+ You can get the HTML code embedded with the chat by clicking the Code button
+ at the Sidebar after building a flow.
+
+
+{" "}
+
+
+ Clicking the Chat Widget HTML tab, you'll get the code to be inserted. Read
+ below to learn how to use it with HTML, React and Angular.
+
+
+{" "}
+
+
Further down, we will explain each of these options.
@@ -34,9 +32,10 @@ import ReactPlayer from "react-player";
Flows can be exported and imported as JSON files.
-:::caution
+
Watch out for API keys being stored in local files.
-:::
+
+
---
diff --git a/docs/docs/guidelines/prompt-customization.mdx b/docs/docs/guidelines/prompt-customization.mdx
index 8e2f409f9..efb5b3928 100644
--- a/docs/docs/guidelines/prompt-customization.mdx
+++ b/docs/docs/guidelines/prompt-customization.mdx
@@ -7,80 +7,62 @@ import ReactPlayer from "react-player";
The prompt template allows users to create prompts and define variables that provide control over instructing the model.
-
-
+{" "}
+
Variables can be used to define instructions, questions, context, inputs, or examples for the model and can be created with any chosen name in curly brackets, e.g., `{variable_name}`. They act as placeholders for parts of the text that can be easily modified.
-
-
+{" "}
+
Once inserted, these variables are immediately recognized as new fields in the prompt component. Here, you can define their values within the component itself or leave a field empty to be adjusted over the chat interface.
-
-
+{" "}
+
+
You can also use documents or output parsers as prompt variables. By plugging them into prompt handles, theyโll disable and feed that input field.
-
-
-
+{" "}
+
With this, users can interact with documents, webpages, or any other type of content directly from the prompt, which allows for seamless integration of external resources with the language model.
-
-
If working with an interactive (chat-like) flow, remember to keep one of the input variables empty to behave as the chat input.
-
-
-
+{" "}
+
diff --git a/docs/docs/guides/chatprompttemplate_guide.mdx b/docs/docs/guides/chatprompttemplate_guide.mdx
index 422bb6420..05a8f3333 100644
--- a/docs/docs/guides/chatprompttemplate_guide.mdx
+++ b/docs/docs/guides/chatprompttemplate_guide.mdx
@@ -39,8 +39,7 @@ In this guide, we will modify the "Basic Chat with Prompt and History" example,
5. Open the "Prompt" field on the SystemMessagePromptTemplate component.
-6. Enter the text: `You are a {role} that {behavior}.`
-
+6. Enter the text: _`You are a {role} that {behavior}.`_
7. Save your changes by clicking on "Check & Save".
8. Define the 'role' variable by typing "obedient assistant".
diff --git a/docs/docs/guides/loading_document.mdx b/docs/docs/guides/loading_document.mdx
index d760e9124..73fb85968 100644
--- a/docs/docs/guides/loading_document.mdx
+++ b/docs/docs/guides/loading_document.mdx
@@ -43,7 +43,7 @@ This guide takes you through the process of augmenting the "Basic Chat with Prom
8. Connect this loader to the `{context}` variable that we just added.
-9. In the "Web Page" field, enter "https://langflow.org/how-upload-examples".
+9. In the "Web Page" field, enter "https://docs.langflow.org/how-upload-examples".
10. Now, click on "ConversationBufferMemory".
diff --git a/docs/docs/index.mdx b/docs/docs/index.mdx
index 4ec4a300d..7be04549c 100644
--- a/docs/docs/index.mdx
+++ b/docs/docs/index.mdx
@@ -6,13 +6,11 @@ import ThemedImage from "@theme/ThemedImage";
import useBaseUrl from "@docusaurus/useBaseUrl";
import ZoomableImage from "/src/theme/ZoomableImage.js";
-
-
+{" "}
+
diff --git a/docs/docusaurus.config.js b/docs/docusaurus.config.js
index 3ac152b5b..617aec3d0 100644
--- a/docs/docusaurus.config.js
+++ b/docs/docusaurus.config.js
@@ -1,127 +1,145 @@
const lightCodeTheme = require("prism-react-renderer/themes/github");
+const { remarkCodeHike } = require("@code-hike/mdx");
// With JSDoc @type annotations, IDEs can provide config autocompletion
/** @type {import('@docusaurus/types').DocusaurusConfig} */
-(
- module.exports = {
- title: "Langflow Documentation",
- tagline: "Langflow is a GUI for LangChain, designed with react-flow",
- favicon: "img/favicon.ico",
- url: "https://logspace-ai.github.io",
- baseUrl: "/",
- onBrokenLinks: "throw",
- onBrokenMarkdownLinks: "warn",
- organizationName: "logspace-ai",
- projectName: "langflow",
- trailingSlash: false,
- customFields: {
- mendableAnonKey: process.env.MENDABLE_ANON_KEY,
- },
- i18n: {
- defaultLocale: "en",
- locales: ["en"],
- },
- presets: [
- [
- "@docusaurus/preset-classic",
- /** @type {import('@docusaurus/preset-classic').Options} */
- ({
- docs: {
- routeBasePath: "/",
- sidebarPath: require.resolve("./sidebars.js"),
- path: "docs",
- // sidebarPath: 'sidebars.js',
- },
- theme: {
- customCss: require.resolve("./src/css/custom.css"),
- },
- }),
- ],
- ],
- plugins: [
- ["docusaurus-node-polyfills", { excludeAliases: ["console"] }],
- "docusaurus-plugin-image-zoom",
- // ....
- async function myPlugin(context, options) {
- return {
- name: "docusaurus-tailwindcss",
- configurePostCss(postcssOptions) {
- // Appends TailwindCSS and AutoPrefixer.
- postcssOptions.plugins.push(require("tailwindcss"));
- postcssOptions.plugins.push(require("autoprefixer"));
- return postcssOptions;
- },
- };
- },
- ],
- themeConfig:
- /** @type {import('@docusaurus/preset-classic').ThemeConfig} */
+module.exports = {
+ title: "Langflow Documentation",
+ tagline: "Langflow is a GUI for LangChain, designed with react-flow",
+ favicon: "img/favicon.ico",
+ url: "https://logspace-ai.github.io",
+ baseUrl: "/",
+ onBrokenLinks: "throw",
+ onBrokenMarkdownLinks: "warn",
+ organizationName: "logspace-ai",
+ projectName: "langflow",
+ trailingSlash: false,
+ customFields: {
+ mendableAnonKey: process.env.MENDABLE_ANON_KEY,
+ },
+ i18n: {
+ defaultLocale: "en",
+ locales: ["en"],
+ },
+ presets: [
+ [
+ "@docusaurus/preset-classic",
+ /** @type {import('@docusaurus/preset-classic').Options} */
({
- navbar: {
- hideOnScroll: true,
- title: "Langflow",
- logo: {
- alt: "Langflow",
- src: "img/chain.png",
- },
- items: [
- // right
- {
- position: "right",
- href: "https://github.com/logspace-ai/langflow",
- position: "right",
- className: "header-github-link",
- target: "_blank",
- rel: null,
- },
- {
- position: "right",
- href: "https://twitter.com/logspace_ai",
- position: "right",
- className: "header-twitter-link",
- target: "_blank",
- rel: null,
- },
- {
- position: "right",
- href: "https://discord.gg/EqksyE2EX9",
- position: "right",
- className: "header-discord-link",
- target: "_blank",
- rel: null,
- },
+ docs: {
+ beforeDefaultRemarkPlugins: [
+ [
+ remarkCodeHike,
+ {
+ theme: "github-light",
+ showCopyButton: true,
+ lineNumbers: true,
+ },
+ ],
+ ],
+ routeBasePath: "/",
+ sidebarPath: require.resolve("./sidebars.js"),
+ path: "docs",
+ // sidebarPath: 'sidebars.js',
+ },
+ theme: {
+ customCss: [
+ require.resolve("@code-hike/mdx/styles.css"),
+ require.resolve("./src/css/custom.css"),
],
},
- tableOfContents: {
- minHeadingLevel: 2,
- maxHeadingLevel: 5,
- },
- colorMode: {
- defaultMode: "light",
- disableSwitch: true,
- respectPrefersColorScheme: false,
- },
- announcementBar: {
- content:
- 'โญ๏ธ If you like โ๏ธLangflow, star it on
GitHub ! โญ๏ธ',
- backgroundColor: "#B53D38", //Mustard Yellow #D19900 #D4B20B - Salmon #E9967A
- textColor: "#fff",
- isCloseable: false,
- },
- footer: {
- links: [],
- copyright: `Copyright ยฉ ${new Date().getFullYear()} Logspace.`,
- },
- zoom: {
- selector: ".markdown :not(a) > img:not(.no-zoom)",
- background: {
- light: "rgba(240, 240, 240, 0.9)",
- },
- config: {},
- },
- prism: {
- theme: lightCodeTheme,
- },
}),
- }
-);
+ ],
+ ],
+ plugins: [
+ ["docusaurus-node-polyfills", { excludeAliases: ["console"] }],
+ "docusaurus-plugin-image-zoom",
+ // ....
+ async function myPlugin(context, options) {
+ return {
+ name: "docusaurus-tailwindcss",
+ configurePostCss(postcssOptions) {
+ // Appends TailwindCSS and AutoPrefixer.
+ postcssOptions.plugins.push(require("tailwindcss"));
+ postcssOptions.plugins.push(require("autoprefixer"));
+ return postcssOptions;
+ },
+ };
+ },
+ ],
+ themes: ["mdx-v2"],
+ themeConfig:
+ /** @type {import('@docusaurus/preset-classic').ThemeConfig} */
+ ({
+ navbar: {
+ hideOnScroll: true,
+ title: "Langflow",
+ logo: {
+ alt: "Langflow",
+ src: "img/chain.png",
+ },
+ items: [
+ // right
+ {
+ position: "right",
+ href: "https://github.com/logspace-ai/langflow",
+ position: "right",
+ className: "header-github-link",
+ target: "_blank",
+ rel: null,
+ },
+ {
+ position: "right",
+ href: "https://twitter.com/logspace_ai",
+ position: "right",
+ className: "header-twitter-link",
+ target: "_blank",
+ rel: null,
+ },
+ {
+ position: "right",
+ href: "https://discord.gg/EqksyE2EX9",
+ position: "right",
+ className: "header-discord-link",
+ target: "_blank",
+ rel: null,
+ },
+ ],
+ },
+ tableOfContents: {
+ minHeadingLevel: 2,
+ maxHeadingLevel: 5,
+ },
+ colorMode: {
+ defaultMode: "light",
+ disableSwitch: true,
+ respectPrefersColorScheme: false,
+ },
+ announcementBar: {
+ content:
+ 'โญ๏ธ If you like โ๏ธLangflow, star it on
GitHub ! โญ๏ธ',
+ backgroundColor: "#E8EBF1", //Mustard Yellow #D19900 #D4B20B - Salmon #E9967A
+ textColor: "#1C1E21",
+ isCloseable: false,
+ },
+ footer: {
+ links: [],
+ copyright: `Copyright ยฉ ${new Date().getFullYear()} Logspace.`,
+ },
+ zoom: {
+ selector: ".markdown :not(a) > img:not(.no-zoom)",
+ background: {
+ light: "rgba(240, 240, 240, 0.9)",
+ },
+ config: {},
+ },
+ // prism: {
+ // theme: require("prism-react-renderer/themes/dracula"),
+ // },
+ docs: {
+ sidebar: {
+ hideable: true,
+ },
+ },
+ }),
+};
diff --git a/docs/package-lock.json b/docs/package-lock.json
index 7db7f9376..ed79230c6 100644
--- a/docs/package-lock.json
+++ b/docs/package-lock.json
@@ -9,12 +9,13 @@
"version": "0.0.0",
"dependencies": {
"@babel/preset-react": "^7.22.3",
+ "@code-hike/mdx": "^0.9.0",
"@docusaurus/core": "2.4.1",
"@docusaurus/plugin-ideal-image": "^2.4.1",
"@docusaurus/preset-classic": "2.4.1",
"@docusaurus/theme-classic": "^2.4.1",
"@docusaurus/theme-search-algolia": "^2.4.1",
- "@mdx-js/react": "^1.6.22",
+ "@mdx-js/react": "^2.3.0",
"@mendable/search": "^0.0.114",
"@pbe/react-yandex-maps": "^1.2.4",
"@prismicio/client": "^7.0.1",
@@ -22,6 +23,7 @@
"autoprefixer": "^10.4.14",
"clsx": "^1.2.1",
"docusaurus-plugin-image-zoom": "^0.1.4",
+ "docusaurus-theme-mdx-v2": "^0.1.2",
"jquery": "^3.7.0",
"medium-zoom": "^1.0.8",
"node-fetch": "^3.3.1",
@@ -1986,6 +1988,49 @@
"node": ">=6.9.0"
}
},
+ "node_modules/@code-hike/lighter": {
+ "version": "0.7.0",
+ "resolved": "https://registry.npmjs.org/@code-hike/lighter/-/lighter-0.7.0.tgz",
+ "integrity": "sha512-64O07rIORKQLB+5T/GKAmKcD9sC0N9yHFJXa0Hs+0Aee1G+I4bSXxTccuDFP6c/G/3h5Pk7yv7PoX9/SpzaeiQ==",
+ "funding": {
+ "url": "https://github.com/code-hike/lighter?sponsor=1"
+ }
+ },
+ "node_modules/@code-hike/mdx": {
+ "version": "0.9.0",
+ "resolved": "https://registry.npmjs.org/@code-hike/mdx/-/mdx-0.9.0.tgz",
+ "integrity": "sha512-0wg68ZCjVWAkWT4gBUZJ8Mwktjen/XeWyqBQCrhA2IZSbZZnMYsEI6JJEFb/nZoNI3comB3JdxPLykZRq3qT2A==",
+ "dependencies": {
+ "@code-hike/lighter": "0.7.0",
+ "node-fetch": "^2.0.0"
+ },
+ "funding": {
+ "type": "github",
+ "url": "https://github.com/sponsors/code-hike"
+ },
+ "peerDependencies": {
+ "react": "^16.8.3 || ^17 || ^18"
+ }
+ },
+ "node_modules/@code-hike/mdx/node_modules/node-fetch": {
+ "version": "2.6.12",
+ "resolved": "https://registry.npmjs.org/node-fetch/-/node-fetch-2.6.12.tgz",
+ "integrity": "sha512-C/fGU2E8ToujUivIO0H+tpQ6HWo4eEmchoPIoXtxCrVghxdKq+QOHqEZW7tuP3KlV3bC8FRMO5nMCC7Zm1VP6g==",
+ "dependencies": {
+ "whatwg-url": "^5.0.0"
+ },
+ "engines": {
+ "node": "4.x || >=6.0.0"
+ },
+ "peerDependencies": {
+ "encoding": "^0.1.0"
+ },
+ "peerDependenciesMeta": {
+ "encoding": {
+ "optional": true
+ }
+ }
+ },
"node_modules/@colors/colors": {
"version": "1.5.0",
"resolved": "https://registry.npmjs.org/@colors/colors/-/colors-1.5.0.tgz",
@@ -2683,6 +2728,18 @@
"react-dom": "^16.8.4 || ^17.0.0"
}
},
+ "node_modules/@docusaurus/theme-classic/node_modules/@mdx-js/react": {
+ "version": "1.6.22",
+ "resolved": "https://registry.npmjs.org/@mdx-js/react/-/react-1.6.22.tgz",
+ "integrity": "sha512-TDoPum4SHdfPiGSAaRBw7ECyI8VaHpK8GJugbJIJuqyh6kzw9ZLJZW3HGL3NNrJGxcAixUvqROm+YuQOo5eXtg==",
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/unified"
+ },
+ "peerDependencies": {
+ "react": "^16.13.1 || ^17.0.0"
+ }
+ },
"node_modules/@docusaurus/theme-common": {
"version": "2.4.1",
"resolved": "https://registry.npmjs.org/@docusaurus/theme-common/-/theme-common-2.4.1.tgz",
@@ -3168,15 +3225,19 @@
}
},
"node_modules/@mdx-js/react": {
- "version": "1.6.22",
- "resolved": "https://registry.npmjs.org/@mdx-js/react/-/react-1.6.22.tgz",
- "integrity": "sha512-TDoPum4SHdfPiGSAaRBw7ECyI8VaHpK8GJugbJIJuqyh6kzw9ZLJZW3HGL3NNrJGxcAixUvqROm+YuQOo5eXtg==",
+ "version": "2.3.0",
+ "resolved": "https://registry.npmjs.org/@mdx-js/react/-/react-2.3.0.tgz",
+ "integrity": "sha512-zQH//gdOmuu7nt2oJR29vFhDv88oGPmVw6BggmrHeMI+xgEkp1B2dX9/bMBSYtK0dyLX/aOmesKS09g222K1/g==",
+ "dependencies": {
+ "@types/mdx": "^2.0.0",
+ "@types/react": ">=16"
+ },
"funding": {
"type": "opencollective",
"url": "https://opencollective.com/unified"
},
"peerDependencies": {
- "react": "^16.13.1 || ^17.0.0"
+ "react": ">=16"
}
},
"node_modules/@mdx-js/util": {
@@ -3665,6 +3726,14 @@
"node": ">=10.13.0"
}
},
+ "node_modules/@types/acorn": {
+ "version": "4.0.6",
+ "resolved": "https://registry.npmjs.org/@types/acorn/-/acorn-4.0.6.tgz",
+ "integrity": "sha512-veQTnWP+1D/xbxVrPC3zHnCZRjSrKfhbMUlEA43iMZLu7EsnTtkJklIuwrCPbOi8YkvDQAiW05VQQFvvz9oieQ==",
+ "dependencies": {
+ "@types/estree": "*"
+ }
+ },
"node_modules/@types/body-parser": {
"version": "1.19.2",
"resolved": "https://registry.npmjs.org/@types/body-parser/-/body-parser-1.19.2.tgz",
@@ -3730,6 +3799,14 @@
"resolved": "https://registry.npmjs.org/@types/estree/-/estree-1.0.1.tgz",
"integrity": "sha512-LG4opVs2ANWZ1TJoKc937iMmNstM/d0ae1vNbnBvBhqCSezgVUOzcLCqbI5elV8Vy6WKwKjaqR+zO9VKirBBCA=="
},
+ "node_modules/@types/estree-jsx": {
+ "version": "1.0.0",
+ "resolved": "https://registry.npmjs.org/@types/estree-jsx/-/estree-jsx-1.0.0.tgz",
+ "integrity": "sha512-3qvGd0z8F2ENTGr/GG1yViqfiKmRfrXVx5sJyHGFu3z7m5g5utCQtGp/g29JnjflhtQJBv1WDQukHiT58xPcYQ==",
+ "dependencies": {
+ "@types/estree": "*"
+ }
+ },
"node_modules/@types/express": {
"version": "4.17.17",
"resolved": "https://registry.npmjs.org/@types/express/-/express-4.17.17.tgz",
@@ -3817,6 +3894,11 @@
"@types/unist": "^2"
}
},
+ "node_modules/@types/mdx": {
+ "version": "2.0.5",
+ "resolved": "https://registry.npmjs.org/@types/mdx/-/mdx-2.0.5.tgz",
+ "integrity": "sha512-76CqzuD6Q7LC+AtbPqrvD9AqsN0k8bsYo2bM2J8pmNldP1aIPAbzUQ7QbobyXL4eLr1wK5x8FZFe8eF/ubRuBg=="
+ },
"node_modules/@types/mime": {
"version": "1.3.2",
"resolved": "https://registry.npmjs.org/@types/mime/-/mime-1.3.2.tgz",
@@ -4198,6 +4280,14 @@
"acorn": "^8"
}
},
+ "node_modules/acorn-jsx": {
+ "version": "5.3.2",
+ "resolved": "https://registry.npmjs.org/acorn-jsx/-/acorn-jsx-5.3.2.tgz",
+ "integrity": "sha512-rq9s+JNhf0IChjtDXxllJ7g41oZk5SlXtp0LHwyA5cejwn7vKmKp4pPri6YEePv2PU65sAsegbXtIinmDFDXgQ==",
+ "peerDependencies": {
+ "acorn": "^6.0.0 || ^7.0.0 || ^8.0.0"
+ }
+ },
"node_modules/acorn-walk": {
"version": "8.2.0",
"resolved": "https://registry.npmjs.org/acorn-walk/-/acorn-walk-8.2.0.tgz",
@@ -4502,6 +4592,14 @@
"util": "^0.12.0"
}
},
+ "node_modules/astring": {
+ "version": "1.8.6",
+ "resolved": "https://registry.npmjs.org/astring/-/astring-1.8.6.tgz",
+ "integrity": "sha512-ISvCdHdlTDlH5IpxQJIex7BWBywFWgjJSVdwst+/iQCoEYnyOaQ95+X1JGshuBjGp6nxKUy1jMgE3zPqN7fQdg==",
+ "bin": {
+ "astring": "bin/astring"
+ }
+ },
"node_modules/async-foreach": {
"version": "0.1.3",
"resolved": "https://registry.npmjs.org/async-foreach/-/async-foreach-0.1.3.tgz",
@@ -5391,6 +5489,15 @@
"url": "https://github.com/sponsors/wooorm"
}
},
+ "node_modules/character-entities-html4": {
+ "version": "2.1.0",
+ "resolved": "https://registry.npmjs.org/character-entities-html4/-/character-entities-html4-2.1.0.tgz",
+ "integrity": "sha512-1v7fgQRj6hnSwFpq1Eu0ynr/CDEw0rXo2B61qXrLNdHZmPKgb7fqS1a2JwF0rISo9q77jDI8VMEHoApn8qDoZA==",
+ "funding": {
+ "type": "github",
+ "url": "https://github.com/sponsors/wooorm"
+ }
+ },
"node_modules/character-entities-legacy": {
"version": "1.1.4",
"resolved": "https://registry.npmjs.org/character-entities-legacy/-/character-entities-legacy-1.1.4.tgz",
@@ -6884,6 +6991,296 @@
"node": ">=6"
}
},
+ "node_modules/docusaurus-mdx-loader-v2": {
+ "version": "0.1.2",
+ "resolved": "https://registry.npmjs.org/docusaurus-mdx-loader-v2/-/docusaurus-mdx-loader-v2-0.1.2.tgz",
+ "integrity": "sha512-Dd/XieCKKoirnJDou4h33zRZPCmbtSqvXrZm0yMmhCpLDpeScu8CBvveFVHCqs7UB+x82IpzgZX5rHkoFlz2Bw==",
+ "dependencies": {
+ "@babel/parser": "^7.17.3",
+ "@babel/traverse": "^7.17.3",
+ "@docusaurus/logger": "2.0.0-beta.18",
+ "@docusaurus/utils": "2.0.0-beta.18",
+ "@mdx-js/mdx": "^2.1.0",
+ "escape-html": "^1.0.3",
+ "estree-util-value-to-estree": "^1.3.0",
+ "file-loader": "^6.2.0",
+ "fs-extra": "^10.0.1",
+ "image-size": "^1.0.1",
+ "lz-string": "^1.4.4",
+ "mdast-util-to-string": "^2.0.0",
+ "remark-admonitions": "^1.2.1",
+ "remark-emoji": "^2.1.0",
+ "remark-gfm": "1.0.0",
+ "stringify-object": "^3.3.0",
+ "tslib": "^2.3.1",
+ "unist-util-visit": "^2.0.2",
+ "url-loader": "^4.1.1",
+ "webpack": "^5.69.1"
+ },
+ "engines": {
+ "node": ">=14"
+ },
+ "peerDependencies": {
+ "react": "^16.8.4 || ^17.0.0",
+ "react-dom": "^16.8.4 || ^17.0.0"
+ }
+ },
+ "node_modules/docusaurus-mdx-loader-v2/node_modules/@docusaurus/logger": {
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+ "integrity": "sha512-YWnfyRwxL/+SsrWYfOpUtz5b3YD+nyfkHvjbcanzk8zgyO4ASD67uVMRt8k5bM4lLMDnXfriRhOpemw+NfT1eA==",
+ "engines": {
+ "node": ">=8"
+ }
+ },
+ "node_modules/remark-admonitions/node_modules/unified": {
+ "version": "8.4.2",
+ "resolved": "https://registry.npmjs.org/unified/-/unified-8.4.2.tgz",
+ "integrity": "sha512-JCrmN13jI4+h9UAyKEoGcDZV+i1E7BLFuG7OsaDvTXI5P0qhHX+vZO/kOhz9jn8HGENDKbwSeB0nVOg4gVStGA==",
+ "dependencies": {
+ "bail": "^1.0.0",
+ "extend": "^3.0.0",
+ "is-plain-obj": "^2.0.0",
+ "trough": "^1.0.0",
+ "vfile": "^4.0.0"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/unified"
+ }
+ },
"node_modules/remark-emoji": {
"version": "2.2.0",
"resolved": "https://registry.npmjs.org/remark-emoji/-/remark-emoji-2.2.0.tgz",
@@ -13984,6 +15768,19 @@
"url": "https://opencollective.com/unified"
}
},
+ "node_modules/remark-gfm": {
+ "version": "1.0.0",
+ "resolved": "https://registry.npmjs.org/remark-gfm/-/remark-gfm-1.0.0.tgz",
+ "integrity": "sha512-KfexHJCiqvrdBZVbQ6RopMZGwaXz6wFJEfByIuEwGf0arvITHjiKKZ1dpXujjH9KZdm1//XJQwgfnJ3lmXaDPA==",
+ "dependencies": {
+ "mdast-util-gfm": "^0.1.0",
+ "micromark-extension-gfm": "^0.3.0"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/unified"
+ }
+ },
"node_modules/remark-mdx": {
"version": "1.6.22",
"resolved": "https://registry.npmjs.org/remark-mdx/-/remark-mdx-1.6.22.tgz",
@@ -14206,6 +16003,189 @@
"url": "https://opencollective.com/unified"
}
},
+ "node_modules/remark-rehype": {
+ "version": "10.1.0",
+ "resolved": "https://registry.npmjs.org/remark-rehype/-/remark-rehype-10.1.0.tgz",
+ "integrity": "sha512-EFmR5zppdBp0WQeDVZ/b66CWJipB2q2VLNFMabzDSGR66Z2fQii83G5gTBbgGEnEEA0QRussvrFHxk1HWGJskw==",
+ "dependencies": {
+ "@types/hast": "^2.0.0",
+ "@types/mdast": "^3.0.0",
+ "mdast-util-to-hast": "^12.1.0",
+ "unified": "^10.0.0"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/unified"
+ }
+ },
+ "node_modules/remark-rehype/node_modules/bail": {
+ "version": "2.0.2",
+ "resolved": "https://registry.npmjs.org/bail/-/bail-2.0.2.tgz",
+ "integrity": "sha512-0xO6mYd7JB2YesxDKplafRpsiOzPt9V02ddPCLbY1xYGPOX24NTyN50qnUxgCPcSoYMhKpAuBTjQoRZCAkUDRw==",
+ "funding": {
+ "type": "github",
+ "url": "https://github.com/sponsors/wooorm"
+ }
+ },
+ "node_modules/remark-rehype/node_modules/is-plain-obj": {
+ "version": "4.1.0",
+ "resolved": "https://registry.npmjs.org/is-plain-obj/-/is-plain-obj-4.1.0.tgz",
+ "integrity": "sha512-+Pgi+vMuUNkJyExiMBt5IlFoMyKnr5zhJ4Uspz58WOhBF5QoIZkFyNHIbBAtHwzVAgk5RtndVNsDRN61/mmDqg==",
+ "engines": {
+ "node": ">=12"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/sindresorhus"
+ }
+ },
+ "node_modules/remark-rehype/node_modules/mdast-util-definitions": {
+ "version": "5.1.2",
+ "resolved": "https://registry.npmjs.org/mdast-util-definitions/-/mdast-util-definitions-5.1.2.tgz",
+ "integrity": "sha512-8SVPMuHqlPME/z3gqVwWY4zVXn8lqKv/pAhC57FuJ40ImXyBpmO5ukh98zB2v7Blql2FiHjHv9LVztSIqjY+MA==",
+ "dependencies": {
+ "@types/mdast": "^3.0.0",
+ "@types/unist": "^2.0.0",
+ "unist-util-visit": "^4.0.0"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/unified"
+ }
+ },
+ "node_modules/remark-rehype/node_modules/mdast-util-to-hast": {
+ "version": "12.3.0",
+ "resolved": "https://registry.npmjs.org/mdast-util-to-hast/-/mdast-util-to-hast-12.3.0.tgz",
+ "integrity": "sha512-pits93r8PhnIoU4Vy9bjW39M2jJ6/tdHyja9rrot9uujkN7UTU9SDnE6WNJz/IGyQk3XHX6yNNtrBH6cQzm8Hw==",
+ "dependencies": {
+ "@types/hast": "^2.0.0",
+ "@types/mdast": "^3.0.0",
+ "mdast-util-definitions": "^5.0.0",
+ "micromark-util-sanitize-uri": "^1.1.0",
+ "trim-lines": "^3.0.0",
+ "unist-util-generated": "^2.0.0",
+ "unist-util-position": "^4.0.0",
+ "unist-util-visit": "^4.0.0"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/unified"
+ }
+ },
+ "node_modules/remark-rehype/node_modules/trough": {
+ "version": "2.1.0",
+ "resolved": "https://registry.npmjs.org/trough/-/trough-2.1.0.tgz",
+ "integrity": "sha512-AqTiAOLcj85xS7vQ8QkAV41hPDIJ71XJB4RCUrzo/1GM2CQwhkJGaf9Hgr7BOugMRpgGUrqRg/DrBDl4H40+8g==",
+ "funding": {
+ "type": "github",
+ "url": "https://github.com/sponsors/wooorm"
+ }
+ },
+ "node_modules/remark-rehype/node_modules/unified": {
+ "version": "10.1.2",
+ "resolved": "https://registry.npmjs.org/unified/-/unified-10.1.2.tgz",
+ "integrity": "sha512-pUSWAi/RAnVy1Pif2kAoeWNBa3JVrx0MId2LASj8G+7AiHWoKZNTomq6LG326T68U7/e263X6fTdcXIy7XnF7Q==",
+ "dependencies": {
+ "@types/unist": "^2.0.0",
+ "bail": "^2.0.0",
+ "extend": "^3.0.0",
+ "is-buffer": "^2.0.0",
+ "is-plain-obj": "^4.0.0",
+ "trough": "^2.0.0",
+ "vfile": "^5.0.0"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/unified"
+ }
+ },
+ "node_modules/remark-rehype/node_modules/unist-util-generated": {
+ "version": "2.0.1",
+ "resolved": "https://registry.npmjs.org/unist-util-generated/-/unist-util-generated-2.0.1.tgz",
+ "integrity": "sha512-qF72kLmPxAw0oN2fwpWIqbXAVyEqUzDHMsbtPvOudIlUzXYFIeQIuxXQCRCFh22B7cixvU0MG7m3MW8FTq/S+A==",
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/unified"
+ }
+ },
+ "node_modules/remark-rehype/node_modules/unist-util-is": {
+ "version": "5.2.1",
+ "resolved": "https://registry.npmjs.org/unist-util-is/-/unist-util-is-5.2.1.tgz",
+ "integrity": "sha512-u9njyyfEh43npf1M+yGKDGVPbY/JWEemg5nH05ncKPfi+kBbKBJoTdsogMu33uhytuLlv9y0O7GH7fEdwLdLQw==",
+ "dependencies": {
+ "@types/unist": "^2.0.0"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/unified"
+ }
+ },
+ "node_modules/remark-rehype/node_modules/unist-util-position": {
+ "version": "4.0.4",
+ "resolved": "https://registry.npmjs.org/unist-util-position/-/unist-util-position-4.0.4.tgz",
+ "integrity": "sha512-kUBE91efOWfIVBo8xzh/uZQ7p9ffYRtUbMRZBNFYwf0RK8koUMx6dGUfwylLOKmaT2cs4wSW96QoYUSXAyEtpg==",
+ "dependencies": {
+ "@types/unist": "^2.0.0"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/unified"
+ }
+ },
+ "node_modules/remark-rehype/node_modules/unist-util-visit": {
+ "version": "4.1.2",
+ "resolved": "https://registry.npmjs.org/unist-util-visit/-/unist-util-visit-4.1.2.tgz",
+ "integrity": "sha512-MSd8OUGISqHdVvfY9TPhyK2VdUrPgxkUtWSuMHF6XAAFuL4LokseigBnZtPnJMu+FbynTkFNnFlyjxpVKujMRg==",
+ "dependencies": {
+ "@types/unist": "^2.0.0",
+ "unist-util-is": "^5.0.0",
+ "unist-util-visit-parents": "^5.1.1"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/unified"
+ }
+ },
+ "node_modules/remark-rehype/node_modules/unist-util-visit-parents": {
+ "version": "5.1.3",
+ "resolved": "https://registry.npmjs.org/unist-util-visit-parents/-/unist-util-visit-parents-5.1.3.tgz",
+ "integrity": "sha512-x6+y8g7wWMyQhL1iZfhIPhDAs7Xwbn9nRosDXl7qoPTSCy0yNxnKc+hWokFifWQIDGi154rdUqKvbCa4+1kLhg==",
+ "dependencies": {
+ "@types/unist": "^2.0.0",
+ "unist-util-is": "^5.0.0"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/unified"
+ }
+ },
+ "node_modules/remark-rehype/node_modules/vfile": {
+ "version": "5.3.7",
+ "resolved": "https://registry.npmjs.org/vfile/-/vfile-5.3.7.tgz",
+ "integrity": "sha512-r7qlzkgErKjobAmyNIkkSpizsFPYiUPuJb5pNW1RB4JcYVZhs4lIbVqk8XPk033CV/1z8ss5pkax8SuhGpcG8g==",
+ "dependencies": {
+ "@types/unist": "^2.0.0",
+ "is-buffer": "^2.0.0",
+ "unist-util-stringify-position": "^3.0.0",
+ "vfile-message": "^3.0.0"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/unified"
+ }
+ },
+ "node_modules/remark-rehype/node_modules/vfile-message": {
+ "version": "3.1.4",
+ "resolved": "https://registry.npmjs.org/vfile-message/-/vfile-message-3.1.4.tgz",
+ "integrity": "sha512-fa0Z6P8HUrQN4BZaX05SIVXic+7kE3b05PWAtPuYP9QLHsLKYR7/AlLW3NtOrpXRLeawpDLMsVkmk5DG0NXgWw==",
+ "dependencies": {
+ "@types/unist": "^2.0.0",
+ "unist-util-stringify-position": "^3.0.0"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/unified"
+ }
+ },
"node_modules/remark-squeeze-paragraphs": {
"version": "4.0.0",
"resolved": "https://registry.npmjs.org/remark-squeeze-paragraphs/-/remark-squeeze-paragraphs-4.0.0.tgz",
@@ -15445,6 +17425,28 @@
"url": "https://github.com/chalk/strip-ansi?sponsor=1"
}
},
+ "node_modules/stringify-entities": {
+ "version": "4.0.3",
+ "resolved": "https://registry.npmjs.org/stringify-entities/-/stringify-entities-4.0.3.tgz",
+ "integrity": "sha512-BP9nNHMhhfcMbiuQKCqMjhDP5yBCAxsPu4pHFFzJ6Alo9dZgY4VLDPutXqIjpRiMoKdp7Av85Gr73Q5uH9k7+g==",
+ "dependencies": {
+ "character-entities-html4": "^2.0.0",
+ "character-entities-legacy": "^3.0.0"
+ },
+ "funding": {
+ "type": "github",
+ "url": "https://github.com/sponsors/wooorm"
+ }
+ },
+ "node_modules/stringify-entities/node_modules/character-entities-legacy": {
+ "version": "3.0.0",
+ "resolved": "https://registry.npmjs.org/character-entities-legacy/-/character-entities-legacy-3.0.0.tgz",
+ "integrity": "sha512-RpPp0asT/6ufRm//AJVwpViZbGM/MkjQFxJccQRHmISF/22NBtsHqAWmL+/pmkPWoIUJdWyeVleTl1wydHATVQ==",
+ "funding": {
+ "type": "github",
+ "url": "https://github.com/sponsors/wooorm"
+ }
+ },
"node_modules/stringify-object": {
"version": "3.3.0",
"resolved": "https://registry.npmjs.org/stringify-object/-/stringify-object-3.3.0.tgz",
@@ -16033,6 +18035,15 @@
"integrity": "sha512-YzQV+TZg4AxpKxaTHK3c3D+kRDCGVEE7LemdlQZoQXn0iennk10RsIoY6ikzAqJTc9Xjl9C1/waHom/J86ziAQ==",
"deprecated": "Use String.prototype.trim() instead"
},
+ "node_modules/trim-lines": {
+ "version": "3.0.1",
+ "resolved": "https://registry.npmjs.org/trim-lines/-/trim-lines-3.0.1.tgz",
+ "integrity": "sha512-kRj8B+YHZCc9kQYdWfJB2/oUl9rA99qbowYYBtr4ui4mZyAQ2JpvVBd/6U2YloATfqBhBTSMhTpgBHtU0Mf3Rg==",
+ "funding": {
+ "type": "github",
+ "url": "https://github.com/sponsors/wooorm"
+ }
+ },
"node_modules/trim-newlines": {
"version": "3.0.1",
"resolved": "https://registry.npmjs.org/trim-newlines/-/trim-newlines-3.0.1.tgz",
@@ -16441,6 +18452,18 @@
"url": "https://opencollective.com/unified"
}
},
+ "node_modules/unist-util-position-from-estree": {
+ "version": "1.1.2",
+ "resolved": "https://registry.npmjs.org/unist-util-position-from-estree/-/unist-util-position-from-estree-1.1.2.tgz",
+ "integrity": "sha512-poZa0eXpS+/XpoQwGwl79UUdea4ol2ZuCYguVaJS4qzIOMDzbqz8a3erUCOmubSZkaOuGamb3tX790iwOIROww==",
+ "dependencies": {
+ "@types/unist": "^2.0.0"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/unified"
+ }
+ },
"node_modules/unist-util-remove": {
"version": "2.1.0",
"resolved": "https://registry.npmjs.org/unist-util-remove/-/unist-util-remove-2.1.0.tgz",
diff --git a/docs/package.json b/docs/package.json
index c7732b3dc..856e66ebe 100644
--- a/docs/package.json
+++ b/docs/package.json
@@ -15,12 +15,13 @@
},
"dependencies": {
"@babel/preset-react": "^7.22.3",
+ "@code-hike/mdx": "^0.9.0",
"@docusaurus/core": "2.4.1",
"@docusaurus/plugin-ideal-image": "^2.4.1",
"@docusaurus/preset-classic": "2.4.1",
"@docusaurus/theme-classic": "^2.4.1",
"@docusaurus/theme-search-algolia": "^2.4.1",
- "@mdx-js/react": "^1.6.22",
+ "@mdx-js/react": "^2.3.0",
"@mendable/search": "^0.0.114",
"@pbe/react-yandex-maps": "^1.2.4",
"@prismicio/client": "^7.0.1",
@@ -28,6 +29,7 @@
"autoprefixer": "^10.4.14",
"clsx": "^1.2.1",
"docusaurus-plugin-image-zoom": "^0.1.4",
+ "docusaurus-theme-mdx-v2": "^0.1.2",
"jquery": "^3.7.0",
"medium-zoom": "^1.0.8",
"node-fetch": "^3.3.1",
@@ -67,4 +69,4 @@
"engines": {
"node": ">=16.14"
}
-}
\ No newline at end of file
+}
diff --git a/docs/sidebars.js b/docs/sidebars.js
index 01a84cf33..fbabab150 100644
--- a/docs/sidebars.js
+++ b/docs/sidebars.js
@@ -21,6 +21,8 @@ module.exports = {
"guidelines/collection",
"guidelines/prompt-customization",
"guidelines/chat-interface",
+ "guidelines/chat-widget",
+ "guidelines/custom-component",
],
},
{
@@ -30,11 +32,13 @@ module.exports = {
items: [
"components/agents",
"components/chains",
+ "components/custom",
"components/embeddings",
"components/llms",
"components/loaders",
"components/memories",
"components/prompts",
+ "components/retrievers",
"components/text-splitters",
"components/toolkits",
"components/tools",
@@ -63,6 +67,7 @@ module.exports = {
label: "Examples",
collapsed: false,
items: [
+ "examples/flow-runner",
"examples/conversation-chain",
"examples/buffer-memory",
"examples/midjourney-prompt-chain",
diff --git a/docs/src/css/custom.css b/docs/src/css/custom.css
index 2f6f992f3..b79c4df59 100644
--- a/docs/src/css/custom.css
+++ b/docs/src/css/custom.css
@@ -3,17 +3,19 @@
* bundles Infima by default. Infima is a CSS framework designed to
* work well for content-centric websites.
*/
- :root {
+:root {
--ifm-background-color: var(--token-primary-bg-c);
--ifm-navbar-link-hover-color: initial;
--ifm-navbar-padding-vertical: 0;
--ifm-navbar-item-padding-vertical: 0;
- --ifm-font-family-base: -apple-system, BlinkMacSystemFont, Inter, Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI emoji';
- --ifm-font-family-monospace: 'SFMono-Regular', 'Roboto Mono', Consolas, 'Liberation Mono', Menlo, Courier, monospace;
+ --ifm-font-family-base: -apple-system, BlinkMacSystemFont, Inter, Helvetica,
+ Arial, sans-serif, "Apple Color Emoji", "Segoe UI emoji";
+ --ifm-font-family-monospace: "SFMono-Regular", "Roboto Mono", Consolas,
+ "Liberation Mono", Menlo, Courier, monospace;
}
.theme-doc-sidebar-item-category.menu__list-item:not(:first-child) {
- margin-top: 1.5rem!important;
+ margin-top: 1.5rem !important;
}
.docusaurus-highlight-code-line {
@@ -31,7 +33,7 @@
transform: skewY(6deg);
}
-[class^='announcementBar'] {
+[class^="announcementBar"] {
z-index: 10;
}
@@ -112,7 +114,7 @@ body {
}
.header-github-link:before {
- content: '';
+ content: "";
width: 24px;
height: 24px;
display: flex;
@@ -126,7 +128,7 @@ body {
}
.header-twitter-link::before {
- content: '';
+ content: "";
width: 24px;
height: 24px;
display: flex;
@@ -140,7 +142,7 @@ body {
}
.header-discord-link::before {
- content: '';
+ content: "";
width: 24px;
height: 24px;
display: flex;
@@ -148,7 +150,6 @@ body {
background-size: contain;
}
-
/* Images */
.image-rendering-crisp {
image-rendering: crisp-edges;
@@ -164,7 +165,7 @@ body {
.img-center {
display: flex;
justify-content: center;
- width: 100%,
+ width: 100%;
}
.resized-image {
@@ -188,4 +189,22 @@ body {
.mendable-search {
width: 140px;
}
-}
\ No newline at end of file
+}
+/*
+.ch-scrollycoding {
+ gap: 10rem !important;
+} */
+
+.ch-scrollycoding-content {
+ max-width: 55% !important;
+ min-width: 40% !important;
+}
+
+.ch-scrollycoding-sticker {
+ max-width: 60% !important;
+ min-width: 45% !important;
+}
+
+.ch-scrollycoding-step-content {
+ min-height: 70px;
+}
diff --git a/docs/src/theme/ZoomableImage.js b/docs/src/theme/ZoomableImage.js
index 750066bb7..aeeb0454a 100644
--- a/docs/src/theme/ZoomableImage.js
+++ b/docs/src/theme/ZoomableImage.js
@@ -1,8 +1,9 @@
-import React, { useState, useEffect } from 'react';
-import ThemedImage from '@theme/ThemedImage';
-import useBaseUrl from '@docusaurus/useBaseUrl';
+import React, { useState, useEffect } from "react";
+import ThemedImage from "@theme/ThemedImage";
+import useBaseUrl from "@docusaurus/useBaseUrl";
-const ZoomableImage = ({ alt, sources }) => {
+const ZoomableImage = ({ alt, sources, style }) => {
+ // add style here
const [isFullscreen, setIsFullscreen] = useState(false);
const toggleFullscreen = () => {
@@ -10,27 +11,36 @@ const ZoomableImage = ({ alt, sources }) => {
};
const handleKeyPress = (event) => {
- if (event.key === 'Escape') {
+ if (event.key === "Escape") {
setIsFullscreen(false);
}
};
useEffect(() => {
if (isFullscreen) {
- document.addEventListener('keydown', handleKeyPress);
+ document.addEventListener("keydown", handleKeyPress);
} else {
- document.removeEventListener('keydown', handleKeyPress);
+ document.removeEventListener("keydown", handleKeyPress);
}
return () => {
- document.removeEventListener('keydown', handleKeyPress);
+ document.removeEventListener("keydown", handleKeyPress);
};
}, [isFullscreen]);
+ // Default style
+ const defaultStyle = {
+ width: "50%",
+ margin: "0 auto",
+ display: "flex",
+ justifyContent: "center",
+ };
+
return (
=0.800)", "pytest", "pytest-asyncio"]
name = "asttokens"
version = "2.2.1"
description = "Annotate AST trees with source code positions"
-category = "dev"
optional = false
python-versions = "*"
files = [
@@ -266,7 +274,6 @@ test = ["astroid", "pytest"]
name = "async-timeout"
version = "4.0.2"
description = "Timeout context manager for asyncio programs"
-category = "main"
optional = false
python-versions = ">=3.6"
files = [
@@ -278,7 +285,6 @@ files = [
name = "attrs"
version = "23.1.0"
description = "Classes Without Boilerplate"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -297,7 +303,6 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
name = "authlib"
version = "1.2.1"
description = "The ultimate Python library in building OAuth and OpenID Connect servers and clients."
-category = "main"
optional = false
python-versions = "*"
files = [
@@ -312,7 +317,6 @@ cryptography = ">=3.2"
name = "backcall"
version = "0.2.0"
description = "Specifications for callback functions passed in to an API"
-category = "dev"
optional = false
python-versions = "*"
files = [
@@ -324,7 +328,6 @@ files = [
name = "backoff"
version = "2.2.1"
description = "Function decoration for backoff and retry"
-category = "main"
optional = false
python-versions = ">=3.7,<4.0"
files = [
@@ -336,7 +339,6 @@ files = [
name = "beautifulsoup4"
version = "4.12.2"
description = "Screen-scraping library"
-category = "main"
optional = false
python-versions = ">=3.6.0"
files = [
@@ -355,7 +357,6 @@ lxml = ["lxml"]
name = "black"
version = "23.7.0"
description = "The uncompromising code formatter."
-category = "dev"
optional = false
python-versions = ">=3.8"
files = [
@@ -402,7 +403,6 @@ uvloop = ["uvloop (>=0.15.2)"]
name = "bleach"
version = "6.0.0"
description = "An easy safelist-based HTML-sanitizing tool."
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -421,7 +421,6 @@ css = ["tinycss2 (>=1.1.0,<1.2)"]
name = "cachetools"
version = "5.3.1"
description = "Extensible memoizing collections and decorators"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -433,7 +432,6 @@ files = [
name = "certifi"
version = "2023.7.22"
description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
optional = false
python-versions = ">=3.6"
files = [
@@ -445,7 +443,6 @@ files = [
name = "cffi"
version = "1.15.1"
description = "Foreign Function Interface for Python calling C code."
-category = "main"
optional = false
python-versions = "*"
files = [
@@ -520,21 +517,19 @@ pycparser = "*"
[[package]]
name = "chardet"
-version = "5.1.0"
+version = "5.2.0"
description = "Universal encoding detector for Python 3"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
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version = "3.2.0"
description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
optional = false
python-versions = ">=3.7.0"
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@@ -619,7 +614,6 @@ files = [
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version = "0.3.26"
description = "Chroma."
-category = "main"
optional = false
python-versions = ">=3.7"
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@@ -649,7 +643,6 @@ uvicorn = {version = ">=0.18.3", extras = ["standard"]}
name = "click"
version = "8.1.6"
description = "Composable command line interface toolkit"
-category = "main"
optional = false
python-versions = ">=3.7"
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@@ -664,7 +657,6 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
name = "click-log"
version = "0.4.0"
description = "Logging integration for Click"
-category = "main"
optional = false
python-versions = "*"
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@@ -679,7 +671,6 @@ click = "*"
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version = "0.6.8"
description = "ClickHouse Database Core Driver for Python, Pandas, and Superset"
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optional = false
python-versions = "~=3.7"
files = [
@@ -767,19 +758,19 @@ sqlalchemy = ["sqlalchemy (>1.3.21,<2.0)"]
[[package]]
name = "cohere"
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+version = "4.19.2"
description = ""
-category = "main"
optional = false
python-versions = ">=3.7,<4.0"
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backoff = ">=2.0,<3.0"
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importlib_metadata = ">=6.0,<7.0"
requests = ">=2.25.0,<3.0.0"
urllib3 = ">=1.26,<3"
@@ -788,7 +779,6 @@ urllib3 = ">=1.26,<3"
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@@ -800,7 +790,6 @@ files = [
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@@ -816,18 +805,17 @@ cron = ["capturer (>=2.4)"]
[[package]]
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+version = "0.1.4"
description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
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optional = false
python-versions = ">=3.6"
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version = "7.2.7"
description = "Code coverage measurement for Python"
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optional = false
python-versions = ">=3.7"
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@@ -912,35 +899,34 @@ toml = ["tomli"]
[[package]]
name = "cryptography"
-version = "41.0.2"
+version = "41.0.3"
description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
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optional = false
python-versions = ">=3.7"
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+version = "0.2.21"
description = "Python bindings for the Transformer models implemented in C/C++ using GGML library."
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python-versions = "*"
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huggingface-hub = "*"
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+gptq = ["exllama (==0.1.0)"]
tests = ["pytest"]
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name = "dataclasses-json"
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description = "Easily serialize dataclasses to and from JSON."
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optional = false
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@@ -992,37 +979,35 @@ typing-inspect = ">=0.4.0,<1"
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python-versions = ">=3.7"
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version = "0.3.7"
description = "serialize all of Python"
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optional = false
python-versions = ">=3.7"
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name = "diskcache"
version = "5.6.1"
description = "Disk Cache -- Disk and file backed persistent cache."
-category = "main"
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python-versions = ">=3"
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+ {file = "fastavro-1.8.2.tar.gz", hash = "sha256:ab9d9226d4b66b6b3d0661a57cd45259b0868fed1c0cd4fac95249b9e0973320"},
+]
+
+[package.extras]
+codecs = ["lz4", "python-snappy", "zstandard"]
+lz4 = ["lz4"]
+snappy = ["python-snappy"]
+zstandard = ["zstandard"]
+
[[package]]
name = "filelock"
version = "3.12.2"
description = "A platform independent file lock."
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -1423,7 +1427,6 @@ testing = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "diff-cover (>=7.5)", "p
name = "filetype"
version = "1.2.0"
description = "Infer file type and MIME type of any file/buffer. No external dependencies."
-category = "main"
optional = false
python-versions = "*"
files = [
@@ -1435,7 +1438,6 @@ files = [
name = "flatbuffers"
version = "23.5.26"
description = "The FlatBuffers serialization format for Python"
-category = "main"
optional = false
python-versions = "*"
files = [
@@ -1447,7 +1449,6 @@ files = [
name = "frozenlist"
version = "1.4.0"
description = "A list-like structure which implements collections.abc.MutableSequence"
-category = "main"
optional = false
python-versions = ">=3.8"
files = [
@@ -1518,7 +1519,6 @@ files = [
name = "fsspec"
version = "2023.6.0"
description = "File-system specification"
-category = "main"
optional = false
python-versions = ">=3.8"
files = [
@@ -1554,7 +1554,6 @@ tqdm = ["tqdm"]
name = "gitdb"
version = "4.0.10"
description = "Git Object Database"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -1569,7 +1568,6 @@ smmap = ">=3.0.1,<6"
name = "gitpython"
version = "3.1.32"
description = "GitPython is a Python library used to interact with Git repositories"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -1584,7 +1582,6 @@ gitdb = ">=4.0.1,<5"
name = "google-api-core"
version = "2.11.1"
description = "Google API client core library"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -1607,18 +1604,17 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
[[package]]
name = "google-api-python-client"
-version = "2.94.0"
+version = "2.96.0"
description = "Google API Client Library for Python"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
- {file = "google-api-python-client-2.94.0.tar.gz", hash = "sha256:4ff598b7b83d5c0c5582927e74947286070b5b21a13e1bb64409fd92e45bfb26"},
- {file = "google_api_python_client-2.94.0-py2.py3-none-any.whl", hash = "sha256:28b2f0c2c6380a119e2efd7ecd28fa9d313becf37d71f00bfa49332428e071b4"},
+ {file = "google-api-python-client-2.96.0.tar.gz", hash = "sha256:f712373d03d338af57b9f5fe98c91f4b5baaa8765469b015bc623c4681c5bd51"},
+ {file = "google_api_python_client-2.96.0-py2.py3-none-any.whl", hash = "sha256:38c2b61b10d15bb41ec8f89303e3837ec2d2c3e4e38de5800c05ee322492f937"},
]
[package.dependencies]
-google-api-core = ">=1.31.5,<2.0.0 || >2.3.0,<3.0.0.dev0"
+google-api-core = ">=1.31.5,<2.0.dev0 || >2.3.0,<3.0.0.dev0"
google-auth = ">=1.19.0,<3.0.0.dev0"
google-auth-httplib2 = ">=0.1.0"
httplib2 = ">=0.15.0,<1.dev0"
@@ -1628,7 +1624,6 @@ uritemplate = ">=3.0.1,<5"
name = "google-auth"
version = "2.22.0"
description = "Google Authentication Library"
-category = "main"
optional = false
python-versions = ">=3.6"
files = [
@@ -1654,7 +1649,6 @@ requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
name = "google-auth-httplib2"
version = "0.1.0"
description = "Google Authentication Library: httplib2 transport"
-category = "main"
optional = false
python-versions = "*"
files = [
@@ -1669,18 +1663,17 @@ six = "*"
[[package]]
name = "google-cloud-aiplatform"
-version = "1.28.1"
+version = "1.29.0"
description = "Vertex AI API client library"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
- {file = "google-cloud-aiplatform-1.28.1.tar.gz", hash = "sha256:b6468db7dc50295c988edf6505f0bf4d4bb2321de28873b2a4a87fd384be6308"},
- {file = "google_cloud_aiplatform-1.28.1-py2.py3-none-any.whl", hash = "sha256:5587b8d4599047117b0c787635a00e8e3893b75944993e2faf784176442e9de4"},
+ {file = "google-cloud-aiplatform-1.29.0.tar.gz", hash = "sha256:fceabb924d2d26057e3c8c5c2e251929389aa6d553361377bc402781150c0db3"},
+ {file = "google_cloud_aiplatform-1.29.0-py2.py3-none-any.whl", hash = "sha256:cf81c1d93c61ccf3df60a65e3a5a1e465e044059d36b6fc1202b940c46c4c1e1"},
]
[package.dependencies]
-google-api-core = {version = ">=1.32.0,<2.0.0 || >=2.8.0,<3.0.0dev", extras = ["grpc"]}
+google-api-core = {version = ">=1.32.0,<2.0.dev0 || >=2.8.dev0,<3.0.0dev", extras = ["grpc"]}
google-cloud-bigquery = ">=1.15.0,<4.0.0dev"
google-cloud-resource-manager = ">=1.3.3,<3.0.0dev"
google-cloud-storage = ">=1.32.0,<3.0.0dev"
@@ -1709,7 +1702,6 @@ xai = ["tensorflow (>=2.3.0,<3.0.0dev)"]
name = "google-cloud-bigquery"
version = "3.11.4"
description = "Google BigQuery API client library"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -1718,7 +1710,7 @@ files = [
]
[package.dependencies]
-google-api-core = {version = ">=1.31.5,<2.0.0 || >2.3.0,<3.0.0dev", extras = ["grpc"]}
+google-api-core = {version = ">=1.31.5,<2.0.dev0 || >2.3.0,<3.0.0dev", extras = ["grpc"]}
google-cloud-core = ">=1.6.0,<3.0.0dev"
google-resumable-media = ">=0.6.0,<3.0dev"
grpcio = ">=1.47.0,<2.0dev"
@@ -1742,7 +1734,6 @@ tqdm = ["tqdm (>=4.7.4,<5.0.0dev)"]
name = "google-cloud-core"
version = "2.3.3"
description = "Google Cloud API client core library"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -1751,7 +1742,7 @@ files = [
]
[package.dependencies]
-google-api-core = ">=1.31.6,<2.0.0 || >2.3.0,<3.0.0dev"
+google-api-core = ">=1.31.6,<2.0.dev0 || >2.3.0,<3.0.0dev"
google-auth = ">=1.25.0,<3.0dev"
[package.extras]
@@ -1759,18 +1750,17 @@ grpc = ["grpcio (>=1.38.0,<2.0dev)"]
[[package]]
name = "google-cloud-resource-manager"
-version = "1.10.2"
+version = "1.10.3"
description = "Google Cloud Resource Manager API client library"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
- {file = "google-cloud-resource-manager-1.10.2.tar.gz", hash = "sha256:9a7bdd0347ad553376cc66ad317c5223d1ae04bdcf74edcbfcd12605cff7b510"},
- {file = "google_cloud_resource_manager-1.10.2-py2.py3-none-any.whl", hash = "sha256:9e074c28326bd1632f1a270c20cfea1ffe98f49cf821033e65bdac55661ffbd5"},
+ {file = "google-cloud-resource-manager-1.10.3.tar.gz", hash = "sha256:f80efcea36f10c5a81889afe93910926e3978b4b1ceeb82f563a2fc863072d14"},
+ {file = "google_cloud_resource_manager-1.10.3-py2.py3-none-any.whl", hash = "sha256:1381a4b0f522248ebe0ebd1289d8822b99c54f4e1fe03924a6e723b2ed93dd7f"},
]
[package.dependencies]
-google-api-core = {version = ">=1.34.0,<2.0.0 || >=2.11.0,<3.0.0dev", extras = ["grpc"]}
+google-api-core = {version = ">=1.34.0,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
grpc-google-iam-v1 = ">=0.12.4,<1.0.0dev"
proto-plus = ">=1.22.0,<2.0.0dev"
protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
@@ -1779,7 +1769,6 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4
name = "google-cloud-storage"
version = "2.10.0"
description = "Google Cloud Storage API client library"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -1788,7 +1777,7 @@ files = [
]
[package.dependencies]
-google-api-core = ">=1.31.5,<2.0.0 || >2.3.0,<3.0.0dev"
+google-api-core = ">=1.31.5,<2.0.dev0 || >2.3.0,<3.0.0dev"
google-auth = ">=1.25.0,<3.0dev"
google-cloud-core = ">=2.3.0,<3.0dev"
google-resumable-media = ">=2.3.2"
@@ -1801,7 +1790,6 @@ protobuf = ["protobuf (<5.0.0dev)"]
name = "google-crc32c"
version = "1.5.0"
description = "A python wrapper of the C library 'Google CRC32C'"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -1882,7 +1870,6 @@ testing = ["pytest"]
name = "google-resumable-media"
version = "2.5.0"
description = "Utilities for Google Media Downloads and Resumable Uploads"
-category = "main"
optional = false
python-versions = ">= 3.7"
files = [
@@ -1901,7 +1888,6 @@ requests = ["requests (>=2.18.0,<3.0.0dev)"]
name = "google-search-results"
version = "2.4.2"
description = "Scrape and search localized results from Google, Bing, Baidu, Yahoo, Yandex, Ebay, Homedepot, youtube at scale using SerpApi.com"
-category = "main"
optional = false
python-versions = ">=3.5"
files = [
@@ -1913,14 +1899,13 @@ requests = "*"
[[package]]
name = "googleapis-common-protos"
-version = "1.59.1"
+version = "1.60.0"
description = "Common protobufs used in Google APIs"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
- {file = "googleapis-common-protos-1.59.1.tar.gz", hash = "sha256:b35d530fe825fb4227857bc47ad84c33c809ac96f312e13182bdeaa2abe1178a"},
- {file = "googleapis_common_protos-1.59.1-py2.py3-none-any.whl", hash = "sha256:0cbedb6fb68f1c07e18eb4c48256320777707e7d0c55063ae56c15db3224a61e"},
+ {file = "googleapis-common-protos-1.60.0.tar.gz", hash = "sha256:e73ebb404098db405ba95d1e1ae0aa91c3e15a71da031a2eeb6b2e23e7bc3708"},
+ {file = "googleapis_common_protos-1.60.0-py2.py3-none-any.whl", hash = "sha256:69f9bbcc6acde92cab2db95ce30a70bd2b81d20b12eff3f1aabaffcbe8a93918"},
]
[package.dependencies]
@@ -1934,7 +1919,6 @@ grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
name = "gotrue"
version = "1.0.2"
description = "Python Client Library for GoTrue"
-category = "main"
optional = false
python-versions = ">=3.8,<4.0"
files = [
@@ -1950,7 +1934,6 @@ pydantic = ">=1.10.0,<2.0.0"
name = "greenlet"
version = "2.0.2"
description = "Lightweight in-process concurrent programming"
-category = "main"
optional = false
python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
files = [
@@ -2024,7 +2007,6 @@ test = ["objgraph", "psutil"]
name = "grpc-google-iam-v1"
version = "0.12.6"
description = "IAM API client library"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -2041,7 +2023,6 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.1 || >4.21.1,<4
name = "grpcio"
version = "1.47.5"
description = "HTTP/2-based RPC framework"
-category = "main"
optional = false
python-versions = ">=3.6"
files = [
@@ -2103,7 +2084,6 @@ protobuf = ["grpcio-tools (>=1.47.5)"]
name = "grpcio-health-checking"
version = "1.47.5"
description = "Standard Health Checking Service for gRPC"
-category = "main"
optional = false
python-versions = ">=3.6"
files = [
@@ -2119,7 +2099,6 @@ protobuf = ">=3.12.0"
name = "grpcio-reflection"
version = "1.47.5"
description = "Standard Protobuf Reflection Service for gRPC"
-category = "main"
optional = false
python-versions = ">=3.6"
files = [
@@ -2135,7 +2114,6 @@ protobuf = ">=3.12.0"
name = "grpcio-status"
version = "1.47.5"
description = "Status proto mapping for gRPC"
-category = "main"
optional = false
python-versions = ">=3.6"
files = [
@@ -2152,7 +2130,6 @@ protobuf = ">=3.12.0"
name = "grpcio-tools"
version = "1.47.5"
description = "Protobuf code generator for gRPC"
-category = "main"
optional = false
python-versions = ">=3.6"
files = [
@@ -2213,7 +2190,6 @@ setuptools = "*"
name = "gunicorn"
version = "21.2.0"
description = "WSGI HTTP Server for UNIX"
-category = "main"
optional = false
python-versions = ">=3.5"
files = [
@@ -2234,7 +2210,6 @@ tornado = ["tornado (>=0.2)"]
name = "h11"
version = "0.14.0"
description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -2246,7 +2221,6 @@ files = [
name = "h2"
version = "4.1.0"
description = "HTTP/2 State-Machine based protocol implementation"
-category = "main"
optional = false
python-versions = ">=3.6.1"
files = [
@@ -2262,7 +2236,6 @@ hyperframe = ">=6.0,<7"
name = "hnswlib"
version = "0.7.0"
description = "hnswlib"
-category = "main"
optional = false
python-versions = "*"
files = [
@@ -2276,7 +2249,6 @@ numpy = "*"
name = "hpack"
version = "4.0.0"
description = "Pure-Python HPACK header compression"
-category = "main"
optional = false
python-versions = ">=3.6.1"
files = [
@@ -2288,7 +2260,6 @@ files = [
name = "httpcore"
version = "0.16.3"
description = "A minimal low-level HTTP client."
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -2300,17 +2271,16 @@ files = [
anyio = ">=3.0,<5.0"
certifi = "*"
h11 = ">=0.13,<0.15"
-sniffio = ">=1.0.0,<2.0.0"
+sniffio = "==1.*"
[package.extras]
http2 = ["h2 (>=3,<5)"]
-socks = ["socksio (>=1.0.0,<2.0.0)"]
+socks = ["socksio (==1.*)"]
[[package]]
name = "httplib2"
version = "0.22.0"
description = "A comprehensive HTTP client library."
-category = "main"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
files = [
@@ -2325,7 +2295,6 @@ pyparsing = {version = ">=2.4.2,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.0.2 || >3.0
name = "httptools"
version = "0.6.0"
description = "A collection of framework independent HTTP protocol utils."
-category = "main"
optional = false
python-versions = ">=3.5.0"
files = [
@@ -2373,7 +2342,6 @@ test = ["Cython (>=0.29.24,<0.30.0)"]
name = "httpx"
version = "0.23.3"
description = "The next generation HTTP client."
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -2390,47 +2358,48 @@ sniffio = "*"
[package.extras]
brotli = ["brotli", "brotlicffi"]
-cli = ["click (>=8.0.0,<9.0.0)", "pygments (>=2.0.0,<3.0.0)", "rich (>=10,<13)"]
+cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<13)"]
http2 = ["h2 (>=3,<5)"]
-socks = ["socksio (>=1.0.0,<2.0.0)"]
+socks = ["socksio (==1.*)"]
[[package]]
name = "huggingface-hub"
-version = "0.15.1"
+version = "0.16.4"
description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
-category = "main"
optional = false
python-versions = ">=3.7.0"
files = [
- {file = "huggingface_hub-0.15.1-py3-none-any.whl", hash = "sha256:05b0fb0abbf1f625dfee864648ac3049fe225ac4371c7bafaca0c2d3a2f83445"},
- {file = "huggingface_hub-0.15.1.tar.gz", hash = "sha256:a61b7d1a7769fe10119e730277c72ab99d95c48d86a3d6da3e9f3d0f632a4081"},
+ {file = "huggingface_hub-0.16.4-py3-none-any.whl", hash = "sha256:0d3df29932f334fead024afc7cb4cc5149d955238b8b5e42dcf9740d6995a349"},
+ {file = "huggingface_hub-0.16.4.tar.gz", hash = "sha256:608c7d4f3d368b326d1747f91523dbd1f692871e8e2e7a4750314a2dd8b63e14"},
]
[package.dependencies]
+aiohttp = {version = "*", optional = true, markers = "extra == \"inference\""}
filelock = "*"
fsspec = "*"
packaging = ">=20.9"
+pydantic = {version = "*", optional = true, markers = "extra == \"inference\""}
pyyaml = ">=5.1"
requests = "*"
tqdm = ">=4.42.1"
typing-extensions = ">=3.7.4.3"
[package.extras]
-all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "black (>=23.1,<24.0)", "gradio", "jedi", "mypy (==0.982)", "numpy", "pytest", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (>=23.1,<24.0)", "gradio", "jedi", "mypy (==0.982)", "numpy", "pydantic", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "black (>=23.1,<24.0)", "gradio", "jedi", "mypy (==0.982)", "numpy", "pytest", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (>=23.1,<24.0)", "gradio", "jedi", "mypy (==0.982)", "numpy", "pydantic", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
+inference = ["aiohttp", "pydantic"]
quality = ["black (>=23.1,<24.0)", "mypy (==0.982)", "ruff (>=0.0.241)"]
tensorflow = ["graphviz", "pydot", "tensorflow"]
-testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "gradio", "jedi", "numpy", "pytest", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "numpy", "pydantic", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
torch = ["torch"]
-typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
+typing = ["pydantic", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
[[package]]
name = "humanfriendly"
version = "10.0"
description = "Human friendly output for text interfaces using Python"
-category = "main"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
files = [
@@ -2445,7 +2414,6 @@ pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_ve
name = "hyperframe"
version = "6.0.1"
description = "HTTP/2 framing layer for Python"
-category = "main"
optional = false
python-versions = ">=3.6.1"
files = [
@@ -2457,7 +2425,6 @@ files = [
name = "idna"
version = "3.4"
description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
optional = false
python-versions = ">=3.5"
files = [
@@ -2469,7 +2436,6 @@ files = [
name = "importlib-metadata"
version = "6.8.0"
description = "Read metadata from Python packages"
-category = "main"
optional = false
python-versions = ">=3.8"
files = [
@@ -2487,14 +2453,13 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
[[package]]
name = "importlib-resources"
-version = "6.0.0"
+version = "6.0.1"
description = "Read resources from Python packages"
-category = "main"
optional = false
python-versions = ">=3.8"
files = [
- {file = "importlib_resources-6.0.0-py3-none-any.whl", hash = "sha256:d952faee11004c045f785bb5636e8f885bed30dc3c940d5d42798a2a4541c185"},
- {file = "importlib_resources-6.0.0.tar.gz", hash = "sha256:4cf94875a8368bd89531a756df9a9ebe1f150e0f885030b461237bc7f2d905f2"},
+ {file = "importlib_resources-6.0.1-py3-none-any.whl", hash = "sha256:134832a506243891221b88b4ae1213327eea96ceb4e407a00d790bb0626f45cf"},
+ {file = "importlib_resources-6.0.1.tar.gz", hash = "sha256:4359457e42708462b9626a04657c6208ad799ceb41e5c58c57ffa0e6a098a5d4"},
]
[package.dependencies]
@@ -2508,7 +2473,6 @@ testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)",
name = "iniconfig"
version = "2.0.0"
description = "brain-dead simple config-ini parsing"
-category = "dev"
optional = false
python-versions = ">=3.7"
files = [
@@ -2520,7 +2484,6 @@ files = [
name = "invoke"
version = "1.7.3"
description = "Pythonic task execution"
-category = "main"
optional = false
python-versions = "*"
files = [
@@ -2530,14 +2493,13 @@ files = [
[[package]]
name = "ipykernel"
-version = "6.24.0"
+version = "6.25.1"
description = "IPython Kernel for Jupyter"
-category = "dev"
optional = false
python-versions = ">=3.8"
files = [
- {file = "ipykernel-6.24.0-py3-none-any.whl", hash = "sha256:2f5fffc7ad8f1fd5aadb4e171ba9129d9668dbafa374732cf9511ada52d6547f"},
- {file = "ipykernel-6.24.0.tar.gz", hash = "sha256:29cea0a716b1176d002a61d0b0c851f34536495bc4ef7dd0222c88b41b816123"},
+ {file = "ipykernel-6.25.1-py3-none-any.whl", hash = "sha256:c8a2430b357073b37c76c21c52184db42f6b4b0e438e1eb7df3c4440d120497c"},
+ {file = "ipykernel-6.25.1.tar.gz", hash = "sha256:050391364c0977e768e354bdb60cbbfbee7cbb943b1af1618382021136ffd42f"},
]
[package.dependencies]
@@ -2546,7 +2508,7 @@ comm = ">=0.1.1"
debugpy = ">=1.6.5"
ipython = ">=7.23.1"
jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
matplotlib-inline = ">=0.1"
nest-asyncio = "*"
packaging = "*"
@@ -2566,7 +2528,6 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
name = "ipython"
version = "8.14.0"
description = "IPython: Productive Interactive Computing"
-category = "dev"
optional = false
python-versions = ">=3.9"
files = [
@@ -2606,7 +2567,6 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pa
name = "jaraco-classes"
version = "3.3.0"
description = "Utility functions for Python class constructs"
-category = "main"
optional = false
python-versions = ">=3.8"
files = [
@@ -2623,13 +2583,12 @@ testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)",
[[package]]
name = "jcloud"
-version = "0.2.12"
+version = "0.2.16"
description = "Simplify deploying and managing Jina projects on Jina Cloud"
-category = "main"
optional = false
python-versions = "*"
files = [
- {file = "jcloud-0.2.12.tar.gz", hash = "sha256:b7bae0909e4f09267aaa681c59e86ae27d3812fb7b63ad018bfbbcfdf8c0ad1e"},
+ {file = "jcloud-0.2.16.tar.gz", hash = "sha256:abf39a70fc5852574a05e03dac5e5cc364df87ae1f8476cbd441178f14adb578"},
]
[package.dependencies]
@@ -2646,29 +2605,27 @@ test = ["black (==22.3.0)", "jina (>=3.7.0)", "mock", "pytest", "pytest-asyncio"
[[package]]
name = "jedi"
-version = "0.18.2"
+version = "0.19.0"
description = "An autocompletion tool for Python that can be used for text editors."
-category = "dev"
optional = false
python-versions = ">=3.6"
files = [
- {file = "jedi-0.18.2-py2.py3-none-any.whl", hash = "sha256:203c1fd9d969ab8f2119ec0a3342e0b49910045abe6af0a3ae83a5764d54639e"},
- {file = "jedi-0.18.2.tar.gz", hash = "sha256:bae794c30d07f6d910d32a7048af09b5a39ed740918da923c6b780790ebac612"},
+ {file = "jedi-0.19.0-py2.py3-none-any.whl", hash = "sha256:cb8ce23fbccff0025e9386b5cf85e892f94c9b822378f8da49970471335ac64e"},
+ {file = "jedi-0.19.0.tar.gz", hash = "sha256:bcf9894f1753969cbac8022a8c2eaee06bfa3724e4192470aaffe7eb6272b0c4"},
]
[package.dependencies]
-parso = ">=0.8.0,<0.9.0"
+parso = ">=0.8.3,<0.9.0"
[package.extras]
docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
[[package]]
name = "jeepney"
version = "0.8.0"
description = "Low-level, pure Python DBus protocol wrapper."
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -2684,7 +2641,6 @@ trio = ["async_generator", "trio"]
name = "jina"
version = "3.15.2"
description = "Build multimodal AI services via cloud native technologies ยท Neural Search ยท Generative AI ยท MLOps"
-category = "main"
optional = false
python-versions = "*"
files = [
@@ -2802,7 +2758,6 @@ websockets = ["websockets"]
name = "jina-hubble-sdk"
version = "0.39.0"
description = "SDK for Hubble API at Jina AI."
-category = "main"
optional = false
python-versions = ">=3.7.0"
files = [
@@ -2828,8 +2783,7 @@ full = ["aiohttp", "black (==22.3.0)", "docker", "filelock", "flake8 (==4.0.1)",
name = "jinja2"
version = "3.1.2"
description = "A very fast and expressive template engine."
-category = "main"
-optional = false
+optional = true
python-versions = ">=3.7"
files = [
{file = "Jinja2-3.1.2-py3-none-any.whl", hash = "sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"},
@@ -2844,21 +2798,19 @@ i18n = ["Babel (>=2.7)"]
[[package]]
name = "joblib"
-version = "1.3.1"
+version = "1.3.2"
description = "Lightweight pipelining with Python functions"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
- {file = "joblib-1.3.1-py3-none-any.whl", hash = "sha256:89cf0529520e01b3de7ac7b74a8102c90d16d54c64b5dd98cafcd14307fdf915"},
- {file = "joblib-1.3.1.tar.gz", hash = "sha256:1f937906df65329ba98013dc9692fe22a4c5e4a648112de500508b18a21b41e3"},
+ {file = "joblib-1.3.2-py3-none-any.whl", hash = "sha256:ef4331c65f239985f3f2220ecc87db222f08fd22097a3dd5698f693875f8cbb9"},
+ {file = "joblib-1.3.2.tar.gz", hash = "sha256:92f865e621e17784e7955080b6d042489e3b8e294949cc44c6eac304f59772b1"},
]
[[package]]
name = "jupyter-client"
version = "8.3.0"
description = "Jupyter protocol implementation and client libraries"
-category = "dev"
optional = false
python-versions = ">=3.8"
files = [
@@ -2868,7 +2820,7 @@ files = [
[package.dependencies]
importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
python-dateutil = ">=2.8.2"
pyzmq = ">=23.0"
tornado = ">=6.2"
@@ -2882,7 +2834,6 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pyt
name = "jupyter-core"
version = "5.3.1"
description = "Jupyter core package. A base package on which Jupyter projects rely."
-category = "dev"
optional = false
python-versions = ">=3.8"
files = [
@@ -2903,7 +2854,6 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
name = "keyring"
version = "24.2.0"
description = "Store and access your passwords safely."
-category = "main"
optional = false
python-versions = ">=3.8"
files = [
@@ -2925,14 +2875,13 @@ testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)",
[[package]]
name = "langchain"
-version = "0.0.240"
+version = "0.0.256"
description = "Building applications with LLMs through composability"
-category = "main"
optional = false
python-versions = ">=3.8.1,<4.0"
files = [
- {file = "langchain-0.0.240-py3-none-any.whl", hash = "sha256:110d68116b9bf4eff3aa342a3d6e521f841f9af22fcc02ed52699ada41a46b90"},
- {file = "langchain-0.0.240.tar.gz", hash = "sha256:698669880d94498ce90f33b28222d46be6297c7b280a399612af7e7a5af39dd6"},
+ {file = "langchain-0.0.256-py3-none-any.whl", hash = "sha256:3389fcb85d8d4fb16bae5ca9995d3ce634a3330f8ac1f458afc6171e4ca52de5"},
+ {file = "langchain-0.0.256.tar.gz", hash = "sha256:b80115e19f86199c49bca8ef18c09d2d87548332a0144a1c5ce6a2f82e4f5f9c"},
]
[package.dependencies]
@@ -2944,39 +2893,52 @@ numexpr = ">=2.8.4,<3.0.0"
numpy = ">=1,<2"
openapi-schema-pydantic = ">=1.2,<2.0"
pydantic = ">=1,<2"
-PyYAML = ">=5.4.1"
+PyYAML = ">=5.3"
requests = ">=2,<3"
SQLAlchemy = ">=1.4,<3"
tenacity = ">=8.1.0,<9.0.0"
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clarifai = ["clarifai (>=9.1.0)"]
-cohere = ["cohere (>=3,<4)"]
+cohere = ["cohere (>=4,<5)"]
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description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
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@@ -3028,13 +2988,12 @@ test = ["coverage", "pytest", "pytest-cov"]
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description = "A Python wrapper for llama.cpp"
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@@ -3068,7 +3026,6 @@ dev = ["Sphinx (==5.3.0)", "colorama (==0.4.5)", "colorama (==0.4.6)", "freezegu
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[[package]]
name = "qdrant-client"
-version = "1.3.1"
+version = "1.4.0"
description = "Client library for the Qdrant vector search engine"
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optional = false
python-versions = ">=3.7,<3.12"
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httpx = {version = ">=0.14.0", extras = ["http2"]}
numpy = {version = ">=1.21", markers = "python_version >= \"3.8\""}
portalocker = ">=2.7.0,<3.0.0"
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urllib3 = ">=1.26.14,<2.0.0"
[[package]]
name = "readme-renderer"
version = "40.0"
description = "readme_renderer is a library for rendering \"readme\" descriptions for Warehouse"
-category = "main"
optional = false
python-versions = ">=3.8"
files = [
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name = "realtime"
version = "1.0.0"
description = ""
-category = "main"
optional = false
python-versions = ">=3.8,<4.0"
files = [
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name = "regex"
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description = "Alternative regular expression module, to replace re."
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[package.extras]
-all = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "flax (>=0.6.3)", "h5py (>=3.7.0)", "huggingface-hub (>=0.12.1)", "isort (>=5.5.4)", "jax (>=0.3.25)", "jaxlib (>=0.3.25)", "numpy (>=1.21.6)", "paddlepaddle (>=2.4.1)", "pytest (>=7.2.0)", "pytest-benchmark (>=4.0.0)", "setuptools-rust (>=1.5.2)", "tensorflow (>=2.11.0)", "torch (>=1.10)"]
-dev = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "flax (>=0.6.3)", "h5py (>=3.7.0)", "huggingface-hub (>=0.12.1)", "isort (>=5.5.4)", "jax (>=0.3.25)", "jaxlib (>=0.3.25)", "numpy (>=1.21.6)", "paddlepaddle (>=2.4.1)", "pytest (>=7.2.0)", "pytest-benchmark (>=4.0.0)", "setuptools-rust (>=1.5.2)", "tensorflow (>=2.11.0)", "torch (>=1.10)"]
+all = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "flax (>=0.6.3)", "h5py (>=3.7.0)", "huggingface-hub (>=0.12.1)", "isort (>=5.5.4)", "jax (>=0.3.25)", "jaxlib (>=0.3.25)", "numpy (>=1.21.6)", "paddlepaddle (>=2.4.1)", "pytest (>=7.2.0)", "pytest-benchmark (>=4.0.0)", "setuptools-rust (>=1.5.2)", "tensorflow (==2.11.0)", "torch (>=1.10)"]
+dev = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "flax (>=0.6.3)", "h5py (>=3.7.0)", "huggingface-hub (>=0.12.1)", "isort (>=5.5.4)", "jax (>=0.3.25)", "jaxlib (>=0.3.25)", "numpy (>=1.21.6)", "paddlepaddle (>=2.4.1)", "pytest (>=7.2.0)", "pytest-benchmark (>=4.0.0)", "setuptools-rust (>=1.5.2)", "tensorflow (==2.11.0)", "torch (>=1.10)"]
jax = ["flax (>=0.6.3)", "jax (>=0.3.25)", "jaxlib (>=0.3.25)"]
numpy = ["numpy (>=1.21.6)"]
paddlepaddle = ["paddlepaddle (>=2.4.1)"]
+pinned-tf = ["tensorflow (==2.11.0)"]
quality = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "isort (>=5.5.4)"]
tensorflow = ["tensorflow (>=2.11.0)"]
testing = ["h5py (>=3.7.0)", "huggingface-hub (>=0.12.1)", "numpy (>=1.21.6)", "pytest (>=7.2.0)", "pytest-benchmark (>=4.0.0)", "setuptools-rust (>=1.5.2)"]
@@ -5979,8 +5879,7 @@ torch = ["torch (>=1.10)"]
name = "scikit-learn"
version = "1.3.0"
description = "A set of python modules for machine learning and data mining"
-category = "main"
-optional = false
+optional = true
python-versions = ">=3.8"
files = [
{file = "scikit-learn-1.3.0.tar.gz", hash = "sha256:8be549886f5eda46436b6e555b0e4873b4f10aa21c07df45c4bc1735afbccd7a"},
@@ -6022,8 +5921,7 @@ tests = ["black (>=23.3.0)", "matplotlib (>=3.1.3)", "mypy (>=1.3)", "numpydoc (
name = "scipy"
version = "1.11.1"
description = "Fundamental algorithms for scientific computing in Python"
-category = "main"
-optional = false
+optional = true
python-versions = "<3.13,>=3.9"
files = [
{file = "scipy-1.11.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:aec8c62fbe52914f9cf28d846cf0401dd80ab80788bbab909434eb336ed07c04"},
@@ -6059,7 +5957,6 @@ test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeo
name = "secretstorage"
version = "3.3.3"
description = "Python bindings to FreeDesktop.org Secret Service API"
-category = "main"
optional = false
python-versions = ">=3.6"
files = [
@@ -6075,7 +5972,6 @@ jeepney = ">=0.6"
name = "semver"
version = "2.13.0"
description = "Python helper for Semantic Versioning (http://semver.org/)"
-category = "main"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
files = [
@@ -6087,8 +5983,7 @@ files = [
name = "sentence-transformers"
version = "2.2.2"
description = "Multilingual text embeddings"
-category = "main"
-optional = false
+optional = true
python-versions = ">=3.6.0"
files = [
{file = "sentence-transformers-2.2.2.tar.gz", hash = "sha256:dbc60163b27de21076c9a30d24b5b7b6fa05141d68cf2553fa9a77bf79a29136"},
@@ -6110,8 +6005,7 @@ transformers = ">=4.6.0,<5.0.0"
name = "sentencepiece"
version = "0.1.99"
description = "SentencePiece python wrapper"
-category = "main"
-optional = false
+optional = true
python-versions = "*"
files = [
{file = "sentencepiece-0.1.99-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:0eb528e70571b7c02723e5804322469b82fe7ea418c96051d0286c0fa028db73"},
@@ -6165,7 +6059,6 @@ files = [
name = "setuptools"
version = "68.0.0"
description = "Easily download, build, install, upgrade, and uninstall Python packages"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -6182,7 +6075,6 @@ testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (
name = "shapely"
version = "1.8.5.post1"
description = "Geometric objects, predicates, and operations"
-category = "main"
optional = false
python-versions = ">=3.6"
files = [
@@ -6239,7 +6131,6 @@ vectorized = ["numpy"]
name = "six"
version = "1.16.0"
description = "Python 2 and 3 compatibility utilities"
-category = "main"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
files = [
@@ -6251,7 +6142,6 @@ files = [
name = "slack-bolt"
version = "1.18.0"
description = "The Bolt Framework for Python"
-category = "main"
optional = true
python-versions = ">=3.6"
files = [
@@ -6273,7 +6163,6 @@ testing-without-asyncio = ["Flask-Sockets (>=0.2,<1)", "Jinja2 (==3.0.3)", "Werk
name = "slack-sdk"
version = "3.21.3"
description = "The Slack API Platform SDK for Python"
-category = "main"
optional = true
python-versions = ">=3.6.0"
files = [
@@ -6289,7 +6178,6 @@ testing = ["Flask (>=1,<2)", "Flask-Sockets (>=0.2,<1)", "Jinja2 (==3.0.3)", "We
name = "smmap"
version = "5.0.0"
description = "A pure Python implementation of a sliding window memory map manager"
-category = "main"
optional = false
python-versions = ">=3.6"
files = [
@@ -6301,7 +6189,6 @@ files = [
name = "sniffio"
version = "1.3.0"
description = "Sniff out which async library your code is running under"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -6313,7 +6200,6 @@ files = [
name = "soupsieve"
version = "2.4.1"
description = "A modern CSS selector implementation for Beautiful Soup."
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -6325,7 +6211,6 @@ files = [
name = "sqlalchemy"
version = "1.4.41"
description = "Database Abstraction Library"
-category = "main"
optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
files = [
@@ -6373,7 +6258,7 @@ files = [
]
[package.dependencies]
-greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and platform_machine == \"aarch64\" or python_version >= \"3\" and platform_machine == \"ppc64le\" or python_version >= \"3\" and platform_machine == \"x86_64\" or python_version >= \"3\" and platform_machine == \"amd64\" or python_version >= \"3\" and platform_machine == \"AMD64\" or python_version >= \"3\" and platform_machine == \"win32\" or python_version >= \"3\" and platform_machine == \"WIN32\""}
+greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and (platform_machine == \"win32\" or platform_machine == \"WIN32\" or platform_machine == \"AMD64\" or platform_machine == \"amd64\" or platform_machine == \"x86_64\" or platform_machine == \"ppc64le\" or platform_machine == \"aarch64\")"}
[package.extras]
aiomysql = ["aiomysql", "greenlet (!=0.4.17)"]
@@ -6400,7 +6285,6 @@ sqlcipher = ["sqlcipher3-binary"]
name = "sqlalchemy2-stubs"
version = "0.0.2a35"
description = "Typing Stubs for SQLAlchemy 1.4"
-category = "main"
optional = false
python-versions = ">=3.6"
files = [
@@ -6415,7 +6299,6 @@ typing-extensions = ">=3.7.4"
name = "sqlmodel"
version = "0.0.8"
description = "SQLModel, SQL databases in Python, designed for simplicity, compatibility, and robustness."
-category = "main"
optional = false
python-versions = ">=3.6.1,<4.0.0"
files = [
@@ -6432,7 +6315,6 @@ sqlalchemy2-stubs = "*"
name = "stack-data"
version = "0.6.2"
description = "Extract data from python stack frames and tracebacks for informative displays"
-category = "dev"
optional = false
python-versions = "*"
files = [
@@ -6452,7 +6334,6 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
name = "starlette"
version = "0.27.0"
description = "The little ASGI library that shines."
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -6469,18 +6350,17 @@ full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyam
[[package]]
name = "storage3"
-version = "0.5.2"
+version = "0.5.3"
description = "Supabase Storage client for Python."
-category = "main"
optional = false
python-versions = ">=3.8,<4.0"
files = [
- {file = "storage3-0.5.2-py3-none-any.whl", hash = "sha256:3aaba8cebf89eef6b5fc48739b8c8c8539461f2eed9ea1dc4c763dea10c6d009"},
- {file = "storage3-0.5.2.tar.gz", hash = "sha256:e9932fca869a8f9cdab9a20e5249439928cfe2d07c4524141b15fef1882a7f61"},
+ {file = "storage3-0.5.3-py3-none-any.whl", hash = "sha256:5dab88b8e91afadb72fbfde4ce8fb819d6324385624ceb9dca2927fb80b3b800"},
+ {file = "storage3-0.5.3.tar.gz", hash = "sha256:0c8b356d61eb021d8fcb9ca94d124754f2738c75a73babef91b2f1f60b2a13c0"},
]
[package.dependencies]
-httpx = ">=0.23,<0.24"
+httpx = ">=0.23,<0.25"
python-dateutil = ">=2.8.2,<3.0.0"
typing-extensions = ">=4.2.0,<5.0.0"
@@ -6488,7 +6368,6 @@ typing-extensions = ">=4.2.0,<5.0.0"
name = "strenum"
version = "0.4.15"
description = "An Enum that inherits from str."
-category = "main"
optional = false
python-versions = "*"
files = [
@@ -6505,7 +6384,6 @@ test = ["pylint", "pytest", "pytest-black", "pytest-cov", "pytest-pylint"]
name = "supabase"
version = "1.0.3"
description = "Supabase client for Python."
-category = "main"
optional = false
python-versions = ">=3.8,<4.0"
files = [
@@ -6526,7 +6404,6 @@ supafunc = ">=0.2.2,<0.3.0"
name = "supafunc"
version = "0.2.2"
description = "Library for Supabase Functions"
-category = "main"
optional = false
python-versions = ">=3.7,<4.0"
files = [
@@ -6541,7 +6418,6 @@ httpx = ">=0.23.0,<0.24.0"
name = "sympy"
version = "1.12"
description = "Computer algebra system (CAS) in Python"
-category = "main"
optional = false
python-versions = ">=3.8"
files = [
@@ -6556,7 +6432,6 @@ mpmath = ">=0.19"
name = "tabulate"
version = "0.9.0"
description = "Pretty-print tabular data"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -6571,7 +6446,6 @@ widechars = ["wcwidth"]
name = "tenacity"
version = "8.2.2"
description = "Retry code until it succeeds"
-category = "main"
optional = false
python-versions = ">=3.6"
files = [
@@ -6584,14 +6458,13 @@ doc = ["reno", "sphinx", "tornado (>=4.5)"]
[[package]]
name = "textual"
-version = "0.30.0"
+version = "0.32.0"
description = "Modern Text User Interface framework"
-category = "main"
optional = true
python-versions = ">=3.7,<4.0"
files = [
- {file = "textual-0.30.0-py3-none-any.whl", hash = "sha256:e87d587e4569236f3809d41955ed9556287dbedaca64724e1d6ad5adbb69c9c5"},
- {file = "textual-0.30.0.tar.gz", hash = "sha256:bf7045a7e9b7dc3ac589c38ce86ac31aecf0e76e8c8ce09aee474316bc2e2c03"},
+ {file = "textual-0.32.0-py3-none-any.whl", hash = "sha256:81fc68406c8806bc864e2f035874a868b4ff0cf466289dce5f7b31869949383b"},
+ {file = "textual-0.32.0.tar.gz", hash = "sha256:f7b6683bc18faee6fd3c47cfbad43fbf8273c5fecc12230d52ce5ee089021327"},
]
[package.dependencies]
@@ -6604,8 +6477,7 @@ typing-extensions = ">=4.4.0,<5.0.0"
name = "threadpoolctl"
version = "3.2.0"
description = "threadpoolctl"
-category = "main"
-optional = false
+optional = true
python-versions = ">=3.8"
files = [
{file = "threadpoolctl-3.2.0-py3-none-any.whl", hash = "sha256:2b7818516e423bdaebb97c723f86a7c6b0a83d3f3b0970328d66f4d9104dc032"},
@@ -6616,7 +6488,6 @@ files = [
name = "tiktoken"
version = "0.4.0"
description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
-category = "main"
optional = false
python-versions = ">=3.8"
files = [
@@ -6662,7 +6533,6 @@ blobfile = ["blobfile (>=2)"]
name = "tokenizers"
version = "0.13.3"
description = "Fast and Customizable Tokenizers"
-category = "main"
optional = false
python-versions = "*"
files = [
@@ -6717,7 +6587,6 @@ testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
name = "toml"
version = "0.10.2"
description = "Python Library for Tom's Obvious, Minimal Language"
-category = "main"
optional = true
python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
files = [
@@ -6729,7 +6598,6 @@ files = [
name = "tomli"
version = "2.0.1"
description = "A lil' TOML parser"
-category = "dev"
optional = false
python-versions = ">=3.7"
files = [
@@ -6739,22 +6607,20 @@ files = [
[[package]]
name = "tomlkit"
-version = "0.11.8"
+version = "0.12.1"
description = "Style preserving TOML library"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
- {file = "tomlkit-0.11.8-py3-none-any.whl", hash = "sha256:8c726c4c202bdb148667835f68d68780b9a003a9ec34167b6c673b38eff2a171"},
- {file = "tomlkit-0.11.8.tar.gz", hash = "sha256:9330fc7faa1db67b541b28e62018c17d20be733177d290a13b24c62d1614e0c3"},
+ {file = "tomlkit-0.12.1-py3-none-any.whl", hash = "sha256:712cbd236609acc6a3e2e97253dfc52d4c2082982a88f61b640ecf0817eab899"},
+ {file = "tomlkit-0.12.1.tar.gz", hash = "sha256:38e1ff8edb991273ec9f6181244a6a391ac30e9f5098e7535640ea6be97a7c86"},
]
[[package]]
name = "torch"
version = "2.0.1"
description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
-category = "main"
-optional = false
+optional = true
python-versions = ">=3.8.0"
files = [
{file = "torch-2.0.1-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:8ced00b3ba471856b993822508f77c98f48a458623596a4c43136158781e306a"},
@@ -6793,8 +6659,7 @@ opt-einsum = ["opt-einsum (>=3.3)"]
name = "torchvision"
version = "0.15.2"
description = "image and video datasets and models for torch deep learning"
-category = "main"
-optional = false
+optional = true
python-versions = ">=3.8"
files = [
{file = "torchvision-0.15.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:7754088774e810c5672b142a45dcf20b1bd986a5a7da90f8660c43dc43fb850c"},
@@ -6821,7 +6686,7 @@ files = [
[package.dependencies]
numpy = "*"
-pillow = ">=5.3.0,<8.3.0 || >=8.4.0"
+pillow = ">=5.3.0,<8.3.dev0 || >=8.4.dev0"
requests = "*"
torch = "2.0.1"
@@ -6832,7 +6697,6 @@ scipy = ["scipy"]
name = "tornado"
version = "6.3.2"
description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
-category = "dev"
optional = false
python-versions = ">= 3.8"
files = [
@@ -6851,21 +6715,20 @@ files = [
[[package]]
name = "tqdm"
-version = "4.65.0"
+version = "4.66.1"
description = "Fast, Extensible Progress Meter"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
- {file = "tqdm-4.65.0-py3-none-any.whl", hash = "sha256:c4f53a17fe37e132815abceec022631be8ffe1b9381c2e6e30aa70edc99e9671"},
- {file = "tqdm-4.65.0.tar.gz", hash = "sha256:1871fb68a86b8fb3b59ca4cdd3dcccbc7e6d613eeed31f4c332531977b89beb5"},
+ {file = "tqdm-4.66.1-py3-none-any.whl", hash = "sha256:d302b3c5b53d47bce91fea46679d9c3c6508cf6332229aa1e7d8653723793386"},
+ {file = "tqdm-4.66.1.tar.gz", hash = "sha256:d88e651f9db8d8551a62556d3cff9e3034274ca5d66e93197cf2490e2dcb69c7"},
]
[package.dependencies]
colorama = {version = "*", markers = "platform_system == \"Windows\""}
[package.extras]
-dev = ["py-make (>=0.1.0)", "twine", "wheel"]
+dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
notebook = ["ipywidgets (>=6)"]
slack = ["slack-sdk"]
telegram = ["requests"]
@@ -6874,7 +6737,6 @@ telegram = ["requests"]
name = "traitlets"
version = "5.9.0"
description = "Traitlets Python configuration system"
-category = "dev"
optional = false
python-versions = ">=3.7"
files = [
@@ -6890,8 +6752,7 @@ test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]
name = "transformers"
version = "4.31.0"
description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
-category = "main"
-optional = false
+optional = true
python-versions = ">=3.8.0"
files = [
{file = "transformers-4.31.0-py3-none-any.whl", hash = "sha256:8487aab0195ce1c2a5ae189305118b9720daddbc7b688edb09ccd79e3b149f6b"},
@@ -6960,7 +6821,6 @@ vision = ["Pillow (<10.0.0)"]
name = "twine"
version = "3.8.0"
description = "Collection of utilities for publishing packages on PyPI"
-category = "main"
optional = false
python-versions = ">=3.6"
files = [
@@ -6984,7 +6844,6 @@ urllib3 = ">=1.26.0"
name = "typer"
version = "0.9.0"
description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
-category = "main"
optional = false
python-versions = ">=3.6"
files = [
@@ -7006,7 +6865,6 @@ test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.
name = "types-appdirs"
version = "1.4.3.5"
description = "Typing stubs for appdirs"
-category = "dev"
optional = false
python-versions = "*"
files = [
@@ -7018,7 +6876,6 @@ files = [
name = "types-cachetools"
version = "5.3.0.6"
description = "Typing stubs for cachetools"
-category = "main"
optional = false
python-versions = "*"
files = [
@@ -7030,7 +6887,6 @@ files = [
name = "types-pillow"
version = "9.5.0.6"
description = "Typing stubs for Pillow"
-category = "dev"
optional = false
python-versions = "*"
files = [
@@ -7042,7 +6898,6 @@ files = [
name = "types-pytz"
version = "2023.3.0.0"
description = "Typing stubs for pytz"
-category = "dev"
optional = false
python-versions = "*"
files = [
@@ -7054,7 +6909,6 @@ files = [
name = "types-pyyaml"
version = "6.0.12.11"
description = "Typing stubs for PyYAML"
-category = "dev"
optional = false
python-versions = "*"
files = [
@@ -7066,7 +6920,6 @@ files = [
name = "types-requests"
version = "2.31.0.2"
description = "Typing stubs for requests"
-category = "dev"
optional = false
python-versions = "*"
files = [
@@ -7081,7 +6934,6 @@ types-urllib3 = "*"
name = "types-urllib3"
version = "1.26.25.14"
description = "Typing stubs for urllib3"
-category = "dev"
optional = false
python-versions = "*"
files = [
@@ -7091,21 +6943,19 @@ files = [
[[package]]
name = "typing-extensions"
-version = "4.5.0"
+version = "4.7.1"
description = "Backported and Experimental Type Hints for Python 3.7+"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
- {file = "typing_extensions-4.5.0-py3-none-any.whl", hash = "sha256:fb33085c39dd998ac16d1431ebc293a8b3eedd00fd4a32de0ff79002c19511b4"},
- {file = "typing_extensions-4.5.0.tar.gz", hash = "sha256:5cb5f4a79139d699607b3ef622a1dedafa84e115ab0024e0d9c044a9479ca7cb"},
+ {file = "typing_extensions-4.7.1-py3-none-any.whl", hash = "sha256:440d5dd3af93b060174bf433bccd69b0babc3b15b1a8dca43789fd7f61514b36"},
+ {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
]
[[package]]
name = "typing-inspect"
version = "0.9.0"
description = "Runtime inspection utilities for typing module."
-category = "main"
optional = false
python-versions = "*"
files = [
@@ -7121,7 +6971,6 @@ typing-extensions = ">=3.7.4"
name = "tzdata"
version = "2023.3"
description = "Provider of IANA time zone data"
-category = "main"
optional = false
python-versions = ">=2"
files = [
@@ -7133,7 +6982,6 @@ files = [
name = "uc-micro-py"
version = "1.0.2"
description = "Micro subset of unicode data files for linkify-it-py projects."
-category = "main"
optional = true
python-versions = ">=3.7"
files = [
@@ -7148,7 +6996,6 @@ test = ["coverage", "pytest", "pytest-cov"]
name = "unstructured"
version = "0.7.12"
description = "A library that prepares raw documents for downstream ML tasks."
-category = "main"
optional = false
python-versions = ">=3.7.0"
files = [
@@ -7196,7 +7043,6 @@ wikipedia = ["wikipedia"]
name = "uritemplate"
version = "4.1.1"
description = "Implementation of RFC 6570 URI Templates"
-category = "main"
optional = false
python-versions = ">=3.6"
files = [
@@ -7208,7 +7054,6 @@ files = [
name = "urllib3"
version = "1.26.16"
description = "HTTP library with thread-safe connection pooling, file post, and more."
-category = "main"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
files = [
@@ -7225,7 +7070,6 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
name = "uvicorn"
version = "0.22.0"
description = "The lightning-fast ASGI server."
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -7240,7 +7084,7 @@ h11 = ">=0.8"
httptools = {version = ">=0.5.0", optional = true, markers = "extra == \"standard\""}
python-dotenv = {version = ">=0.13", optional = true, markers = "extra == \"standard\""}
pyyaml = {version = ">=5.1", optional = true, markers = "extra == \"standard\""}
-uvloop = {version = ">=0.14.0,<0.15.0 || >0.15.0,<0.15.1 || >0.15.1", optional = true, markers = "sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\" and extra == \"standard\""}
+uvloop = {version = ">=0.14.0,<0.15.0 || >0.15.0,<0.15.1 || >0.15.1", optional = true, markers = "(sys_platform != \"win32\" and sys_platform != \"cygwin\") and platform_python_implementation != \"PyPy\" and extra == \"standard\""}
watchfiles = {version = ">=0.13", optional = true, markers = "extra == \"standard\""}
websockets = {version = ">=10.4", optional = true, markers = "extra == \"standard\""}
@@ -7251,7 +7095,6 @@ standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)",
name = "uvloop"
version = "0.17.0"
description = "Fast implementation of asyncio event loop on top of libuv"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -7296,7 +7139,6 @@ test = ["Cython (>=0.29.32,<0.30.0)", "aiohttp", "flake8 (>=3.9.2,<3.10.0)", "my
name = "validators"
version = "0.20.0"
description = "Python Data Validation for Humansโข."
-category = "main"
optional = false
python-versions = ">=3.4"
files = [
@@ -7313,7 +7155,6 @@ test = ["flake8 (>=2.4.0)", "isort (>=4.2.2)", "pytest (>=2.2.3)"]
name = "watchfiles"
version = "0.19.0"
description = "Simple, modern and high performance file watching and code reload in python."
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -7348,7 +7189,6 @@ anyio = ">=3.0.0"
name = "wcwidth"
version = "0.2.6"
description = "Measures the displayed width of unicode strings in a terminal"
-category = "dev"
optional = false
python-versions = "*"
files = [
@@ -7360,7 +7200,6 @@ files = [
name = "weaviate-client"
version = "3.22.1"
description = "A python native Weaviate client"
-category = "main"
optional = false
python-versions = ">=3.8"
files = [
@@ -7381,7 +7220,6 @@ grpc = ["grpcio", "grpcio-tools"]
name = "webencodings"
version = "0.5.1"
description = "Character encoding aliases for legacy web content"
-category = "main"
optional = false
python-versions = "*"
files = [
@@ -7393,7 +7231,6 @@ files = [
name = "websocket-client"
version = "1.6.1"
description = "WebSocket client for Python with low level API options"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -7410,7 +7247,6 @@ test = ["websockets"]
name = "websockets"
version = "10.4"
description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -7487,14 +7323,13 @@ files = [
[[package]]
name = "wheel"
-version = "0.41.0"
+version = "0.41.1"
description = "A built-package format for Python"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
- {file = "wheel-0.41.0-py3-none-any.whl", hash = "sha256:7e9be3bbd0078f6147d82ed9ed957e323e7708f57e134743d2edef3a7b7972a9"},
- {file = "wheel-0.41.0.tar.gz", hash = "sha256:55a0f0a5a84869bce5ba775abfd9c462e3a6b1b7b7ec69d72c0b83d673a5114d"},
+ {file = "wheel-0.41.1-py3-none-any.whl", hash = "sha256:473219bd4cbedc62cea0cb309089b593e47c15c4a2531015f94e4e3b9a0f6981"},
+ {file = "wheel-0.41.1.tar.gz", hash = "sha256:12b911f083e876e10c595779709f8a88a59f45aacc646492a67fe9ef796c1b47"},
]
[package.extras]
@@ -7504,7 +7339,6 @@ test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
name = "wikipedia"
version = "1.4.0"
description = "Wikipedia API for Python"
-category = "main"
optional = false
python-versions = "*"
files = [
@@ -7519,7 +7353,6 @@ requests = ">=2.0.0,<3.0.0"
name = "win32-setctime"
version = "1.1.0"
description = "A small Python utility to set file creation time on Windows"
-category = "main"
optional = false
python-versions = ">=3.5"
files = [
@@ -7534,7 +7367,6 @@ dev = ["black (>=19.3b0)", "pytest (>=4.6.2)"]
name = "wrapt"
version = "1.15.0"
description = "Module for decorators, wrappers and monkey patching."
-category = "main"
optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
files = [
@@ -7619,7 +7451,6 @@ files = [
name = "xlrd"
version = "2.0.1"
description = "Library for developers to extract data from Microsoft Excel (tm) .xls spreadsheet files"
-category = "main"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
files = [
@@ -7636,7 +7467,6 @@ test = ["pytest", "pytest-cov"]
name = "xlsxwriter"
version = "3.1.2"
description = "A Python module for creating Excel XLSX files."
-category = "main"
optional = false
python-versions = ">=3.6"
files = [
@@ -7648,7 +7478,6 @@ files = [
name = "yarl"
version = "1.9.2"
description = "Yet another URL library"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -7736,7 +7565,6 @@ multidict = ">=4.0"
name = "zipp"
version = "3.16.2"
description = "Backport of pathlib-compatible object wrapper for zip files"
-category = "main"
optional = false
python-versions = ">=3.8"
files = [
@@ -7752,7 +7580,6 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
name = "zstandard"
version = "0.21.0"
description = "Zstandard bindings for Python"
-category = "main"
optional = false
python-versions = ">=3.7"
files = [
@@ -7808,9 +7635,11 @@ cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\
cffi = ["cffi (>=1.11)"]
[extras]
+all = []
deploy = ["langchain-serve"]
+local = ["ctransformers", "llama-cpp-python", "sentence-transformers"]
[metadata]
lock-version = "2.0"
python-versions = ">=3.9,<3.11"
-content-hash = "27e5eacffe71bc931e33a29e35b8ad11502457d291d3b2fc718029845a417627"
+content-hash = "9ac584c1cb5292e437fb4026f507a1ee342f7fd19248ef76f7765ec1bcab3211"
diff --git a/pyproject.toml b/pyproject.toml
index dab73887c..7ba79ca1a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
[tool.poetry]
name = "langflow"
-version = "0.3.3"
+version = "0.4.7"
description = "A Python package with a built-in web application"
authors = ["Logspace "]
maintainers = [
@@ -19,7 +19,7 @@ readme = "README.md"
keywords = ["nlp", "langchain", "openai", "gpt", "gui"]
packages = [{ include = "langflow", from = "src/backend" }]
include = ["src/backend/langflow/*", "src/backend/langflow/**/*"]
-
+documentation = "https://docs.langflow.org"
[tool.poetry.scripts]
langflow = "langflow.__main__:main"
@@ -33,19 +33,19 @@ google-search-results = "^2.4.1"
google-api-python-client = "^2.79.0"
typer = "^0.9.0"
gunicorn = "^21.1.0"
-langchain = "^0.0.240"
+langchain = "^0.0.256"
openai = "^0.27.8"
pandas = "^2.0.0"
chromadb = "^0.3.21"
-huggingface-hub = "^0.15.0"
+huggingface-hub = { version = "^0.16.0", extras = ["inference"] }
rich = "^13.4.2"
-llama-cpp-python = "~0.1.0"
+llama-cpp-python = { version = "~0.1.0", optional = true }
networkx = "^3.1"
unstructured = "^0.7.0"
pypdf = "^3.11.0"
lxml = "^4.9.2"
pysrt = "^1.1.2"
-fake-useragent = "^1.1.3"
+fake-useragent = "^1.2.1"
docstring-parser = "^0.15"
psycopg2-binary = "^2.9.6"
pyarrow = "^12.0.0"
@@ -56,14 +56,14 @@ qdrant-client = "^1.3.0"
websockets = "^10.3"
weaviate-client = "^3.21.0"
jina = "3.15.2"
-sentence-transformers = "^2.2.2"
-ctransformers = "^0.2.10"
+sentence-transformers = { version = "^2.2.2", optional = true }
+ctransformers = { version = "^0.2.10", optional = true }
cohere = "^4.11.0"
python-multipart = "^0.0.6"
sqlmodel = "^0.0.8"
faiss-cpu = "^1.7.4"
anthropic = "^0.3.0"
-orjson = "^3.9.1"
+orjson = "3.9.3"
multiprocess = "^0.70.14"
cachetools = "^5.3.1"
types-cachetools = "^5.3.0.5"
@@ -75,8 +75,12 @@ certifi = "^2023.5.7"
google-cloud-aiplatform = "^1.26.1"
psycopg = "^3.1.9"
psycopg-binary = "^3.1.9"
+fastavro = "^1.8.0"
+langchain-experimental = "^0.0.8"
+alembic = "^1.11.2"
+metaphor-python = "^0.1.11"
-[tool.poetry.dev-dependencies]
+[tool.poetry.group.dev.dependencies]
black = "^23.1.0"
ipykernel = "^6.21.2"
mypy = "^1.1.1"
@@ -94,6 +98,9 @@ types-pyyaml = "^6.0.12.8"
[tool.poetry.extras]
deploy = ["langchain-serve"]
+local = ["llama-cpp-python", "sentence-transformers", "ctransformers"]
+all = ["deploy", "local"]
+
[tool.pytest.ini_options]
minversion = "6.0"
diff --git a/src/backend/Dockerfile b/src/backend/Dockerfile
index 13f2dc62e..8257d89b0 100644
--- a/src/backend/Dockerfile
+++ b/src/backend/Dockerfile
@@ -11,4 +11,4 @@ RUN rm *.whl
EXPOSE 80
-CMD [ "uvicorn", "--host", "0.0.0.0", "--port", "80", "langflow.backend.app:app" ]
+CMD [ "uvicorn", "--host", "0.0.0.0", "--port", "7860", "--factory", "langflow.main:create_app" ]
diff --git a/src/backend/langflow/__init__.py b/src/backend/langflow/__init__.py
index f6d1facdf..f6eb836cc 100644
--- a/src/backend/langflow/__init__.py
+++ b/src/backend/langflow/__init__.py
@@ -1,6 +1,9 @@
from importlib import metadata
-from langflow.cache import cache_manager # noqa: E402
-from langflow.processing.process import load_flow_from_json # noqa: E402
+
+# Deactivate cache manager for now
+# from langflow.services.cache import cache_manager
+from langflow.processing.process import load_flow_from_json
+from langflow.interface.custom.custom_component import CustomComponent
try:
__version__ = metadata.version(__package__)
@@ -9,5 +12,4 @@ except metadata.PackageNotFoundError:
__version__ = ""
del metadata # optional, avoids polluting the results of dir(__package__)
-
-__all__ = ["load_flow_from_json", "cache_manager"]
+__all__ = ["load_flow_from_json", "cache_manager", "CustomComponent"]
diff --git a/src/backend/langflow/__main__.py b/src/backend/langflow/__main__.py
index 385e74932..43247b10f 100644
--- a/src/backend/langflow/__main__.py
+++ b/src/backend/langflow/__main__.py
@@ -1,8 +1,9 @@
-import os
import sys
import time
import httpx
-from multiprocess import Process, cpu_count # type: ignore
+from langflow.services.utils import get_settings_manager
+from langflow.utils.util import get_number_of_workers
+from multiprocess import Process # type: ignore
import platform
from pathlib import Path
from typing import Optional
@@ -12,7 +13,6 @@ from rich import box
from rich import print as rprint
import typer
from langflow.main import setup_app
-from langflow.settings import settings
from langflow.utils.logger import configure, logger
import webbrowser
from dotenv import load_dotenv
@@ -20,52 +20,29 @@ from dotenv import load_dotenv
app = typer.Typer()
-def get_number_of_workers(workers=None):
- if workers == -1:
- workers = (cpu_count() * 2) + 1
- return workers
-
-
def update_settings(
config: str,
cache: str,
dev: bool = False,
- database_url: Optional[str] = None,
remove_api_keys: bool = False,
+ components_path: Optional[Path] = None,
):
"""Update the settings from a config file."""
# Check for database_url in the environment variables
- database_url = database_url or os.getenv("langflow_database_url")
-
+ settings_manager = get_settings_manager()
if config:
- settings.update_from_yaml(config, dev=dev)
- if database_url:
- settings.update_settings(database_url=database_url)
+ logger.debug(f"Loading settings from {config}")
+ settings_manager.settings.update_from_yaml(config, dev=dev)
if remove_api_keys:
- settings.update_settings(remove_api_keys=remove_api_keys)
+ logger.debug(f"Setting remove_api_keys to {remove_api_keys}")
+ settings_manager.settings.update_settings(REMOVE_API_KEYS=remove_api_keys)
if cache:
- settings.update_settings(cache=cache)
-
-
-def load_params():
- """
- Load the parameters from the environment variables.
- """
- global_vars = globals()
-
- for key, value in global_vars.items():
- env_key = f"LANGFLOW_{key.upper()}"
- if env_key in os.environ:
- if isinstance(value, bool):
- # Handle booleans
- global_vars[key] = os.getenv(env_key, str(value)).lower() == "true"
- elif isinstance(value, int):
- # Handle integers
- global_vars[key] = int(os.getenv(env_key, str(value)))
- elif isinstance(value, str) or value is None:
- # Handle strings and None values
- global_vars[key] = os.getenv(env_key, str(value))
+ logger.debug(f"Setting cache to {cache}")
+ settings_manager.settings.update_settings(CACHE=cache)
+ if components_path:
+ logger.debug(f"Adding component path {components_path}")
+ settings_manager.settings.update_settings(COMPONENTS_PATH=components_path)
def serve_on_jcloud():
@@ -120,14 +97,21 @@ def serve(
"127.0.0.1", help="Host to bind the server to.", envvar="LANGFLOW_HOST"
),
workers: int = typer.Option(
- 1, help="Number of worker processes.", envvar="LANGFLOW_WORKERS"
+ 2, help="Number of worker processes.", envvar="LANGFLOW_WORKERS"
),
- timeout: int = typer.Option(60, help="Worker timeout in seconds."),
+ timeout: int = typer.Option(300, help="Worker timeout in seconds."),
port: int = typer.Option(7860, help="Port to listen on.", envvar="LANGFLOW_PORT"),
- config: str = typer.Option("config.yaml", help="Path to the configuration file."),
+ components_path: Optional[Path] = typer.Option(
+ Path(__file__).parent / "components",
+ help="Path to the directory containing custom components.",
+ envvar="LANGFLOW_COMPONENTS_PATH",
+ ),
+ config: str = typer.Option(
+ Path(__file__).parent / "config.yaml", help="Path to the configuration file."
+ ),
# .env file param
env_file: Path = typer.Option(
- ".env", help="Path to the .env file containing environment variables."
+ None, help="Path to the .env file containing environment variables."
),
log_level: str = typer.Option(
"critical", help="Logging level.", envvar="LANGFLOW_LOG_LEVEL"
@@ -142,11 +126,13 @@ def serve(
),
jcloud: bool = typer.Option(False, help="Deploy on Jina AI Cloud"),
dev: bool = typer.Option(False, help="Run in development mode (may contain bugs)"),
- database_url: str = typer.Option(
- None,
- help="Database URL to connect to. If not provided, a local SQLite database will be used.",
- envvar="LANGFLOW_DATABASE_URL",
- ),
+ # This variable does not work but is set by the .env file
+ # and works with Pydantic
+ # database_url: str = typer.Option(
+ # None,
+ # help="Database URL to connect to. If not provided, a local SQLite database will be used.",
+ # envvar="LANGFLOW_DATABASE_URL",
+ # ),
path: str = typer.Option(
None,
help="Path to the frontend directory containing build files. This is for development purposes only.",
@@ -162,6 +148,11 @@ def serve(
help="Remove API keys from the projects saved in the database.",
envvar="LANGFLOW_REMOVE_API_KEYS",
),
+ backend_only: bool = typer.Option(
+ False,
+ help="Run only the backend server without the frontend.",
+ envvar="LANGFLOW_BACKEND_ONLY",
+ ),
):
"""
Run the Langflow server.
@@ -169,7 +160,6 @@ def serve(
# override env variables with .env file
if env_file:
load_dotenv(env_file, override=True)
- load_params()
if jcloud:
return serve_on_jcloud()
@@ -178,13 +168,13 @@ def serve(
update_settings(
config,
dev=dev,
- database_url=database_url,
remove_api_keys=remove_api_keys,
cache=cache,
+ components_path=components_path,
)
# create path object if path is provided
static_files_dir: Optional[Path] = Path(path) if path else None
- app = setup_app(static_files_dir=static_files_dir)
+ app = setup_app(static_files_dir=static_files_dir, backend_only=backend_only)
# check if port is being used
if is_port_in_use(port, host):
port = get_free_port(port)
@@ -196,6 +186,10 @@ def serve(
"timeout": timeout,
}
+ # Define an env variable to know if we are just testing the server
+ if "pytest" in sys.modules:
+ return
+
if platform.system() in ["Windows"]:
# Run using uvicorn on MacOS and Windows
# Windows doesn't support gunicorn
@@ -298,7 +292,7 @@ def run_langflow(host, port, log_level, options, app):
Run Langflow server on localhost
"""
try:
- if platform.system() in ["Darwin", "Windows"]:
+ if platform.system() in ["Windows"]:
# Run using uvicorn on MacOS and Windows
# Windows doesn't support gunicorn
# MacOS requires an env variable to be set to use gunicorn
diff --git a/src/backend/langflow/alembic.ini b/src/backend/langflow/alembic.ini
new file mode 100644
index 000000000..379661422
--- /dev/null
+++ b/src/backend/langflow/alembic.ini
@@ -0,0 +1,113 @@
+# A generic, single database configuration.
+
+[alembic]
+# path to migration scripts
+script_location = alembic
+
+# template used to generate migration file names; The default value is %%(rev)s_%%(slug)s
+# Uncomment the line below if you want the files to be prepended with date and time
+# see https://alembic.sqlalchemy.org/en/latest/tutorial.html#editing-the-ini-file
+# for all available tokens
+# file_template = %%(year)d_%%(month).2d_%%(day).2d_%%(hour).2d%%(minute).2d-%%(rev)s_%%(slug)s
+
+# sys.path path, will be prepended to sys.path if present.
+# defaults to the current working directory.
+prepend_sys_path = .
+
+# timezone to use when rendering the date within the migration file
+# as well as the filename.
+# If specified, requires the python-dateutil library that can be
+# installed by adding `alembic[tz]` to the pip requirements
+# string value is passed to dateutil.tz.gettz()
+# leave blank for localtime
+# timezone =
+
+# max length of characters to apply to the
+# "slug" field
+# truncate_slug_length = 40
+
+# set to 'true' to run the environment during
+# the 'revision' command, regardless of autogenerate
+# revision_environment = false
+
+# set to 'true' to allow .pyc and .pyo files without
+# a source .py file to be detected as revisions in the
+# versions/ directory
+# sourceless = false
+
+# version location specification; This defaults
+# to alembic/versions. When using multiple version
+# directories, initial revisions must be specified with --version-path.
+# The path separator used here should be the separator specified by "version_path_separator" below.
+# version_locations = %(here)s/bar:%(here)s/bat:alembic/versions
+
+# version path separator; As mentioned above, this is the character used to split
+# version_locations. The default within new alembic.ini files is "os", which uses os.pathsep.
+# If this key is omitted entirely, it falls back to the legacy behavior of splitting on spaces and/or commas.
+# Valid values for version_path_separator are:
+#
+# version_path_separator = :
+# version_path_separator = ;
+# version_path_separator = space
+version_path_separator = os # Use os.pathsep. Default configuration used for new projects.
+
+# set to 'true' to search source files recursively
+# in each "version_locations" directory
+# new in Alembic version 1.10
+# recursive_version_locations = false
+
+# the output encoding used when revision files
+# are written from script.py.mako
+# output_encoding = utf-8
+
+# This is the path to the db in the root of the project.
+# When the user runs the Langflow the database url will
+# be set dinamically.
+sqlalchemy.url = sqlite:///../../../langflow.db
+
+
+[post_write_hooks]
+# post_write_hooks defines scripts or Python functions that are run
+# on newly generated revision scripts. See the documentation for further
+# detail and examples
+
+# format using "black" - use the console_scripts runner, against the "black" entrypoint
+# hooks = black
+# black.type = console_scripts
+# black.entrypoint = black
+# black.options = -l 79 REVISION_SCRIPT_FILENAME
+
+# Logging configuration
+[loggers]
+keys = root,sqlalchemy,alembic
+
+[handlers]
+keys = console
+
+[formatters]
+keys = generic
+
+[logger_root]
+level = WARN
+handlers = console
+qualname =
+
+[logger_sqlalchemy]
+level = WARN
+handlers =
+qualname = sqlalchemy.engine
+
+[logger_alembic]
+level = INFO
+handlers =
+qualname = alembic
+
+[handler_console]
+class = StreamHandler
+args = (sys.stderr,)
+level = NOTSET
+formatter = generic
+
+[formatter_generic]
+format = %(levelname)-5.5s [%(name)s] %(message)s
+datefmt = %H:%M:%S
diff --git a/src/backend/langflow/alembic/README b/src/backend/langflow/alembic/README
new file mode 100644
index 000000000..98e4f9c44
--- /dev/null
+++ b/src/backend/langflow/alembic/README
@@ -0,0 +1 @@
+Generic single-database configuration.
\ No newline at end of file
diff --git a/src/backend/langflow/alembic/env.py b/src/backend/langflow/alembic/env.py
new file mode 100644
index 000000000..310894431
--- /dev/null
+++ b/src/backend/langflow/alembic/env.py
@@ -0,0 +1,78 @@
+from logging.config import fileConfig
+
+from sqlalchemy import engine_from_config
+from sqlalchemy import pool
+
+from alembic import context
+
+from langflow.services.database.manager import SQLModel
+
+# this is the Alembic Config object, which provides
+# access to the values within the .ini file in use.
+config = context.config
+
+# Interpret the config file for Python logging.
+# This line sets up loggers basically.
+if config.config_file_name is not None:
+ fileConfig(config.config_file_name)
+
+# add your model's MetaData object here
+# for 'autogenerate' support
+# from myapp import mymodel
+# target_metadata = mymodel.Base.metadata
+target_metadata = SQLModel.metadata
+
+# other values from the config, defined by the needs of env.py,
+# can be acquired:
+# my_important_option = config.get_main_option("my_important_option")
+# ... etc.
+
+
+def run_migrations_offline() -> None:
+ """Run migrations in 'offline' mode.
+
+ This configures the context with just a URL
+ and not an Engine, though an Engine is acceptable
+ here as well. By skipping the Engine creation
+ we don't even need a DBAPI to be available.
+
+ Calls to context.execute() here emit the given string to the
+ script output.
+
+ """
+ url = config.get_main_option("sqlalchemy.url")
+ context.configure(
+ url=url,
+ target_metadata=target_metadata,
+ literal_binds=True,
+ dialect_opts={"paramstyle": "named"},
+ )
+
+ with context.begin_transaction():
+ context.run_migrations()
+
+
+def run_migrations_online() -> None:
+ """Run migrations in 'online' mode.
+
+ In this scenario we need to create an Engine
+ and associate a connection with the context.
+
+ """
+ connectable = engine_from_config(
+ config.get_section(config.config_ini_section, {}),
+ prefix="sqlalchemy.",
+ poolclass=pool.NullPool,
+ )
+
+ with connectable.connect() as connection:
+ context.configure(connection=connection, target_metadata=target_metadata)
+
+ with context.begin_transaction():
+ context.run_migrations()
+
+
+if context.is_offline_mode():
+ run_migrations_offline()
+else:
+ run_migrations_online()
diff --git a/src/backend/langflow/alembic/script.py.mako b/src/backend/langflow/alembic/script.py.mako
new file mode 100644
index 000000000..6ce335109
--- /dev/null
+++ b/src/backend/langflow/alembic/script.py.mako
@@ -0,0 +1,27 @@
+"""${message}
+
+Revision ID: ${up_revision}
+Revises: ${down_revision | comma,n}
+Create Date: ${create_date}
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+import sqlmodel
+${imports if imports else ""}
+
+# revision identifiers, used by Alembic.
+revision: str = ${repr(up_revision)}
+down_revision: Union[str, None] = ${repr(down_revision)}
+branch_labels: Union[str, Sequence[str], None] = ${repr(branch_labels)}
+depends_on: Union[str, Sequence[str], None] = ${repr(depends_on)}
+
+
+def upgrade() -> None:
+ ${upgrades if upgrades else "pass"}
+
+
+def downgrade() -> None:
+ ${downgrades if downgrades else "pass"}
diff --git a/src/backend/langflow/alembic/versions/0a534bdfd84b_remove_flowstyles_table.py b/src/backend/langflow/alembic/versions/0a534bdfd84b_remove_flowstyles_table.py
new file mode 100644
index 000000000..0100df44d
--- /dev/null
+++ b/src/backend/langflow/alembic/versions/0a534bdfd84b_remove_flowstyles_table.py
@@ -0,0 +1,42 @@
+"""Remove FlowStyles table
+
+Revision ID: 0a534bdfd84b
+Revises: 4814b6f4abfd
+Create Date: 2023-08-07 14:09:06.844104
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+
+
+# revision identifiers, used by Alembic.
+revision: str = "0a534bdfd84b"
+down_revision: Union[str, None] = "4814b6f4abfd"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+ # ### commands auto generated by Alembic - please adjust! ###
+ op.drop_table("flowstyle")
+ # ### end Alembic commands ###
+
+
+def downgrade() -> None:
+ # ### commands auto generated by Alembic - please adjust! ###
+ op.create_table(
+ "flowstyle",
+ sa.Column("color", sa.VARCHAR(), nullable=False),
+ sa.Column("emoji", sa.VARCHAR(), nullable=False),
+ sa.Column("flow_id", sa.CHAR(length=32), nullable=True),
+ sa.Column("id", sa.CHAR(length=32), nullable=False),
+ sa.ForeignKeyConstraint(
+ ["flow_id"],
+ ["flow.id"],
+ ),
+ sa.PrimaryKeyConstraint("id"),
+ sa.UniqueConstraint("id"),
+ )
+ # ### end Alembic commands ###
diff --git a/src/backend/langflow/alembic/versions/4814b6f4abfd_add_flow_table.py b/src/backend/langflow/alembic/versions/4814b6f4abfd_add_flow_table.py
new file mode 100644
index 000000000..0b2f32657
--- /dev/null
+++ b/src/backend/langflow/alembic/versions/4814b6f4abfd_add_flow_table.py
@@ -0,0 +1,65 @@
+"""Add Flow table
+
+Revision ID: 4814b6f4abfd
+Revises:
+Create Date: 2023-08-05 17:47:42.879824
+
+"""
+
+import contextlib
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+import sqlmodel
+
+
+# revision identifiers, used by Alembic.
+revision: str = "4814b6f4abfd"
+down_revision: Union[str, None] = None
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+ # ### commands auto generated by Alembic - please adjust! ###
+
+ # This suppress is used to not break the migration if the table already exists.
+ with contextlib.suppress(sa.exc.OperationalError):
+ op.create_table(
+ "flow",
+ sa.Column("data", sa.JSON(), nullable=True),
+ sa.Column("name", sqlmodel.sql.sqltypes.AutoString(), nullable=False),
+ sa.Column("description", sqlmodel.sql.sqltypes.AutoString(), nullable=True),
+ sa.Column("id", sqlmodel.sql.sqltypes.GUID(), nullable=False),
+ sa.PrimaryKeyConstraint("id"),
+ sa.UniqueConstraint("id"),
+ )
+ op.create_index(
+ op.f("ix_flow_description"), "flow", ["description"], unique=False
+ )
+ op.create_index(op.f("ix_flow_name"), "flow", ["name"], unique=False)
+ with contextlib.suppress(sa.exc.OperationalError):
+ op.create_table(
+ "flowstyle",
+ sa.Column("color", sqlmodel.sql.sqltypes.AutoString(), nullable=False),
+ sa.Column("emoji", sqlmodel.sql.sqltypes.AutoString(), nullable=False),
+ sa.Column("flow_id", sqlmodel.sql.sqltypes.GUID(), nullable=True),
+ sa.Column("id", sqlmodel.sql.sqltypes.GUID(), nullable=False),
+ sa.ForeignKeyConstraint(
+ ["flow_id"],
+ ["flow.id"],
+ ),
+ sa.PrimaryKeyConstraint("id"),
+ sa.UniqueConstraint("id"),
+ )
+ # ### end Alembic commands ###
+
+
+def downgrade() -> None:
+ # ### commands auto generated by Alembic - please adjust! ###
+ op.drop_table("flowstyle")
+ op.drop_index(op.f("ix_flow_name"), table_name="flow")
+ op.drop_index(op.f("ix_flow_description"), table_name="flow")
+ op.drop_table("flow")
+ # ### end Alembic commands ###
diff --git a/src/backend/langflow/api/router.py b/src/backend/langflow/api/router.py
index f090abe74..ea1938a75 100644
--- a/src/backend/langflow/api/router.py
+++ b/src/backend/langflow/api/router.py
@@ -5,7 +5,7 @@ from langflow.api.v1 import (
endpoints_router,
validate_router,
flows_router,
- flow_styles_router,
+ component_router,
)
router = APIRouter(
@@ -14,5 +14,5 @@ router = APIRouter(
router.include_router(chat_router)
router.include_router(endpoints_router)
router.include_router(validate_router)
+router.include_router(component_router)
router.include_router(flows_router)
-router.include_router(flow_styles_router)
diff --git a/src/backend/langflow/api/utils.py b/src/backend/langflow/api/utils.py
index 2384a4089..0fb53e541 100644
--- a/src/backend/langflow/api/utils.py
+++ b/src/backend/langflow/api/utils.py
@@ -57,3 +57,39 @@ def build_input_keys_response(langchain_object, artifacts):
input_keys_response["template"] = langchain_object.prompt.template
return input_keys_response
+
+
+def merge_nested_dicts(dict1, dict2):
+ for key, value in dict2.items():
+ if isinstance(value, dict) and isinstance(dict1.get(key), dict):
+ dict1[key] = merge_nested_dicts(dict1[key], value)
+ else:
+ dict1[key] = value
+ return dict1
+
+
+def merge_nested_dicts_with_renaming(dict1, dict2):
+ for key, value in dict2.items():
+ if (
+ key in dict1
+ and isinstance(value, dict)
+ and isinstance(dict1.get(key), dict)
+ ):
+ for sub_key, sub_value in value.items():
+ if sub_key in dict1[key]:
+ new_key = get_new_key(dict1[key], sub_key)
+ dict1[key][new_key] = sub_value
+ else:
+ dict1[key][sub_key] = sub_value
+ else:
+ dict1[key] = value
+ return dict1
+
+
+def get_new_key(dictionary, original_key):
+ counter = 1
+ new_key = original_key + " (" + str(counter) + ")"
+ while new_key in dictionary:
+ counter += 1
+ new_key = original_key + " (" + str(counter) + ")"
+ return new_key
diff --git a/src/backend/langflow/api/v1/__init__.py b/src/backend/langflow/api/v1/__init__.py
index f18f90e42..b6e7b36d8 100644
--- a/src/backend/langflow/api/v1/__init__.py
+++ b/src/backend/langflow/api/v1/__init__.py
@@ -2,12 +2,12 @@ from langflow.api.v1.endpoints import router as endpoints_router
from langflow.api.v1.validate import router as validate_router
from langflow.api.v1.chat import router as chat_router
from langflow.api.v1.flows import router as flows_router
-from langflow.api.v1.flow_styles import router as flow_styles_router
+from langflow.api.v1.components import router as component_router
__all__ = [
"chat_router",
"endpoints_router",
+ "component_router",
"validate_router",
"flows_router",
- "flow_styles_router",
]
diff --git a/src/backend/langflow/api/v1/callback.py b/src/backend/langflow/api/v1/callback.py
index deddde47f..69dbf5082 100644
--- a/src/backend/langflow/api/v1/callback.py
+++ b/src/backend/langflow/api/v1/callback.py
@@ -91,8 +91,8 @@ class AsyncStreamingLLMCallbackHandler(AsyncCallbackHandler):
# This is to emulate the stream of tokens
for resp in resps:
await self.websocket.send_json(resp.dict())
- except Exception as e:
- logger.error(e)
+ except Exception as exc:
+ logger.error(f"Error sending response: {exc}")
async def on_tool_error(
self, error: Union[Exception, KeyboardInterrupt], **kwargs: Any
diff --git a/src/backend/langflow/api/v1/chat.py b/src/backend/langflow/api/v1/chat.py
index 43f10a54b..611407e8d 100644
--- a/src/backend/langflow/api/v1/chat.py
+++ b/src/backend/langflow/api/v1/chat.py
@@ -3,13 +3,13 @@ from fastapi.responses import StreamingResponse
from langflow.api.utils import build_input_keys_response
from langflow.api.v1.schemas import BuildStatus, BuiltResponse, InitResponse, StreamData
-from langflow.chat.manager import ChatManager
+from langflow.services import service_manager, ServiceType
from langflow.graph.graph.base import Graph
from langflow.utils.logger import logger
from cachetools import LRUCache
router = APIRouter(tags=["Chat"])
-chat_manager = ChatManager()
+
flow_data_store: LRUCache = LRUCache(maxsize=10)
@@ -17,6 +17,7 @@ flow_data_store: LRUCache = LRUCache(maxsize=10)
async def chat(client_id: str, websocket: WebSocket):
"""Websocket endpoint for chat."""
try:
+ chat_manager = service_manager.get(ServiceType.CHAT_MANAGER)
if client_id in chat_manager.in_memory_cache:
await chat_manager.handle_websocket(client_id, websocket)
else:
@@ -26,7 +27,7 @@ async def chat(client_id: str, websocket: WebSocket):
message = "Please, build the flow before sending messages"
await websocket.close(code=status.WS_1011_INTERNAL_ERROR, reason=message)
except WebSocketException as exc:
- logger.error(exc)
+ logger.error(f"Websocket error: {exc}")
await websocket.close(code=status.WS_1011_INTERNAL_ERROR, reason=str(exc))
@@ -45,6 +46,7 @@ async def init_build(graph_data: dict, flow_id: str):
return InitResponse(flowId=flow_id)
# Delete from cache if already exists
+ chat_manager = service_manager.get(ServiceType.CHAT_MANAGER)
if flow_id in chat_manager.in_memory_cache:
with chat_manager.in_memory_cache._lock:
chat_manager.in_memory_cache.delete(flow_id)
@@ -56,7 +58,7 @@ async def init_build(graph_data: dict, flow_id: str):
return InitResponse(flowId=flow_id)
except Exception as exc:
- logger.error(exc)
+ logger.error(f"Error initializing build: {exc}")
return HTTPException(status_code=500, detail=str(exc))
@@ -74,7 +76,7 @@ async def build_status(flow_id: str):
)
except Exception as exc:
- logger.error(exc)
+ logger.error(f"Error checking build status: {exc}")
return HTTPException(status_code=500, detail=str(exc))
@@ -125,9 +127,8 @@ async def stream_build(flow_id: str):
vertex.build()
params = vertex._built_object_repr()
valid = True
- logger.debug(
- f"Building node {str(params)[:50]}{'...' if len(str(params)) > 50 else ''}"
- )
+ logger.debug(f"Building node {str(vertex.vertex_type)}")
+ logger.debug(f"Output: {params}")
if vertex.artifacts:
# The artifacts will be prompt variables
# passed to build_input_keys_response
@@ -156,12 +157,12 @@ async def stream_build(flow_id: str):
)
else:
input_keys_response = {
- "input_keys": {},
+ "input_keys": None,
"memory_keys": [],
"handle_keys": [],
}
yield str(StreamData(event="message", data=input_keys_response))
-
+ chat_manager = service_manager.get(ServiceType.CHAT_MANAGER)
chat_manager.set_cache(flow_id, langchain_object)
# We need to reset the chat history
chat_manager.chat_history.empty_history(flow_id)
@@ -177,5 +178,5 @@ async def stream_build(flow_id: str):
try:
return StreamingResponse(event_stream(flow_id), media_type="text/event-stream")
except Exception as exc:
- logger.error(exc)
+ logger.error(f"Error streaming build: {exc}")
raise HTTPException(status_code=500, detail=str(exc))
diff --git a/src/backend/langflow/api/v1/components.py b/src/backend/langflow/api/v1/components.py
new file mode 100644
index 000000000..4071461fb
--- /dev/null
+++ b/src/backend/langflow/api/v1/components.py
@@ -0,0 +1,77 @@
+from datetime import timezone
+from typing import List
+from uuid import UUID
+from langflow.services.database.models.component import Component, ComponentModel
+from langflow.services.utils import get_session
+from sqlmodel import Session, select
+from fastapi import APIRouter, Depends, HTTPException
+from sqlalchemy.exc import IntegrityError
+from datetime import datetime
+
+
+COMPONENT_NOT_FOUND = "Component not found"
+COMPONENT_ALREADY_EXISTS = "A component with the same id already exists."
+COMPONENT_DELETED = "Component deleted"
+
+
+router = APIRouter(prefix="/components", tags=["Components"])
+
+
+@router.post("/", response_model=Component)
+def create_component(component: ComponentModel, db: Session = Depends(get_session)):
+ db_component = Component(**component.dict())
+ try:
+ db.add(db_component)
+ db.commit()
+ db.refresh(db_component)
+ except IntegrityError as e:
+ db.rollback()
+ raise HTTPException(
+ status_code=400,
+ detail=COMPONENT_ALREADY_EXISTS,
+ ) from e
+ return db_component
+
+
+@router.get("/{component_id}", response_model=Component)
+def read_component(component_id: UUID, db: Session = Depends(get_session)):
+ if component := db.get(Component, component_id):
+ return component
+ else:
+ raise HTTPException(status_code=404, detail=COMPONENT_NOT_FOUND)
+
+
+@router.get("/", response_model=List[Component])
+def read_components(skip: int = 0, limit: int = 50, db: Session = Depends(get_session)):
+ query = select(Component)
+ query = query.offset(skip).limit(limit)
+
+ return db.execute(query).fetchall()
+
+
+@router.patch("/{component_id}", response_model=Component)
+def update_component(
+ component_id: UUID, component: ComponentModel, db: Session = Depends(get_session)
+):
+ db_component = db.get(Component, component_id)
+ if not db_component:
+ raise HTTPException(status_code=404, detail=COMPONENT_NOT_FOUND)
+ component_data = component.dict(exclude_unset=True)
+
+ for key, value in component_data.items():
+ setattr(db_component, key, value)
+
+ db_component.update_at = datetime.now(timezone.utc)
+ db.commit()
+ db.refresh(db_component)
+ return db_component
+
+
+@router.delete("/{component_id}")
+def delete_component(component_id: UUID, db: Session = Depends(get_session)):
+ component = db.get(Component, component_id)
+ if not component:
+ raise HTTPException(status_code=404, detail=COMPONENT_NOT_FOUND)
+ db.delete(component)
+ db.commit()
+ return {"detail": COMPONENT_DELETED}
diff --git a/src/backend/langflow/api/v1/endpoints.py b/src/backend/langflow/api/v1/endpoints.py
index 13cba6c2c..5d0c9a900 100644
--- a/src/backend/langflow/api/v1/endpoints.py
+++ b/src/backend/langflow/api/v1/endpoints.py
@@ -1,18 +1,31 @@
-from typing import Optional
-from langflow.cache.utils import save_uploaded_file
-from langflow.database.models.flow import Flow
-from langflow.processing.process import process_graph_cached, process_tweaks
-from langflow.utils.logger import logger
+from http import HTTPStatus
+from typing import Annotated, Optional
+
+from langflow.services.cache.utils import save_uploaded_file
+from langflow.services.database.models.flow import Flow
+from langflow.processing.process import process_graph_cached, process_tweaks
+from langflow.services.utils import get_settings_manager
+from langflow.utils.logger import logger
+from fastapi import APIRouter, Depends, HTTPException, UploadFile, Body
+
+from langflow.interface.custom.custom_component import CustomComponent
-from fastapi import APIRouter, Depends, HTTPException, UploadFile
from langflow.api.v1.schemas import (
ProcessResponse,
UploadFileResponse,
+ CustomComponentCode,
)
-from langflow.interface.types import langchain_types_dict
-from langflow.database.base import get_session
+from langflow.api.utils import merge_nested_dicts_with_renaming
+
+from langflow.interface.types import (
+ build_langchain_types_dict,
+ build_langchain_template_custom_component,
+ build_langchain_custom_component_list_from_path,
+)
+
+from langflow.services.utils import get_session
from sqlmodel import Session
# build router
@@ -21,7 +34,37 @@ router = APIRouter(tags=["Base"])
@router.get("/all")
def get_all():
- return langchain_types_dict
+ logger.debug("Building langchain types dict")
+ native_components = build_langchain_types_dict()
+ # custom_components is a list of dicts
+ # need to merge all the keys into one dict
+ custom_components_from_file = {}
+ settings_manager = get_settings_manager()
+ if settings_manager.settings.COMPONENTS_PATH:
+ logger.info(
+ f"Building custom components from {settings_manager.settings.COMPONENTS_PATH}"
+ )
+ custom_component_dicts = [
+ build_langchain_custom_component_list_from_path(str(path))
+ for path in settings_manager.settings.COMPONENTS_PATH
+ ]
+ logger.info(f"Loading {len(custom_component_dicts)} category(ies)")
+ for custom_component_dict in custom_component_dicts:
+ # custom_component_dict is a dict of dicts
+ if not custom_component_dict:
+ continue
+ category = list(custom_component_dict.keys())[0]
+ logger.info(
+ f"Loading {len(custom_component_dict[category])} component(s) from category {category}"
+ )
+ logger.debug(custom_component_dict)
+ custom_components_from_file = merge_nested_dicts_with_renaming(
+ custom_components_from_file, custom_component_dict
+ )
+
+ return merge_nested_dicts_with_renaming(
+ native_components, custom_components_from_file
+ )
# For backwards compatibility we will keep the old endpoint
@@ -31,6 +74,7 @@ async def process_flow(
flow_id: str,
inputs: Optional[dict] = None,
tweaks: Optional[dict] = None,
+ clear_cache: Annotated[bool, Body(embed=True)] = False, # noqa: F821
session: Session = Depends(get_session),
):
"""
@@ -50,7 +94,7 @@ async def process_flow(
graph_data = process_tweaks(graph_data, tweaks)
except Exception as exc:
logger.error(f"Error processing tweaks: {exc}")
- response = process_graph_cached(graph_data, inputs)
+ response = process_graph_cached(graph_data, inputs, clear_cache)
return ProcessResponse(
result=response,
)
@@ -60,7 +104,11 @@ async def process_flow(
raise HTTPException(status_code=500, detail=str(e)) from e
-@router.post("/upload/{flow_id}", response_model=UploadFileResponse, status_code=201)
+@router.post(
+ "/upload/{flow_id}",
+ response_model=UploadFileResponse,
+ status_code=HTTPStatus.CREATED,
+)
async def create_upload_file(file: UploadFile, flow_id: str):
# Cache file
try:
@@ -81,3 +129,13 @@ def get_version():
from langflow import __version__
return {"version": __version__}
+
+
+@router.post("/custom_component", status_code=HTTPStatus.OK)
+async def custom_component(
+ raw_code: CustomComponentCode,
+):
+ extractor = CustomComponent(code=raw_code.code)
+ extractor.is_check_valid()
+
+ return build_langchain_template_custom_component(extractor)
diff --git a/src/backend/langflow/api/v1/flow_styles.py b/src/backend/langflow/api/v1/flow_styles.py
deleted file mode 100644
index 40e292eb3..000000000
--- a/src/backend/langflow/api/v1/flow_styles.py
+++ /dev/null
@@ -1,83 +0,0 @@
-from uuid import UUID
-from langflow.database.models.flow_style import (
- FlowStyle,
- FlowStyleCreate,
- FlowStyleRead,
- FlowStyleUpdate,
-)
-from langflow.database.base import get_session
-from sqlmodel import Session, select
-from fastapi import APIRouter, Depends, HTTPException
-
-
-# build router
-router = APIRouter(prefix="/flow_styles", tags=["FlowStyles"])
-
-# FlowStyleCreate:
-# class FlowStyleBase(SQLModel):
-# color: str = Field(index=True)
-# emoji: str = Field(index=False)
-# flow_id: UUID = Field(default=None, foreign_key="flow.id")
-
-
-@router.post("/", response_model=FlowStyleRead)
-def create_flow_style(
- *, session: Session = Depends(get_session), flow_style: FlowStyleCreate
-):
- """Create a new flow_style."""
- db_flow_style = FlowStyle.from_orm(flow_style)
- session.add(db_flow_style)
- session.commit()
- session.refresh(db_flow_style)
- return db_flow_style
-
-
-@router.get("/", response_model=list[FlowStyleRead])
-def read_flow_styles(*, session: Session = Depends(get_session)):
- """Read all flows."""
- try:
- flows = session.exec(select(FlowStyle)).all()
- except Exception as e:
- raise HTTPException(status_code=500, detail=str(e)) from e
- return flows
-
-
-@router.get("/{flow_styles_id}", response_model=FlowStyleRead)
-def read_flow_style(*, session: Session = Depends(get_session), flow_styles_id: UUID):
- """Read a flow_style."""
- if flow_style := session.get(FlowStyle, flow_styles_id):
- return flow_style
- else:
- raise HTTPException(status_code=404, detail="FlowStyle not found")
-
-
-@router.patch("/{flow_style_id}", response_model=FlowStyleRead)
-def update_flow_style(
- *,
- session: Session = Depends(get_session),
- flow_style_id: UUID,
- flow_style: FlowStyleUpdate,
-):
- """Update a flow_style."""
- db_flow_style = session.get(FlowStyle, flow_style_id)
- if not db_flow_style:
- raise HTTPException(status_code=404, detail="FlowStyle not found")
- flow_data = flow_style.dict(exclude_unset=True)
- for key, value in flow_data.items():
- if hasattr(db_flow_style, key) and value is not None:
- setattr(db_flow_style, key, value)
- session.add(db_flow_style)
- session.commit()
- session.refresh(db_flow_style)
- return db_flow_style
-
-
-@router.delete("/{flow_id}")
-def delete_flow_style(*, session: Session = Depends(get_session), flow_id: UUID):
- """Delete a flow_style."""
- flow_style = session.get(FlowStyle, flow_id)
- if not flow_style:
- raise HTTPException(status_code=404, detail="FlowStyle not found")
- session.delete(flow_style)
- session.commit()
- return {"message": "FlowStyle deleted successfully"}
diff --git a/src/backend/langflow/api/v1/flows.py b/src/backend/langflow/api/v1/flows.py
index 4e000a128..3145ced3c 100644
--- a/src/backend/langflow/api/v1/flows.py
+++ b/src/backend/langflow/api/v1/flows.py
@@ -1,16 +1,15 @@
from typing import List
from uuid import UUID
-from langflow.settings import settings
from langflow.api.utils import remove_api_keys
from langflow.api.v1.schemas import FlowListCreate, FlowListRead
-from langflow.database.models.flow import (
+from langflow.services.database.models.flow import (
Flow,
FlowCreate,
FlowRead,
- FlowReadWithStyle,
FlowUpdate,
)
-from langflow.database.base import get_session
+from langflow.services.utils import get_session
+from langflow.services.utils import get_settings_manager
from sqlmodel import Session, select
from fastapi import APIRouter, Depends, HTTPException
from fastapi.encoders import jsonable_encoder
@@ -32,7 +31,7 @@ def create_flow(*, session: Session = Depends(get_session), flow: FlowCreate):
return db_flow
-@router.get("/", response_model=list[FlowReadWithStyle], status_code=200)
+@router.get("/", response_model=list[FlowRead], status_code=200)
def read_flows(*, session: Session = Depends(get_session)):
"""Read all flows."""
try:
@@ -42,7 +41,7 @@ def read_flows(*, session: Session = Depends(get_session)):
return [jsonable_encoder(flow) for flow in flows]
-@router.get("/{flow_id}", response_model=FlowReadWithStyle, status_code=200)
+@router.get("/{flow_id}", response_model=FlowRead, status_code=200)
def read_flow(*, session: Session = Depends(get_session), flow_id: UUID):
"""Read a flow."""
if flow := session.get(Flow, flow_id):
@@ -61,7 +60,8 @@ def update_flow(
if not db_flow:
raise HTTPException(status_code=404, detail="Flow not found")
flow_data = flow.dict(exclude_unset=True)
- if settings.remove_api_keys:
+ settings_manager = get_settings_manager()
+ if settings_manager.settings.REMOVE_API_KEYS:
flow_data = remove_api_keys(flow_data)
for key, value in flow_data.items():
setattr(db_flow, key, value)
diff --git a/src/backend/langflow/api/v1/schemas.py b/src/backend/langflow/api/v1/schemas.py
index e4b9a6e84..776e90034 100644
--- a/src/backend/langflow/api/v1/schemas.py
+++ b/src/backend/langflow/api/v1/schemas.py
@@ -1,7 +1,7 @@
from enum import Enum
from pathlib import Path
from typing import Any, Dict, List, Optional, Union
-from langflow.database.models.flow import FlowCreate, FlowRead
+from langflow.services.database.models.flow import FlowCreate, FlowRead
from pydantic import BaseModel, Field, validator
import json
@@ -116,3 +116,20 @@ class StreamData(BaseModel):
def __str__(self) -> str:
return f"event: {self.event}\ndata: {json.dumps(self.data)}\n\n"
+
+
+class CustomComponentCode(BaseModel):
+ code: str
+
+
+class CustomComponentResponseError(BaseModel):
+ detail: str
+ traceback: str
+
+
+class ComponentListCreate(BaseModel):
+ flows: List[FlowCreate]
+
+
+class ComponentListRead(BaseModel):
+ flows: List[FlowRead]
diff --git a/src/backend/langflow/cache/__init__.py b/src/backend/langflow/cache/__init__.py
deleted file mode 100644
index 723aa9e18..000000000
--- a/src/backend/langflow/cache/__init__.py
+++ /dev/null
@@ -1,7 +0,0 @@
-from langflow.cache.manager import cache_manager
-from langflow.cache.flow import InMemoryCache
-
-__all__ = [
- "cache_manager",
- "InMemoryCache",
-]
diff --git a/src/backend/langflow/components/__init__.py b/src/backend/langflow/components/__init__.py
new file mode 100644
index 000000000..765042210
--- /dev/null
+++ b/src/backend/langflow/components/__init__.py
@@ -0,0 +1,4 @@
+from langflow.interface.custom.custom_component import CustomComponent
+
+
+__all__ = ["CustomComponent"]
diff --git a/src/backend/langflow/components/chains/PromptRunner.py b/src/backend/langflow/components/chains/PromptRunner.py
new file mode 100644
index 000000000..141941c38
--- /dev/null
+++ b/src/backend/langflow/components/chains/PromptRunner.py
@@ -0,0 +1,33 @@
+from langflow import CustomComponent
+
+from langchain.llms.base import BaseLLM
+from langchain import PromptTemplate
+from langchain.schema import Document
+
+
+class PromptRunner(CustomComponent):
+ display_name: str = "Prompt Runner"
+ description: str = "Run a Chain with the given PromptTemplate"
+ beta = True
+ field_config = {
+ "llm": {"display_name": "LLM"},
+ "prompt": {
+ "display_name": "Prompt Template",
+ "info": "Make sure the prompt has all variables filled.",
+ },
+ "code": {"show": False},
+ "inputs": {"field_type": "code"},
+ }
+
+ def build(
+ self,
+ llm: BaseLLM,
+ prompt: PromptTemplate,
+ ) -> Document:
+ chain = prompt | llm
+ # The input is an empty dict because the prompt is already filled
+ result = chain.invoke({})
+ if hasattr(result, "content"):
+ result = result.content
+ self.repr_value = result
+ return Document(page_content=str(result))
diff --git a/src/backend/langflow/chat/__init__.py b/src/backend/langflow/components/chains/__init__.py
similarity index 100%
rename from src/backend/langflow/chat/__init__.py
rename to src/backend/langflow/components/chains/__init__.py
diff --git a/src/backend/langflow/components/toolkits/Metaphor.py b/src/backend/langflow/components/toolkits/Metaphor.py
new file mode 100644
index 000000000..6f43d24b4
--- /dev/null
+++ b/src/backend/langflow/components/toolkits/Metaphor.py
@@ -0,0 +1,56 @@
+from typing import List, Union
+from langflow import CustomComponent
+
+from metaphor_python import Metaphor # type: ignore
+from langchain.tools import Tool
+from langchain.agents import tool
+from langchain.agents.agent_toolkits.base import BaseToolkit
+
+
+class MetaphorToolkit(CustomComponent):
+ display_name: str = "Metaphor"
+ description: str = "Metaphor Toolkit"
+ documentation = (
+ "https://python.langchain.com/docs/integrations/tools/metaphor_search"
+ )
+ beta = True
+ # api key should be password = True
+ field_config = {
+ "metaphor_api_key": {"display_name": "Metaphor API Key", "password": True},
+ "code": {"advanced": True},
+ }
+
+ def build(
+ self,
+ metaphor_api_key: str,
+ use_autoprompt: bool = True,
+ search_num_results: int = 5,
+ similar_num_results: int = 5,
+ ) -> Union[Tool, BaseToolkit]:
+ # If documents, then we need to create a Vectara instance using .from_documents
+ client = Metaphor(api_key=metaphor_api_key)
+
+ @tool
+ def search(query: str):
+ """Call search engine with a query."""
+ return client.search(
+ query, use_autoprompt=use_autoprompt, num_results=search_num_results
+ )
+
+ @tool
+ def get_contents(ids: List[str]):
+ """Get contents of a webpage.
+
+ The ids passed in should be a list of ids as fetched from `search`.
+ """
+ return client.get_contents(ids)
+
+ @tool
+ def find_similar(url: str):
+ """Get search results similar to a given URL.
+
+ The url passed in should be a URL returned from `search`
+ """
+ return client.find_similar(url, num_results=similar_num_results)
+
+ return [search, get_contents, find_similar] # type: ignore
diff --git a/src/backend/langflow/database/__init__.py b/src/backend/langflow/components/toolkits/__init__.py
similarity index 100%
rename from src/backend/langflow/database/__init__.py
rename to src/backend/langflow/components/toolkits/__init__.py
diff --git a/src/backend/langflow/components/vectorstores/Vectara.py b/src/backend/langflow/components/vectorstores/Vectara.py
new file mode 100644
index 000000000..6edc69822
--- /dev/null
+++ b/src/backend/langflow/components/vectorstores/Vectara.py
@@ -0,0 +1,50 @@
+from typing import Optional, Union
+from langflow import CustomComponent
+
+from langchain.vectorstores import Vectara
+from langchain.schema import Document
+from langchain.vectorstores.base import VectorStore
+from langchain.schema import BaseRetriever
+from langchain.embeddings.base import Embeddings
+
+
+class VectaraComponent(CustomComponent):
+ display_name: str = "Vectara"
+ description: str = "Implementation of Vector Store using Vectara"
+ documentation = (
+ "https://python.langchain.com/docs/integrations/vectorstores/vectara"
+ )
+ beta = True
+ # api key should be password = True
+ field_config = {
+ "vectara_customer_id": {"display_name": "Vectara Customer ID"},
+ "vectara_corpus_id": {"display_name": "Vectara Corpus ID"},
+ "vectara_api_key": {"display_name": "Vectara API Key", "password": True},
+ "code": {"show": False},
+ "documents": {"display_name": "Documents"},
+ "embedding": {"display_name": "Embedding"},
+ }
+
+ def build(
+ self,
+ vectara_customer_id: str,
+ vectara_corpus_id: str,
+ vectara_api_key: str,
+ embedding: Optional[Embeddings] = None,
+ documents: Optional[Document] = None,
+ ) -> Union[VectorStore, BaseRetriever]:
+ # If documents, then we need to create a Vectara instance using .from_documents
+ if documents is not None and embedding is not None:
+ return Vectara.from_documents(
+ documents=documents, # type: ignore
+ vectara_customer_id=vectara_customer_id,
+ vectara_corpus_id=vectara_corpus_id,
+ vectara_api_key=vectara_api_key,
+ embedding=embedding,
+ )
+
+ return Vectara(
+ vectara_customer_id=vectara_customer_id,
+ vectara_corpus_id=vectara_corpus_id,
+ vectara_api_key=vectara_api_key,
+ )
diff --git a/src/backend/langflow/database/models/__init__.py b/src/backend/langflow/components/vectorstores/__init__.py
similarity index 100%
rename from src/backend/langflow/database/models/__init__.py
rename to src/backend/langflow/components/vectorstores/__init__.py
diff --git a/src/backend/langflow/config.yaml b/src/backend/langflow/config.yaml
index 3116e74c7..d25893c25 100644
--- a/src/backend/langflow/config.yaml
+++ b/src/backend/langflow/config.yaml
@@ -104,6 +104,8 @@ embeddings:
documentation: "https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/sentence_transformers"
CohereEmbeddings:
documentation: "https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/cohere"
+ VertexAIEmbeddings:
+ documentation: "https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/google_vertex_ai_palm"
llms:
OpenAI:
documentation: "https://python.langchain.com/docs/modules/model_io/models/llms/integrations/openai"
@@ -127,8 +129,8 @@ llms:
# There's a bug in this component deactivating until we get it sorted: _language_models.py", line 804, in send_message
# is_blocked=safety_attributes.get("blocked", False),
# AttributeError: 'list' object has no attribute 'get'
- # ChatVertexAI:
- # documentation: "https://python.langchain.com/docs/modules/model_io/models/chat/integrations/google_vertex_ai_palm"
+ ChatVertexAI:
+ documentation: "https://python.langchain.com/docs/modules/model_io/models/chat/integrations/google_vertex_ai_palm"
###
memories:
# https://github.com/supabase-community/supabase-py/issues/482
@@ -153,6 +155,8 @@ memories:
documentation: "https://python.langchain.com/docs/modules/memory/how_to/vectorstore_retriever_memory"
MongoDBChatMessageHistory:
documentation: "https://python.langchain.com/docs/modules/memory/integrations/mongodb_chat_message_history"
+ MotorheadMemory:
+ documentation: "https://python.langchain.com/docs/integrations/memory/motorhead_memory"
prompts:
ChatMessagePromptTemplate:
documentation: "https://python.langchain.com/docs/modules/model_io/prompts/prompt_templates/msg_prompt_templates"
@@ -290,3 +294,6 @@ output_parsers:
documentation: "https://python.langchain.com/docs/modules/model_io/output_parsers/structured"
ResponseSchema:
documentation: "https://python.langchain.com/docs/modules/model_io/output_parsers/structured"
+custom_components:
+ CustomComponent:
+ documentation: ""
diff --git a/src/backend/langflow/custom/customs.py b/src/backend/langflow/custom/customs.py
index 58ef1b508..55d855197 100644
--- a/src/backend/langflow/custom/customs.py
+++ b/src/backend/langflow/custom/customs.py
@@ -31,6 +31,9 @@ CUSTOM_NODES = {
"MidJourneyPromptChain": frontend_node.chains.MidJourneyPromptChainNode(),
"load_qa_chain": frontend_node.chains.CombineDocsChainNode(),
},
+ "custom_components": {
+ "CustomComponent": frontend_node.custom_components.CustomComponentFrontendNode(),
+ },
}
diff --git a/src/backend/langflow/database/base.py b/src/backend/langflow/database/base.py
deleted file mode 100644
index 256434523..000000000
--- a/src/backend/langflow/database/base.py
+++ /dev/null
@@ -1,37 +0,0 @@
-from langflow.settings import settings
-from sqlmodel import SQLModel, Session, create_engine
-from langflow.utils.logger import logger
-
-if settings.database_url and settings.database_url.startswith("sqlite"):
- connect_args = {"check_same_thread": False}
-else:
- connect_args = {}
-if not settings.database_url:
- raise RuntimeError("No database_url provided")
-engine = create_engine(settings.database_url, connect_args=connect_args)
-
-
-def create_db_and_tables():
- logger.debug("Creating database and tables")
- try:
- SQLModel.metadata.create_all(engine)
- except Exception as exc:
- logger.error(f"Error creating database and tables: {exc}")
- raise RuntimeError("Error creating database and tables") from exc
- # Now check if the table Flow exists, if not, something went wrong
- # and we need to create the tables again.
- from sqlalchemy import inspect
-
- inspector = inspect(engine)
- if "flow" not in inspector.get_table_names():
- logger.error("Something went wrong creating the database and tables.")
- logger.error("Please check your database settings.")
-
- raise RuntimeError("Something went wrong creating the database and tables.")
- else:
- logger.debug("Database and tables created successfully")
-
-
-def get_session():
- with Session(engine) as session:
- yield session
diff --git a/src/backend/langflow/database/models/flow_style.py b/src/backend/langflow/database/models/flow_style.py
deleted file mode 100644
index fe53799fe..000000000
--- a/src/backend/langflow/database/models/flow_style.py
+++ /dev/null
@@ -1,33 +0,0 @@
-# Path: src/backend/langflow/database/models/flowstyle.py
-
-from langflow.database.models.base import SQLModelSerializable
-from sqlmodel import Field, Relationship
-from uuid import UUID, uuid4
-from typing import TYPE_CHECKING, Optional
-
-if TYPE_CHECKING:
- from langflow.database.models.flow import Flow
-
-
-class FlowStyleBase(SQLModelSerializable):
- color: str
- emoji: str
- flow_id: UUID = Field(default=None, foreign_key="flow.id")
-
-
-class FlowStyle(FlowStyleBase, table=True):
- id: UUID = Field(default_factory=uuid4, primary_key=True, unique=True)
- flow: "Flow" = Relationship(back_populates="style")
-
-
-class FlowStyleUpdate(SQLModelSerializable):
- color: Optional[str] = None
- emoji: Optional[str] = None
-
-
-class FlowStyleCreate(FlowStyleBase):
- pass
-
-
-class FlowStyleRead(FlowStyleBase):
- id: UUID
diff --git a/src/backend/langflow/graph/graph/base.py b/src/backend/langflow/graph/graph/base.py
index 0d93dd0db..f0d3986cf 100644
--- a/src/backend/langflow/graph/graph/base.py
+++ b/src/backend/langflow/graph/graph/base.py
@@ -1,7 +1,7 @@
from typing import Dict, Generator, List, Type, Union
from langflow.graph.edge.base import Edge
-from langflow.graph.graph.constants import VERTEX_TYPE_MAP
+from langflow.graph.graph.constants import lazy_load_vertex_dict
from langflow.graph.vertex.base import Vertex
from langflow.graph.vertex.types import (
FileToolVertex,
@@ -77,6 +77,8 @@ class Graph:
def _validate_nodes(self) -> None:
"""Check that all nodes have edges"""
+ if len(self.nodes) == 1:
+ return
for node in self.nodes:
if not self._validate_node(node):
raise ValueError(
@@ -185,10 +187,12 @@ class Graph:
"""Returns the node class based on the node type."""
if node_type in FILE_TOOLS:
return FileToolVertex
- if node_type in VERTEX_TYPE_MAP:
- return VERTEX_TYPE_MAP[node_type]
+ if node_type in lazy_load_vertex_dict.VERTEX_TYPE_MAP:
+ return lazy_load_vertex_dict.VERTEX_TYPE_MAP[node_type]
return (
- VERTEX_TYPE_MAP[node_lc_type] if node_lc_type in VERTEX_TYPE_MAP else Vertex
+ lazy_load_vertex_dict.VERTEX_TYPE_MAP[node_lc_type]
+ if node_lc_type in lazy_load_vertex_dict.VERTEX_TYPE_MAP
+ else Vertex
)
def _build_vertices(self) -> List[Vertex]:
diff --git a/src/backend/langflow/graph/graph/constants.py b/src/backend/langflow/graph/graph/constants.py
index a2fd287eb..c9fea48b5 100644
--- a/src/backend/langflow/graph/graph/constants.py
+++ b/src/backend/langflow/graph/graph/constants.py
@@ -1,4 +1,3 @@
-from langflow.graph.vertex.base import Vertex
from langflow.graph.vertex import types
from langflow.interface.agents.base import agent_creator
from langflow.interface.chains.base import chain_creator
@@ -14,23 +13,46 @@ from langflow.interface.vector_store.base import vectorstore_creator
from langflow.interface.wrappers.base import wrapper_creator
from langflow.interface.output_parsers.base import output_parser_creator
from langflow.interface.retrievers.base import retriever_creator
-
-from typing import Dict, Type
+from langflow.interface.custom.base import custom_component_creator
+from langflow.utils.lazy_load import LazyLoadDictBase
-VERTEX_TYPE_MAP: Dict[str, Type[Vertex]] = {
- **{t: types.PromptVertex for t in prompt_creator.to_list()},
- **{t: types.AgentVertex for t in agent_creator.to_list()},
- **{t: types.ChainVertex for t in chain_creator.to_list()},
- **{t: types.ToolVertex for t in tool_creator.to_list()},
- **{t: types.ToolkitVertex for t in toolkits_creator.to_list()},
- **{t: types.WrapperVertex for t in wrapper_creator.to_list()},
- **{t: types.LLMVertex for t in llm_creator.to_list()},
- **{t: types.MemoryVertex for t in memory_creator.to_list()},
- **{t: types.EmbeddingVertex for t in embedding_creator.to_list()},
- **{t: types.VectorStoreVertex for t in vectorstore_creator.to_list()},
- **{t: types.DocumentLoaderVertex for t in documentloader_creator.to_list()},
- **{t: types.TextSplitterVertex for t in textsplitter_creator.to_list()},
- **{t: types.OutputParserVertex for t in output_parser_creator.to_list()},
- **{t: types.RetrieverVertex for t in retriever_creator.to_list()},
-}
+class VertexTypesDict(LazyLoadDictBase):
+ def __init__(self):
+ self._all_types_dict = None
+
+ @property
+ def VERTEX_TYPE_MAP(self):
+ return self.all_types_dict
+
+ def _build_dict(self):
+ langchain_types_dict = self.get_type_dict()
+ return {
+ **langchain_types_dict,
+ "Custom": ["Custom Tool", "Python Function"],
+ }
+
+ def get_type_dict(self):
+ return {
+ **{t: types.PromptVertex for t in prompt_creator.to_list()},
+ **{t: types.AgentVertex for t in agent_creator.to_list()},
+ **{t: types.ChainVertex for t in chain_creator.to_list()},
+ **{t: types.ToolVertex for t in tool_creator.to_list()},
+ **{t: types.ToolkitVertex for t in toolkits_creator.to_list()},
+ **{t: types.WrapperVertex for t in wrapper_creator.to_list()},
+ **{t: types.LLMVertex for t in llm_creator.to_list()},
+ **{t: types.MemoryVertex for t in memory_creator.to_list()},
+ **{t: types.EmbeddingVertex for t in embedding_creator.to_list()},
+ **{t: types.VectorStoreVertex for t in vectorstore_creator.to_list()},
+ **{t: types.DocumentLoaderVertex for t in documentloader_creator.to_list()},
+ **{t: types.TextSplitterVertex for t in textsplitter_creator.to_list()},
+ **{t: types.OutputParserVertex for t in output_parser_creator.to_list()},
+ **{
+ t: types.CustomComponentVertex
+ for t in custom_component_creator.to_list()
+ },
+ **{t: types.RetrieverVertex for t in retriever_creator.to_list()},
+ }
+
+
+lazy_load_vertex_dict = VertexTypesDict()
diff --git a/src/backend/langflow/graph/vertex/base.py b/src/backend/langflow/graph/vertex/base.py
index 2c749b85f..ac7f72b4d 100644
--- a/src/backend/langflow/graph/vertex/base.py
+++ b/src/backend/langflow/graph/vertex/base.py
@@ -1,5 +1,6 @@
+import ast
from langflow.interface.initialize import loading
-from langflow.interface.listing import ALL_TYPES_DICT
+from langflow.interface.listing import lazy_load_dict
from langflow.utils.constants import DIRECT_TYPES
from langflow.utils.logger import logger
from langflow.utils.util import sync_to_async
@@ -61,7 +62,7 @@ class Vertex:
)
if self.base_type is None:
- for base_type, value in ALL_TYPES_DICT.items():
+ for base_type, value in lazy_load_dict.ALL_TYPES_DICT.items():
if self.vertex_type in value:
self.base_type = base_type
break
@@ -100,7 +101,9 @@ class Vertex:
params[param_key] = edge.source
for key, value in template_dict.items():
- if key == "_type" or not value.get("show"):
+ # Skip _type and any value that has show == False and is not code
+ # If we don't want to show code but we want to use it
+ if key == "_type" or (not value.get("show") and key != "code"):
continue
# If the type is not transformable to a python base class
# then we need to get the edge that connects to this node
@@ -112,7 +115,14 @@ class Vertex:
params[key] = file_path
elif value.get("type") in DIRECT_TYPES and params.get(key) is None:
- params[key] = value.get("value")
+ if value.get("type") == "code":
+ try:
+ params[key] = ast.literal_eval(value.get("value"))
+ except Exception as exc:
+ logger.debug(f"Error parsing code: {exc}")
+ params[key] = value.get("value")
+ else:
+ params[key] = value.get("value")
if not value.get("required") and params.get(key) is None:
if value.get("default"):
@@ -259,4 +269,8 @@ class Vertex:
def _built_object_repr(self):
# Add a message with an emoji, stars for sucess,
- return "Built sucessfully โจ" if self._built_object else "Failed to build ๐ตโ๐ซ"
+ return (
+ "Built sucessfully โจ"
+ if self._built_object is not None
+ else "Failed to build ๐ตโ๐ซ"
+ )
diff --git a/src/backend/langflow/graph/vertex/types.py b/src/backend/langflow/graph/vertex/types.py
index 20ec3e66d..b7ac17983 100644
--- a/src/backend/langflow/graph/vertex/types.py
+++ b/src/backend/langflow/graph/vertex/types.py
@@ -226,7 +226,11 @@ class PromptVertex(Vertex):
# so the prompt format doesn't break
artifacts.pop("handle_keys", None)
try:
- template = self._built_object.format(**artifacts)
+ template = self._built_object.template
+ for key, value in artifacts.items():
+ if value:
+ replace_key = "{" + key + "}"
+ template = template.replace(replace_key, value)
return (
template
if isinstance(template, str)
@@ -239,3 +243,12 @@ class PromptVertex(Vertex):
class OutputParserVertex(Vertex):
def __init__(self, data: Dict):
super().__init__(data, base_type="output_parsers")
+
+
+class CustomComponentVertex(Vertex):
+ def __init__(self, data: Dict):
+ super().__init__(data, base_type="custom_components")
+
+ def _built_object_repr(self):
+ if self.artifacts and "repr" in self.artifacts:
+ return self.artifacts["repr"] or super()._built_object_repr()
diff --git a/src/backend/langflow/interface/agents/base.py b/src/backend/langflow/interface/agents/base.py
index b272144bc..ec8c42aba 100644
--- a/src/backend/langflow/interface/agents/base.py
+++ b/src/backend/langflow/interface/agents/base.py
@@ -5,7 +5,8 @@ from langchain.agents import types
from langflow.custom.customs import get_custom_nodes
from langflow.interface.agents.custom import CUSTOM_AGENTS
from langflow.interface.base import LangChainTypeCreator
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
from langflow.template.frontend_node.agents import AgentFrontendNode
from langflow.utils.logger import logger
from langflow.utils.util import build_template_from_class, build_template_from_method
@@ -53,13 +54,17 @@ class AgentCreator(LangChainTypeCreator):
# Now this is a generator
def to_list(self) -> List[str]:
names = []
+ settings_manager = get_settings_manager()
for _, agent in self.type_to_loader_dict.items():
agent_name = (
agent.function_name()
if hasattr(agent, "function_name")
else agent.__name__
)
- if agent_name in settings.agents or settings.dev:
+ if (
+ agent_name in settings_manager.settings.AGENTS
+ or settings_manager.settings.DEV
+ ):
names.append(agent_name)
return names
diff --git a/src/backend/langflow/interface/base.py b/src/backend/langflow/interface/base.py
index 6e1522dd2..d1ed83b5a 100644
--- a/src/backend/langflow/interface/base.py
+++ b/src/backend/langflow/interface/base.py
@@ -2,13 +2,14 @@ from abc import ABC, abstractmethod
from typing import Any, Dict, List, Optional, Type, Union
from langchain.chains.base import Chain
from langchain.agents import AgentExecutor
+from langflow.services.utils import get_settings_manager
from pydantic import BaseModel
from langflow.template.field.base import TemplateField
from langflow.template.frontend_node.base import FrontendNode
from langflow.template.template.base import Template
from langflow.utils.logger import logger
-from langflow.settings import settings
+
# Assuming necessary imports for Field, Template, and FrontendNode classes
@@ -26,15 +27,18 @@ class LangChainTypeCreator(BaseModel, ABC):
@property
def docs_map(self) -> Dict[str, str]:
"""A dict with the name of the component as key and the documentation link as value."""
+ settings_manager = get_settings_manager()
if self.name_docs_dict is None:
try:
- type_settings = getattr(settings, self.type_name)
+ type_settings = getattr(
+ settings_manager.settings, self.type_name.upper()
+ )
self.name_docs_dict = {
name: value_dict["documentation"]
for name, value_dict in type_settings.items()
}
except AttributeError as exc:
- logger.error(exc)
+ logger.error(f"Error getting settings for {self.type_name}: {exc}")
self.name_docs_dict = {}
return self.name_docs_dict
diff --git a/src/backend/langflow/interface/chains/base.py b/src/backend/langflow/interface/chains/base.py
index 67d31308f..b906dbd25 100644
--- a/src/backend/langflow/interface/chains/base.py
+++ b/src/backend/langflow/interface/chains/base.py
@@ -3,11 +3,13 @@ from typing import Any, Dict, List, Optional, Type
from langflow.custom.customs import get_custom_nodes
from langflow.interface.base import LangChainTypeCreator
from langflow.interface.importing.utils import import_class
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
from langflow.template.frontend_node.chains import ChainFrontendNode
from langflow.utils.logger import logger
from langflow.utils.util import build_template_from_class, build_template_from_method
from langchain import chains
+from langchain_experimental.sql import SQLDatabaseChain # type: ignore
# Assuming necessary imports for Field, Template, and FrontendNode classes
@@ -29,18 +31,22 @@ class ChainCreator(LangChainTypeCreator):
@property
def type_to_loader_dict(self) -> Dict:
if self.type_dict is None:
+ settings_manager = get_settings_manager()
self.type_dict: dict[str, Any] = {
chain_name: import_class(f"langchain.chains.{chain_name}")
for chain_name in chains.__all__
}
from langflow.interface.chains.custom import CUSTOM_CHAINS
+ self.type_dict["SQLDatabaseChain"] = SQLDatabaseChain
+
self.type_dict.update(CUSTOM_CHAINS)
# Filter according to settings.chains
self.type_dict = {
name: chain
for name, chain in self.type_dict.items()
- if name in settings.chains or settings.dev
+ if name in settings_manager.settings.CHAINS
+ or settings_manager.settings.DEV
}
return self.type_dict
diff --git a/src/backend/langflow/interface/custom/__init__.py b/src/backend/langflow/interface/custom/__init__.py
new file mode 100644
index 000000000..5b87e9fa3
--- /dev/null
+++ b/src/backend/langflow/interface/custom/__init__.py
@@ -0,0 +1,4 @@
+from langflow.interface.custom.base import CustomComponentCreator
+from langflow.interface.custom.custom_component import CustomComponent
+
+__all__ = ["CustomComponentCreator", "CustomComponent"]
diff --git a/src/backend/langflow/interface/custom/base.py b/src/backend/langflow/interface/custom/base.py
new file mode 100644
index 000000000..06e874fa7
--- /dev/null
+++ b/src/backend/langflow/interface/custom/base.py
@@ -0,0 +1,48 @@
+from typing import Any, Dict, List, Optional, Type
+
+
+from langflow.interface.base import LangChainTypeCreator
+
+# from langflow.interface.custom.custom import CustomComponent
+from langflow.interface.custom.custom_component import CustomComponent
+from langflow.template.frontend_node.custom_components import (
+ CustomComponentFrontendNode,
+)
+from langflow.utils.logger import logger
+
+# Assuming necessary imports for Field, Template, and FrontendNode classes
+
+
+class CustomComponentCreator(LangChainTypeCreator):
+ type_name: str = "custom_components"
+
+ @property
+ def frontend_node_class(self) -> Type[CustomComponentFrontendNode]:
+ return CustomComponentFrontendNode
+
+ @property
+ def type_to_loader_dict(self) -> Dict:
+ if self.type_dict is None:
+ self.type_dict: dict[str, Any] = {
+ "CustomComponent": CustomComponent,
+ }
+ return self.type_dict
+
+ def get_signature(self, name: str) -> Optional[Dict]:
+ from langflow.custom.customs import get_custom_nodes
+
+ try:
+ if name in get_custom_nodes(self.type_name).keys():
+ return get_custom_nodes(self.type_name)[name]
+ except ValueError as exc:
+ raise ValueError(f"CustomComponent {name} not found: {exc}") from exc
+ except AttributeError as exc:
+ logger.error(f"CustomComponent {name} not loaded: {exc}")
+ return None
+ return None
+
+ def to_list(self) -> List[str]:
+ return list(self.type_to_loader_dict.keys())
+
+
+custom_component_creator = CustomComponentCreator()
diff --git a/src/backend/langflow/interface/custom/code_parser.py b/src/backend/langflow/interface/custom/code_parser.py
new file mode 100644
index 000000000..d42f82635
--- /dev/null
+++ b/src/backend/langflow/interface/custom/code_parser.py
@@ -0,0 +1,272 @@
+import ast
+import inspect
+import traceback
+
+from typing import Dict, Any, List, Type, Union
+from fastapi import HTTPException
+from langflow.interface.custom.schema import CallableCodeDetails, ClassCodeDetails
+
+
+class CodeSyntaxError(HTTPException):
+ pass
+
+
+class CodeParser:
+ """
+ A parser for Python source code, extracting code details.
+ """
+
+ def __init__(self, code: Union[str, Type]) -> None:
+ """
+ Initializes the parser with the provided code.
+ """
+ if isinstance(code, type):
+ if not inspect.isclass(code):
+ raise ValueError("The provided code must be a class.")
+ # If the code is a class, get its source code
+ code = inspect.getsource(code)
+ self.code = code
+ self.data: Dict[str, Any] = {
+ "imports": [],
+ "functions": [],
+ "classes": [],
+ "global_vars": [],
+ }
+ self.handlers = {
+ ast.Import: self.parse_imports,
+ ast.ImportFrom: self.parse_imports,
+ ast.FunctionDef: self.parse_functions,
+ ast.ClassDef: self.parse_classes,
+ ast.Assign: self.parse_global_vars,
+ }
+
+ def __get_tree(self):
+ """
+ Parses the provided code to validate its syntax.
+ It tries to parse the code into an abstract syntax tree (AST).
+ """
+ try:
+ tree = ast.parse(self.code)
+ except SyntaxError as err:
+ raise CodeSyntaxError(
+ status_code=400,
+ detail={"error": err.msg, "traceback": traceback.format_exc()},
+ ) from err
+
+ return tree
+
+ def parse_node(self, node: Union[ast.stmt, ast.AST]) -> None:
+ """
+ Parses an AST node and updates the data
+ dictionary with the relevant information.
+ """
+ if handler := self.handlers.get(type(node)): # type: ignore
+ handler(node) # type: ignore
+
+ def parse_imports(self, node: Union[ast.Import, ast.ImportFrom]) -> None:
+ """
+ Extracts "imports" from the code.
+ """
+ if isinstance(node, ast.Import):
+ for alias in node.names:
+ self.data["imports"].append(alias.name)
+ elif isinstance(node, ast.ImportFrom):
+ for alias in node.names:
+ self.data["imports"].append((node.module, alias.name))
+
+ def parse_functions(self, node: ast.FunctionDef) -> None:
+ """
+ Extracts "functions" from the code.
+ """
+ self.data["functions"].append(self.parse_callable_details(node))
+
+ def parse_arg(self, arg, default):
+ """
+ Parses an argument and its default value.
+ """
+ arg_dict = {"name": arg.arg, "default": default}
+ if arg.annotation:
+ arg_dict["type"] = ast.unparse(arg.annotation)
+ return arg_dict
+
+ def parse_callable_details(self, node: ast.FunctionDef) -> Dict[str, Any]:
+ """
+ Extracts details from a single function or method node.
+ """
+ func = CallableCodeDetails(
+ name=node.name,
+ doc=ast.get_docstring(node),
+ args=[],
+ body=[],
+ return_type=ast.unparse(node.returns) if node.returns else None,
+ )
+
+ func.args = self.parse_function_args(node)
+ func.body = self.parse_function_body(node)
+
+ return func.dict()
+
+ def parse_function_args(self, node: ast.FunctionDef) -> List[Dict[str, Any]]:
+ """
+ Parses the arguments of a function or method node.
+ """
+ args = []
+
+ args += self.parse_positional_args(node)
+ args += self.parse_varargs(node)
+ args += self.parse_keyword_args(node)
+ args += self.parse_kwargs(node)
+
+ return args
+
+ def parse_positional_args(self, node: ast.FunctionDef) -> List[Dict[str, Any]]:
+ """
+ Parses the positional arguments of a function or method node.
+ """
+ num_args = len(node.args.args)
+ num_defaults = len(node.args.defaults)
+ num_missing_defaults = num_args - num_defaults
+ missing_defaults = [None] * num_missing_defaults
+ default_values = [
+ ast.unparse(default).strip("'") if default else None
+ for default in node.args.defaults
+ ]
+ # Now check all default values to see if there
+ # are any "None" values in the middle
+ default_values = [
+ None if value == "None" else value for value in default_values
+ ]
+
+ defaults = missing_defaults + default_values
+
+ args = [
+ self.parse_arg(arg, default)
+ for arg, default in zip(node.args.args, defaults)
+ ]
+ return args
+
+ def parse_varargs(self, node: ast.FunctionDef) -> List[Dict[str, Any]]:
+ """
+ Parses the *args argument of a function or method node.
+ """
+ args = []
+
+ if node.args.vararg:
+ args.append(self.parse_arg(node.args.vararg, None))
+
+ return args
+
+ def parse_keyword_args(self, node: ast.FunctionDef) -> List[Dict[str, Any]]:
+ """
+ Parses the keyword-only arguments of a function or method node.
+ """
+ kw_defaults = [None] * (
+ len(node.args.kwonlyargs) - len(node.args.kw_defaults)
+ ) + [
+ ast.unparse(default) if default else None
+ for default in node.args.kw_defaults
+ ]
+
+ args = [
+ self.parse_arg(arg, default)
+ for arg, default in zip(node.args.kwonlyargs, kw_defaults)
+ ]
+ return args
+
+ def parse_kwargs(self, node: ast.FunctionDef) -> List[Dict[str, Any]]:
+ """
+ Parses the **kwargs argument of a function or method node.
+ """
+ args = []
+
+ if node.args.kwarg:
+ args.append(self.parse_arg(node.args.kwarg, None))
+
+ return args
+
+ def parse_function_body(self, node: ast.FunctionDef) -> List[str]:
+ """
+ Parses the body of a function or method node.
+ """
+ return [ast.unparse(line) for line in node.body]
+
+ def parse_assign(self, stmt):
+ """
+ Parses an Assign statement and returns a dictionary
+ with the target's name and value.
+ """
+ for target in stmt.targets:
+ if isinstance(target, ast.Name):
+ return {"name": target.id, "value": ast.unparse(stmt.value)}
+
+ def parse_ann_assign(self, stmt):
+ """
+ Parses an AnnAssign statement and returns a dictionary
+ with the target's name, value, and annotation.
+ """
+ if isinstance(stmt.target, ast.Name):
+ return {
+ "name": stmt.target.id,
+ "value": ast.unparse(stmt.value) if stmt.value else None,
+ "annotation": ast.unparse(stmt.annotation),
+ }
+
+ def parse_function_def(self, stmt):
+ """
+ Parses a FunctionDef statement and returns the parsed
+ method and a boolean indicating if it's an __init__ method.
+ """
+ method = self.parse_callable_details(stmt)
+ return (method, True) if stmt.name == "__init__" else (method, False)
+
+ def parse_classes(self, node: ast.ClassDef) -> None:
+ """
+ Extracts "classes" from the code, including inheritance and init methods.
+ """
+
+ class_details = ClassCodeDetails(
+ name=node.name,
+ doc=ast.get_docstring(node),
+ bases=[ast.unparse(base) for base in node.bases],
+ attributes=[],
+ methods=[],
+ init=None,
+ )
+
+ for stmt in node.body:
+ if isinstance(stmt, ast.Assign):
+ if attr := self.parse_assign(stmt):
+ class_details.attributes.append(attr)
+ elif isinstance(stmt, ast.AnnAssign):
+ if attr := self.parse_ann_assign(stmt):
+ class_details.attributes.append(attr)
+ elif isinstance(stmt, ast.FunctionDef):
+ method, is_init = self.parse_function_def(stmt)
+ if is_init:
+ class_details.init = method
+ else:
+ class_details.methods.append(method)
+
+ self.data["classes"].append(class_details.dict())
+
+ def parse_global_vars(self, node: ast.Assign) -> None:
+ """
+ Extracts global variables from the code.
+ """
+ global_var = {
+ "targets": [
+ t.id if hasattr(t, "id") else ast.dump(t) for t in node.targets
+ ],
+ "value": ast.unparse(node.value),
+ }
+ self.data["global_vars"].append(global_var)
+
+ def parse_code(self) -> Dict[str, Any]:
+ """
+ Runs all parsing operations and returns the resulting data.
+ """
+ tree = self.__get_tree()
+
+ for node in ast.walk(tree):
+ self.parse_node(node)
+ return self.data
diff --git a/src/backend/langflow/interface/custom/component.py b/src/backend/langflow/interface/custom/component.py
new file mode 100644
index 000000000..06db5bd46
--- /dev/null
+++ b/src/backend/langflow/interface/custom/component.py
@@ -0,0 +1,75 @@
+import ast
+from typing import Any, Optional
+from pydantic import BaseModel
+from fastapi import HTTPException
+
+from langflow.utils import validate
+from langflow.interface.custom.code_parser import CodeParser
+
+
+class ComponentCodeNullError(HTTPException):
+ pass
+
+
+class ComponentFunctionEntrypointNameNullError(HTTPException):
+ pass
+
+
+class Component(BaseModel):
+ ERROR_CODE_NULL = "Python code must be provided."
+ ERROR_FUNCTION_ENTRYPOINT_NAME_NULL = (
+ "The name of the entrypoint function must be provided."
+ )
+
+ code: Optional[str]
+ function_entrypoint_name = "build"
+ field_config: dict = {}
+
+ def __init__(self, **data):
+ super().__init__(**data)
+
+ def get_code_tree(self, code: str):
+ parser = CodeParser(code)
+ return parser.parse_code()
+
+ def get_function(self):
+ if not self.code:
+ raise ComponentCodeNullError(
+ status_code=400,
+ detail={"error": self.ERROR_CODE_NULL, "traceback": ""},
+ )
+
+ if not self.function_entrypoint_name:
+ raise ComponentFunctionEntrypointNameNullError(
+ status_code=400,
+ detail={
+ "error": self.ERROR_FUNCTION_ENTRYPOINT_NAME_NULL,
+ "traceback": "",
+ },
+ )
+
+ return validate.create_function(self.code, self.function_entrypoint_name)
+
+ def build_template_config(self, attributes) -> dict:
+ template_config = {}
+
+ for item in attributes:
+ item_name = item.get("name")
+
+ if item_value := item.get("value"):
+ if "display_name" in item_name:
+ template_config["display_name"] = ast.literal_eval(item_value)
+
+ elif "description" in item_name:
+ template_config["description"] = ast.literal_eval(item_value)
+
+ elif "beta" in item_name:
+ template_config["beta"] = ast.literal_eval(item_value)
+
+ elif "documentation" in item_name:
+ template_config["documentation"] = ast.literal_eval(item_value)
+
+ return template_config
+
+ def build(self, *args: Any, **kwargs: Any) -> Any:
+ raise NotImplementedError
diff --git a/src/backend/langflow/interface/custom/constants.py b/src/backend/langflow/interface/custom/constants.py
new file mode 100644
index 000000000..83cf4b463
--- /dev/null
+++ b/src/backend/langflow/interface/custom/constants.py
@@ -0,0 +1,60 @@
+from langchain import PromptTemplate
+from langchain.chains.base import Chain
+from langchain.document_loaders.base import BaseLoader
+from langchain.embeddings.base import Embeddings
+from langchain.llms.base import BaseLLM
+from langchain.schema import BaseRetriever, Document
+from langchain.text_splitter import TextSplitter
+from langchain.tools import Tool
+from langchain.vectorstores.base import VectorStore
+from langchain.schema import BaseOutputParser
+
+
+LANGCHAIN_BASE_TYPES = {
+ "Chain": Chain,
+ "Tool": Tool,
+ "BaseLLM": BaseLLM,
+ "PromptTemplate": PromptTemplate,
+ "BaseLoader": BaseLoader,
+ "Document": Document,
+ "TextSplitter": TextSplitter,
+ "VectorStore": VectorStore,
+ "Embeddings": Embeddings,
+ "BaseRetriever": BaseRetriever,
+ "BaseOutputParser": BaseOutputParser,
+}
+
+# Langchain base types plus Python base types
+CUSTOM_COMPONENT_SUPPORTED_TYPES = {
+ **LANGCHAIN_BASE_TYPES,
+ "str": str,
+ "int": int,
+ "float": float,
+ "bool": bool,
+ "list": list,
+ "dict": dict,
+}
+
+
+DEFAULT_CUSTOM_COMPONENT_CODE = """from langflow import CustomComponent
+
+from langchain.llms.base import BaseLLM
+from langchain.chains import LLMChain
+from langchain import PromptTemplate
+from langchain.schema import Document
+
+import requests
+
+class YourComponent(CustomComponent):
+ display_name: str = "Custom Component"
+ description: str = "Create any custom component you want!"
+
+ def build_config(self):
+ return { "url": { "multiline": True, "required": True } }
+
+ def build(self, url: str, llm: BaseLLM, prompt: PromptTemplate) -> Document:
+ response = requests.get(url)
+ chain = LLMChain(llm=llm, prompt=prompt)
+ result = chain.run(response.text[:300])
+ return Document(page_content=str(result))
+"""
diff --git a/src/backend/langflow/interface/custom/custom_component.py b/src/backend/langflow/interface/custom/custom_component.py
new file mode 100644
index 000000000..4b3b11ed0
--- /dev/null
+++ b/src/backend/langflow/interface/custom/custom_component.py
@@ -0,0 +1,214 @@
+from typing import Any, Callable, List, Optional
+from fastapi import HTTPException
+from langflow.interface.custom.constants import CUSTOM_COMPONENT_SUPPORTED_TYPES
+from langflow.interface.custom.component import Component
+from langflow.interface.custom.directory_reader import DirectoryReader
+from langflow.services.utils import get_db_manager
+
+from langflow.utils import validate
+
+from langflow.services.database.utils import session_getter
+from langflow.services.database.models.flow import Flow
+from pydantic import Extra
+import yaml
+
+
+class CustomComponent(Component, extra=Extra.allow):
+ code: Optional[str]
+ field_config: dict = {}
+ code_class_base_inheritance = "CustomComponent"
+ function_entrypoint_name = "build"
+ function: Optional[Callable] = None
+ return_type_valid_list = list(CUSTOM_COMPONENT_SUPPORTED_TYPES.keys())
+ repr_value: Optional[str] = ""
+
+ def __init__(self, **data):
+ super().__init__(**data)
+
+ def custom_repr(self):
+ if isinstance(self.repr_value, dict):
+ return yaml.dump(self.repr_value)
+ if isinstance(self.repr_value, str):
+ return self.repr_value
+ return str(self.repr_value)
+
+ def build_config(self):
+ return self.field_config
+
+ def _class_template_validation(self, code: str):
+ TYPE_HINT_LIST = ["Optional", "Prompt", "PromptTemplate", "LLMChain"]
+
+ if not code:
+ raise HTTPException(
+ status_code=400,
+ detail={
+ "error": self.ERROR_CODE_NULL,
+ "traceback": "",
+ },
+ )
+
+ reader = DirectoryReader("", False)
+
+ for type_hint in TYPE_HINT_LIST:
+ if reader._is_type_hint_used_in_args(
+ "Optional", code
+ ) and not reader._is_type_hint_imported("Optional", code):
+ error_detail = {
+ "error": "Type hint Error",
+ "traceback": f"Type hint '{type_hint}' is used but not imported in the code.",
+ }
+ raise HTTPException(status_code=400, detail=error_detail)
+
+ def is_check_valid(self) -> bool:
+ return self._class_template_validation(self.code) if self.code else False
+
+ def get_code_tree(self, code: str):
+ return super().get_code_tree(code)
+
+ @property
+ def get_function_entrypoint_args(self) -> str:
+ if not self.code:
+ return ""
+ tree = self.get_code_tree(self.code)
+
+ component_classes = [
+ cls
+ for cls in tree["classes"]
+ if self.code_class_base_inheritance in cls["bases"]
+ ]
+ if not component_classes:
+ return ""
+
+ # Assume the first Component class is the one we're interested in
+ component_class = component_classes[0]
+ build_methods = [
+ method
+ for method in component_class["methods"]
+ if method["name"] == self.function_entrypoint_name
+ ]
+
+ if not build_methods:
+ return ""
+
+ build_method = build_methods[0]
+
+ return build_method["args"]
+
+ @property
+ def get_function_entrypoint_return_type(self) -> List[str]:
+ if not self.code:
+ return []
+ tree = self.get_code_tree(self.code)
+
+ component_classes = [
+ cls
+ for cls in tree["classes"]
+ if self.code_class_base_inheritance in cls["bases"]
+ ]
+ if not component_classes:
+ return []
+
+ # Assume the first Component class is the one we're interested in
+ component_class = component_classes[0]
+ build_methods = [
+ method
+ for method in component_class["methods"]
+ if method["name"] == self.function_entrypoint_name
+ ]
+
+ if not build_methods:
+ return []
+
+ build_method = build_methods[0]
+ return_type = build_method["return_type"]
+ if not return_type:
+ return []
+ # If the return type is not a Union, then we just return it as a list
+ if "Union" not in return_type:
+ return [return_type] if return_type in self.return_type_valid_list else []
+
+ # If the return type is a Union, then we need to parse it
+ return_type = return_type.replace("Union", "").replace("[", "").replace("]", "")
+ return_type = return_type.split(",")
+ return_type = [item.strip() for item in return_type]
+ return [item for item in return_type if item in self.return_type_valid_list]
+
+ @property
+ def get_main_class_name(self):
+ tree = self.get_code_tree(self.code)
+
+ base_name = self.code_class_base_inheritance
+ method_name = self.function_entrypoint_name
+
+ classes = []
+ for item in tree.get("classes"):
+ if base_name in item["bases"]:
+ method_names = [method["name"] for method in item["methods"]]
+ if method_name in method_names:
+ classes.append(item["name"])
+
+ # Get just the first item
+ return next(iter(classes), "")
+
+ @property
+ def build_template_config(self):
+ tree = self.get_code_tree(self.code)
+
+ attributes = [
+ main_class["attributes"]
+ for main_class in tree.get("classes")
+ if main_class["name"] == self.get_main_class_name
+ ]
+ # Get just the first item
+ attributes = next(iter(attributes), [])
+
+ return super().build_template_config(attributes)
+
+ @property
+ def get_function(self):
+ return validate.create_function(self.code, self.function_entrypoint_name)
+
+ def load_flow(self, flow_id: str, tweaks: Optional[dict] = None) -> Any:
+ from langflow.processing.process import build_sorted_vertices_with_caching
+ from langflow.processing.process import process_tweaks
+
+ db_manager = get_db_manager()
+ with session_getter(db_manager) as session:
+ graph_data = flow.data if (flow := session.get(Flow, flow_id)) else None
+ if not graph_data:
+ raise ValueError(f"Flow {flow_id} not found")
+ if tweaks:
+ graph_data = process_tweaks(graph_data=graph_data, tweaks=tweaks)
+ return build_sorted_vertices_with_caching(graph_data)
+
+ def list_flows(self, *, get_session: Optional[Callable] = None) -> List[Flow]:
+ get_session = get_session or session_getter
+ db_manager = get_db_manager()
+ with get_session(db_manager) as session:
+ flows = session.query(Flow).all()
+ return flows
+
+ def get_flow(
+ self,
+ *,
+ flow_name: Optional[str] = None,
+ flow_id: Optional[str] = None,
+ tweaks: Optional[dict] = None,
+ get_session: Optional[Callable] = None,
+ ) -> Flow:
+ get_session = get_session or session_getter
+ db_manager = get_db_manager()
+ with get_session(db_manager) as session:
+ if flow_id:
+ flow = session.query(Flow).get(flow_id)
+ elif flow_name:
+ flow = session.query(Flow).filter(Flow.name == flow_name).first()
+ else:
+ raise ValueError("Either flow_name or flow_id must be provided")
+
+ if not flow:
+ raise ValueError(f"Flow {flow_name or flow_id} not found")
+ return self.load_flow(flow.id, tweaks)
+
+ def build(self, *args: Any, **kwargs: Any) -> Any:
+ raise NotImplementedError
diff --git a/src/backend/langflow/interface/custom/directory_reader.py b/src/backend/langflow/interface/custom/directory_reader.py
new file mode 100644
index 000000000..7bff7b5f5
--- /dev/null
+++ b/src/backend/langflow/interface/custom/directory_reader.py
@@ -0,0 +1,272 @@
+import os
+import ast
+import zlib
+from langflow.utils.logger import logger
+
+
+class CustomComponentPathValueError(ValueError):
+ pass
+
+
+class StringCompressor:
+ def __init__(self, input_string):
+ """Initialize StringCompressor with a string to compress."""
+ self.input_string = input_string
+
+ def compress_string(self):
+ """
+ Compress the initial string and return the compressed data.
+ """
+ # Convert string to bytes
+ byte_data = self.input_string.encode("utf-8")
+ # Compress the bytes
+ self.compressed_data = zlib.compress(byte_data)
+
+ return self.compressed_data
+
+ def decompress_string(self):
+ """
+ Decompress the compressed data and return the original string.
+ """
+ # Decompress the bytes
+ decompressed_data = zlib.decompress(self.compressed_data)
+ # Convert bytes back to string
+ return decompressed_data.decode("utf-8")
+
+
+class DirectoryReader:
+ # Ensure the base path to read the files that contain
+ # the custom components from this directory.
+ base_path = ""
+
+ def __init__(self, directory_path, compress_code_field=False):
+ """
+ Initialize DirectoryReader with a directory path
+ and a flag indicating whether to compress the code.
+ """
+ self.directory_path = directory_path
+ self.compress_code_field = compress_code_field
+
+ def get_safe_path(self):
+ """Check if the path is valid and return it, or None if it's not."""
+ return self.directory_path if self.is_valid_path() else None
+
+ def is_valid_path(self) -> bool:
+ """Check if the directory path is valid by comparing it to the base path."""
+ fullpath = os.path.normpath(os.path.join(self.directory_path))
+ return fullpath.startswith(self.base_path)
+
+ def is_empty_file(self, file_content):
+ """
+ Check if the file content is empty.
+ """
+ return len(file_content.strip()) == 0
+
+ def filter_loaded_components(self, data: dict, with_errors: bool) -> dict:
+ items = [
+ {
+ "name": menu["name"],
+ "path": menu["path"],
+ "components": [
+ component
+ for component in menu["components"]
+ if (component["error"] if with_errors else not component["error"])
+ ],
+ }
+ for menu in data["menu"]
+ ]
+ filtered = [menu for menu in items if menu["components"]]
+ logger.debug(
+ f'Filtered components {"with errors" if with_errors else ""}: {filtered}'
+ )
+ return {"menu": filtered}
+
+ def validate_code(self, file_content):
+ """
+ Validate the Python code by trying to parse it with ast.parse.
+ """
+ try:
+ ast.parse(file_content)
+ return True
+ except SyntaxError:
+ return False
+
+ def validate_build(self, file_content):
+ """
+ Check if the file content contains a function named 'build'.
+ """
+ return "def build" in file_content
+
+ def read_file_content(self, file_path):
+ """
+ Read and return the content of a file.
+ """
+ if not os.path.isfile(file_path):
+ return None
+ with open(file_path, "r") as file:
+ return file.read()
+
+ def get_files(self):
+ """
+ Walk through the directory path and return a list of all .py files.
+ """
+ if not (safe_path := self.get_safe_path()):
+ raise CustomComponentPathValueError(
+ f"The path needs to start with '{self.base_path}'."
+ )
+
+ file_list = []
+ for root, _, files in os.walk(safe_path):
+ file_list.extend(
+ os.path.join(root, filename)
+ for filename in files
+ if filename.endswith(".py") and not filename.startswith("__")
+ )
+ return file_list
+
+ def find_menu(self, response, menu_name):
+ """
+ Find and return a menu by its name in the response.
+ """
+ return next(
+ (menu for menu in response["menu"] if menu["name"] == menu_name),
+ None,
+ )
+
+ def _is_type_hint_imported(self, type_hint_name: str, code: str) -> bool:
+ """
+ Check if a specific type hint is imported
+ from the typing module in the given code.
+ """
+ module = ast.parse(code)
+
+ return any(
+ isinstance(node, ast.ImportFrom)
+ and node.module == "typing"
+ and any(alias.name == type_hint_name for alias in node.names)
+ for node in ast.walk(module)
+ )
+
+ def _is_type_hint_used_in_args(self, type_hint_name: str, code: str) -> bool:
+ """
+ Check if a specific type hint is used in the
+ function definitions within the given code.
+ """
+ try:
+ module = ast.parse(code)
+
+ for node in ast.walk(module):
+ if isinstance(node, ast.FunctionDef):
+ for arg in node.args.args:
+ if self._is_type_hint_in_arg_annotation(
+ arg.annotation, type_hint_name
+ ):
+ return True
+ except SyntaxError:
+ # Returns False if the code is not valid Python
+ return False
+ return False
+
+ def _is_type_hint_in_arg_annotation(self, annotation, type_hint_name: str) -> bool:
+ """
+ Helper function to check if a type hint exists in an annotation.
+ """
+ return (
+ annotation is not None
+ and isinstance(annotation, ast.Subscript)
+ and isinstance(annotation.value, ast.Name)
+ and annotation.value.id == type_hint_name
+ )
+
+ def is_type_hint_used_but_not_imported(
+ self, type_hint_name: str, code: str
+ ) -> bool:
+ """
+ Check if a type hint is used but not imported in the given code.
+ """
+ try:
+ return self._is_type_hint_used_in_args(
+ type_hint_name, code
+ ) and not self._is_type_hint_imported(type_hint_name, code)
+ except SyntaxError:
+ # Returns True if there's something wrong with the code
+ # TODO : Find a better way to handle this
+ return True
+
+ def process_file(self, file_path):
+ """
+ Process a file by validating its content and
+ returning the result and content/error message.
+ """
+ file_content = self.read_file_content(file_path)
+
+ if file_content is None:
+ return False, f"Could not read {file_path}"
+ elif self.is_empty_file(file_content):
+ return False, "Empty file"
+ elif not self.validate_code(file_content):
+ return False, "Syntax error"
+ elif not self.validate_build(file_content):
+ return False, "Missing build function"
+ elif self._is_type_hint_used_in_args(
+ "Optional", file_content
+ ) and not self._is_type_hint_imported("Optional", file_content):
+ return (
+ False,
+ "Type hint 'Optional' is used but not imported in the code.",
+ )
+ else:
+ if self.compress_code_field:
+ file_content = str(StringCompressor(file_content).compress_string())
+ return True, file_content
+
+ def build_component_menu_list(self, file_paths):
+ """
+ Build a list of menus with their components
+ from the .py files in the directory.
+ """
+ response = {"menu": []}
+ logger.debug(
+ "-------------------- Building component menu list --------------------"
+ )
+
+ for file_path in file_paths:
+ menu_name = os.path.basename(os.path.dirname(file_path))
+ logger.debug(f"Menu name: {menu_name}")
+ filename = os.path.basename(file_path)
+ validation_result, result_content = self.process_file(file_path)
+ logger.debug(f"Validation result: {validation_result}")
+
+ menu_result = self.find_menu(response, menu_name) or {
+ "name": menu_name,
+ "path": os.path.dirname(file_path),
+ "components": [],
+ }
+ component_name = filename.split(".")[0]
+ # This is the name of the file which will be displayed in the UI
+ # We need to change it from snake_case to CamelCase
+
+ # first check if it's already CamelCase
+ if "_" in component_name:
+ component_name_camelcase = " ".join(
+ word.title() for word in component_name.split("_")
+ )
+ else:
+ component_name_camelcase = component_name
+
+ component_info = {
+ "name": "CustomComponent",
+ "output_types": [component_name_camelcase],
+ "file": filename,
+ "code": result_content if validation_result else "",
+ "error": "" if validation_result else result_content,
+ }
+ menu_result["components"].append(component_info)
+
+ logger.debug(f"Component info: {component_info}")
+ if menu_result not in response["menu"]:
+ response["menu"].append(menu_result)
+ logger.debug(
+ "-------------------- Component menu list built --------------------"
+ )
+ return response
diff --git a/src/backend/langflow/interface/custom/schema.py b/src/backend/langflow/interface/custom/schema.py
new file mode 100644
index 000000000..80d65405f
--- /dev/null
+++ b/src/backend/langflow/interface/custom/schema.py
@@ -0,0 +1,29 @@
+from pydantic import BaseModel, Field
+
+
+from typing import Optional
+
+
+class ClassCodeDetails(BaseModel):
+ """
+ A dataclass for storing details about a class.
+ """
+
+ name: str
+ doc: Optional[str]
+ bases: list
+ attributes: list
+ methods: list
+ init: Optional[dict] = Field(default_factory=dict)
+
+
+class CallableCodeDetails(BaseModel):
+ """
+ A dataclass for storing details about a callable.
+ """
+
+ name: str
+ doc: Optional[str]
+ args: list
+ body: list
+ return_type: Optional[str]
diff --git a/src/backend/langflow/interface/document_loaders/base.py b/src/backend/langflow/interface/document_loaders/base.py
index 5219fbd13..db0832ff3 100644
--- a/src/backend/langflow/interface/document_loaders/base.py
+++ b/src/backend/langflow/interface/document_loaders/base.py
@@ -1,9 +1,10 @@
from typing import Dict, List, Optional, Type
from langflow.interface.base import LangChainTypeCreator
+from langflow.services.utils import get_settings_manager
from langflow.template.frontend_node.documentloaders import DocumentLoaderFrontNode
from langflow.interface.custom_lists import documentloaders_type_to_cls_dict
-from langflow.settings import settings
+
from langflow.utils.logger import logger
from langflow.utils.util import build_template_from_class
@@ -30,10 +31,12 @@ class DocumentLoaderCreator(LangChainTypeCreator):
return None
def to_list(self) -> List[str]:
+ settings_manager = get_settings_manager()
return [
documentloader.__name__
for documentloader in self.type_to_loader_dict.values()
- if documentloader.__name__ in settings.documentloaders or settings.dev
+ if documentloader.__name__ in settings_manager.settings.DOCUMENTLOADERS
+ or settings_manager.settings.DEV
]
diff --git a/src/backend/langflow/interface/embeddings/base.py b/src/backend/langflow/interface/embeddings/base.py
index 1dfa05a99..169985d37 100644
--- a/src/backend/langflow/interface/embeddings/base.py
+++ b/src/backend/langflow/interface/embeddings/base.py
@@ -2,7 +2,8 @@ from typing import Dict, List, Optional, Type
from langflow.interface.base import LangChainTypeCreator
from langflow.interface.custom_lists import embedding_type_to_cls_dict
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
from langflow.template.frontend_node.base import FrontendNode
from langflow.template.frontend_node.embeddings import EmbeddingFrontendNode
from langflow.utils.logger import logger
@@ -32,10 +33,12 @@ class EmbeddingCreator(LangChainTypeCreator):
return None
def to_list(self) -> List[str]:
+ settings_manager = get_settings_manager()
return [
embedding.__name__
for embedding in self.type_to_loader_dict.values()
- if embedding.__name__ in settings.embeddings or settings.dev
+ if embedding.__name__ in settings_manager.settings.EMBEDDINGS
+ or settings_manager.settings.DEV
]
diff --git a/src/backend/langflow/interface/importing/utils.py b/src/backend/langflow/interface/importing/utils.py
index ccfd8d5dd..d07222dd1 100644
--- a/src/backend/langflow/interface/importing/utils.py
+++ b/src/backend/langflow/interface/importing/utils.py
@@ -9,6 +9,7 @@ from langchain.base_language import BaseLanguageModel
from langchain.chains.base import Chain
from langchain.chat_models.base import BaseChatModel
from langchain.tools import BaseTool
+from langflow.interface.custom.custom_component import CustomComponent
from langflow.utils import validate
from langflow.interface.wrappers.base import wrapper_creator
@@ -47,6 +48,7 @@ def import_by_type(_type: str, name: str) -> Any:
"utilities": import_utility,
"output_parsers": import_output_parser,
"retrievers": import_retriever,
+ "custom_components": import_custom_component,
}
if _type == "llms":
key = "chat" if "chat" in name.lower() else "llm"
@@ -57,6 +59,11 @@ def import_by_type(_type: str, name: str) -> Any:
return loaded_func(name)
+def import_custom_component(custom_component: str) -> CustomComponent:
+ """Import custom component from custom component name"""
+ return import_class("langflow.interface.custom.custom_component.CustomComponent")
+
+
def import_output_parser(output_parser: str) -> Any:
"""Import output parser from output parser name"""
return import_module(f"from langchain.output_parsers import {output_parser}")
@@ -172,3 +179,8 @@ def get_function(code):
function_name = validate.extract_function_name(code)
return validate.create_function(code, function_name)
+
+
+def get_function_custom(code):
+ class_name = validate.extract_class_name(code)
+ return validate.create_class(code, class_name)
diff --git a/src/backend/langflow/interface/initialize/loading.py b/src/backend/langflow/interface/initialize/loading.py
index b232d089c..c315a9577 100644
--- a/src/backend/langflow/interface/initialize/loading.py
+++ b/src/backend/langflow/interface/initialize/loading.py
@@ -1,21 +1,27 @@
-import contextlib
import json
-from typing import Any, Callable, Dict, List, Sequence, Type
+from typing import Any, Callable, Dict, Sequence, Type
-from langchain.agents import ZeroShotAgent
from langchain.agents import agent as agent_module
from langchain.agents.agent import AgentExecutor
from langchain.agents.agent_toolkits.base import BaseToolkit
from langchain.agents.tools import BaseTool
from langflow.interface.initialize.llm import initialize_vertexai
+from langflow.interface.initialize.utils import (
+ handle_format_kwargs,
+ handle_node_type,
+ handle_partial_variables,
+)
from langflow.interface.initialize.vector_store import vecstore_initializer
-from langchain.schema import Document, BaseOutputParser
from pydantic import ValidationError
+from langflow.interface.importing.utils import (
+ get_function,
+ get_function_custom,
+ import_by_type,
+)
from langflow.interface.custom_lists import CUSTOM_NODES
-from langflow.interface.importing.utils import get_function, import_by_type
from langflow.interface.agents.base import agent_creator
from langflow.interface.toolkits.base import toolkits_creator
from langflow.interface.chains.base import chain_creator
@@ -27,6 +33,7 @@ from langflow.utils import validate
from langchain.chains.base import Chain
from langchain.vectorstores.base import VectorStore
from langchain.document_loaders.base import BaseLoader
+from langflow.utils.logger import logger
def instantiate_class(node_type: str, base_type: str, params: Dict) -> Any:
@@ -38,7 +45,7 @@ def instantiate_class(node_type: str, base_type: str, params: Dict) -> Any:
if hasattr(custom_node, "initialize"):
return custom_node.initialize(**params)
return custom_node(**params)
-
+ logger.debug(f"Instantiating {node_type} of type {base_type}")
class_object = import_by_type(_type=base_type, name=node_type)
return instantiate_based_on_type(class_object, base_type, node_type, params)
@@ -58,7 +65,12 @@ def convert_kwargs(params):
kwargs_keys = [key for key in params.keys() if "kwargs" in key or "config" in key]
for key in kwargs_keys:
if isinstance(params[key], str):
- params[key] = json.loads(params[key])
+ try:
+ params[key] = json.loads(params[key])
+ except json.JSONDecodeError:
+ # if the string is not a valid json string, we will
+ # remove the key from the params
+ params.pop(key, None)
return params
@@ -76,7 +88,7 @@ def instantiate_based_on_type(class_object, base_type, node_type, params):
elif base_type == "toolkits":
return instantiate_toolkit(node_type, class_object, params)
elif base_type == "embeddings":
- return instantiate_embedding(class_object, params)
+ return instantiate_embedding(node_type, class_object, params)
elif base_type == "vectorstores":
return instantiate_vectorstore(class_object, params)
elif base_type == "documentloaders":
@@ -95,12 +107,24 @@ def instantiate_based_on_type(class_object, base_type, node_type, params):
return instantiate_retriever(node_type, class_object, params)
elif base_type == "memory":
return instantiate_memory(node_type, class_object, params)
+ elif base_type == "custom_components":
+ return instantiate_custom_component(node_type, class_object, params)
elif base_type == "wrappers":
return instantiate_wrapper(node_type, class_object, params)
else:
return class_object(**params)
+def instantiate_custom_component(node_type, class_object, params):
+ # we need to make a copy of the params because we will be
+ # modifying it
+ params_copy = params.copy()
+ class_object = get_function_custom(params_copy.pop("code"))
+ custom_component = class_object()
+ built_object = custom_component.build(**params_copy)
+ return built_object, {"repr": custom_component.custom_repr()}
+
+
def instantiate_wrapper(node_type, class_object, params):
if node_type in wrapper_creator.from_method_nodes:
method = wrapper_creator.from_method_nodes[node_type]
@@ -123,7 +147,7 @@ def instantiate_llm(node_type, class_object, params: Dict):
# This is a workaround so JinaChat works until streaming is implemented
# if "openai_api_base" in params and "jina" in params["openai_api_base"]:
# False if condition is True
- if node_type == "VertexAI":
+ if "VertexAI" in node_type:
return initialize_vertexai(class_object=class_object, params=params)
# max_tokens sometimes is a string and should be an int
if "max_tokens" in params:
@@ -199,68 +223,11 @@ def instantiate_agent(node_type, class_object: Type[agent_module.Agent], params:
def instantiate_prompt(node_type, class_object, params: Dict):
- if node_type == "ZeroShotPrompt":
- if "tools" not in params:
- params["tools"] = []
- return ZeroShotAgent.create_prompt(**params)
- elif "MessagePromptTemplate" in node_type:
- # Then we only need the template
- from_template_params = {
- "template": params.pop("prompt", params.pop("template", ""))
- }
-
- if not from_template_params.get("template"):
- raise ValueError("Prompt template is required")
- prompt = class_object.from_template(**from_template_params)
-
- elif node_type == "ChatPromptTemplate":
- prompt = class_object.from_messages(**params)
- else:
- prompt = class_object(**params)
-
- format_kwargs: Dict[str, Any] = {}
- for input_variable in prompt.input_variables:
- if input_variable in params:
- variable = params[input_variable]
- if isinstance(variable, str):
- format_kwargs[input_variable] = variable
- elif isinstance(variable, BaseOutputParser) and hasattr(
- variable, "get_format_instructions"
- ):
- format_kwargs[input_variable] = variable.get_format_instructions()
- elif isinstance(variable, List) and all(
- isinstance(item, Document) for item in variable
- ):
- # Format document to contain page_content and metadata
- # as one string separated by a newline
- if len(variable) > 1:
- content = "\n".join(
- [item.page_content for item in variable if item.page_content]
- )
- else:
- content = variable[0].page_content
- # content could be a json list of strings
- with contextlib.suppress(json.JSONDecodeError):
- content = json.loads(content)
- if isinstance(content, list):
- content = ",".join([str(item) for item in content])
- format_kwargs[input_variable] = content
- # handle_keys will be a list but it does not exist yet
- # so we need to create it
-
- if (
- isinstance(variable, List)
- and all(isinstance(item, Document) for item in variable)
- ) or (
- isinstance(variable, BaseOutputParser)
- and hasattr(variable, "get_format_instructions")
- ):
- if "handle_keys" not in format_kwargs:
- format_kwargs["handle_keys"] = []
-
- # Add the handle_keys to the list
- format_kwargs["handle_keys"].append(input_variable)
-
+ params, prompt = handle_node_type(node_type, class_object, params)
+ format_kwargs = handle_format_kwargs(prompt, params)
+ # Now we'll use partial_format to format the prompt
+ if format_kwargs:
+ prompt = handle_partial_variables(prompt, format_kwargs)
return prompt, format_kwargs
@@ -294,9 +261,13 @@ def instantiate_toolkit(node_type, class_object: Type[BaseToolkit], params: Dict
return loaded_toolkit
-def instantiate_embedding(class_object, params: Dict):
+def instantiate_embedding(node_type, class_object, params: Dict):
params.pop("model", None)
params.pop("headers", None)
+
+ if "VertexAI" in node_type:
+ return initialize_vertexai(class_object=class_object, params=params)
+
try:
return class_object(**params)
except ValidationError:
@@ -363,6 +334,8 @@ def instantiate_textsplitter(
):
try:
documents = params.pop("documents")
+ if not isinstance(documents, list):
+ documents = [documents]
except KeyError as exc:
raise ValueError(
"The source you provided did not load correctly or was empty."
diff --git a/src/backend/langflow/interface/initialize/utils.py b/src/backend/langflow/interface/initialize/utils.py
new file mode 100644
index 000000000..976d8906c
--- /dev/null
+++ b/src/backend/langflow/interface/initialize/utils.py
@@ -0,0 +1,113 @@
+import contextlib
+import json
+from typing import Any, Dict, List
+
+from langchain.agents import ZeroShotAgent
+
+
+from langchain.schema import Document, BaseOutputParser
+
+
+def handle_node_type(node_type, class_object, params: Dict):
+ if node_type == "ZeroShotPrompt":
+ params = check_tools_in_params(params)
+ prompt = ZeroShotAgent.create_prompt(**params)
+ elif "MessagePromptTemplate" in node_type:
+ prompt = instantiate_from_template(class_object, params)
+ elif node_type == "ChatPromptTemplate":
+ prompt = class_object.from_messages(**params)
+ else:
+ prompt = class_object(**params)
+ return params, prompt
+
+
+def check_tools_in_params(params: Dict):
+ if "tools" not in params:
+ params["tools"] = []
+ return params
+
+
+def instantiate_from_template(class_object, params: Dict):
+ from_template_params = {
+ "template": params.pop("prompt", params.pop("template", ""))
+ }
+ if not from_template_params.get("template"):
+ raise ValueError("Prompt template is required")
+ return class_object.from_template(**from_template_params)
+
+
+def handle_format_kwargs(prompt, params: Dict):
+ format_kwargs: Dict[str, Any] = {}
+ for input_variable in prompt.input_variables:
+ if input_variable in params:
+ format_kwargs = handle_variable(params, input_variable, format_kwargs)
+ return format_kwargs
+
+
+def handle_partial_variables(prompt, format_kwargs: Dict):
+ partial_variables = format_kwargs.copy()
+ partial_variables = {
+ key: value for key, value in partial_variables.items() if value
+ }
+ # Remove handle_keys otherwise LangChain raises an error
+ partial_variables.pop("handle_keys", None)
+ return prompt.partial(**partial_variables)
+
+
+def handle_variable(params: Dict, input_variable: str, format_kwargs: Dict):
+ variable = params[input_variable]
+ if isinstance(variable, str):
+ format_kwargs[input_variable] = variable
+ elif isinstance(variable, BaseOutputParser) and hasattr(
+ variable, "get_format_instructions"
+ ):
+ format_kwargs[input_variable] = variable.get_format_instructions()
+ elif is_instance_of_list_or_document(variable):
+ format_kwargs = format_document(variable, input_variable, format_kwargs)
+ if needs_handle_keys(variable):
+ format_kwargs = add_handle_keys(input_variable, format_kwargs)
+ return format_kwargs
+
+
+def is_instance_of_list_or_document(variable):
+ return (
+ isinstance(variable, List)
+ and all(isinstance(item, Document) for item in variable)
+ or isinstance(variable, Document)
+ )
+
+
+def format_document(variable, input_variable: str, format_kwargs: Dict):
+ variable = variable if isinstance(variable, List) else [variable]
+ content = format_content(variable)
+ format_kwargs[input_variable] = content
+ return format_kwargs
+
+
+def format_content(variable):
+ if len(variable) > 1:
+ return "\n".join([item.page_content for item in variable if item.page_content])
+ content = variable[0].page_content
+ return try_to_load_json(content)
+
+
+def try_to_load_json(content):
+ with contextlib.suppress(json.JSONDecodeError):
+ content = json.loads(content)
+ if isinstance(content, list):
+ content = ",".join([str(item) for item in content])
+ return content
+
+
+def needs_handle_keys(variable):
+ return is_instance_of_list_or_document(variable) or (
+ isinstance(variable, BaseOutputParser)
+ and hasattr(variable, "get_format_instructions")
+ )
+
+
+def add_handle_keys(input_variable: str, format_kwargs: Dict):
+ if "handle_keys" not in format_kwargs:
+ format_kwargs["handle_keys"] = []
+ format_kwargs["handle_keys"].append(input_variable)
+ return format_kwargs
diff --git a/src/backend/langflow/interface/initialize/vector_store.py b/src/backend/langflow/interface/initialize/vector_store.py
index d4bdb0155..1bc2d73e0 100644
--- a/src/backend/langflow/interface/initialize/vector_store.py
+++ b/src/backend/langflow/interface/initialize/vector_store.py
@@ -130,8 +130,8 @@ def initialize_pinecone(class_object: Type[Pinecone], params: dict):
import pinecone # type: ignore
- pinecone_api_key = params.get("pinecone_api_key")
- pinecone_env = params.get("pinecone_env")
+ pinecone_api_key = params.pop("pinecone_api_key")
+ pinecone_env = params.pop("pinecone_env")
if pinecone_api_key is None or pinecone_env is None:
if os.getenv("PINECONE_API_KEY") is not None:
@@ -170,6 +170,26 @@ def initialize_pinecone(class_object: Type[Pinecone], params: dict):
def initialize_chroma(class_object: Type[Chroma], params: dict):
"""Initialize a ChromaDB object from the params"""
+ if ( # type: ignore
+ "chroma_server_host" in params or "chroma_server_http_port" in params
+ ):
+ import chromadb # type: ignore
+
+ settings_params = {
+ key: params[key]
+ for key, value_ in params.items()
+ if key.startswith("chroma_server_") and value_
+ }
+ chroma_settings = chromadb.config.Settings(**settings_params)
+ params["client_settings"] = chroma_settings
+ else:
+ # remove all chroma_server_ keys from params
+ params = {
+ key: value
+ for key, value in params.items()
+ if not key.startswith("chroma_server_")
+ }
+
persist = params.pop("persist", False)
if not docs_in_params(params):
params.pop("documents", None)
diff --git a/src/backend/langflow/interface/listing.py b/src/backend/langflow/interface/listing.py
index 0893f855a..1cab1efbc 100644
--- a/src/backend/langflow/interface/listing.py
+++ b/src/backend/langflow/interface/listing.py
@@ -13,33 +13,44 @@ from langflow.interface.vector_store.base import vectorstore_creator
from langflow.interface.wrappers.base import wrapper_creator
from langflow.interface.output_parsers.base import output_parser_creator
from langflow.interface.retrievers.base import retriever_creator
+from langflow.interface.custom.base import custom_component_creator
+from langflow.utils.lazy_load import LazyLoadDictBase
-def get_type_dict():
- return {
- "agents": agent_creator.to_list(),
- "prompts": prompt_creator.to_list(),
- "llms": llm_creator.to_list(),
- "tools": tool_creator.to_list(),
- "chains": chain_creator.to_list(),
- "memory": memory_creator.to_list(),
- "toolkits": toolkits_creator.to_list(),
- "wrappers": wrapper_creator.to_list(),
- "documentLoaders": documentloader_creator.to_list(),
- "vectorStore": vectorstore_creator.to_list(),
- "embeddings": embedding_creator.to_list(),
- "textSplitters": textsplitter_creator.to_list(),
- "utilities": utility_creator.to_list(),
- "outputParsers": output_parser_creator.to_list(),
- "retrievers": retriever_creator.to_list(),
- }
+class AllTypesDict(LazyLoadDictBase):
+ def __init__(self):
+ self._all_types_dict = None
+
+ @property
+ def ALL_TYPES_DICT(self):
+ return self.all_types_dict
+
+ def _build_dict(self):
+ langchain_types_dict = self.get_type_dict()
+ return {
+ **langchain_types_dict,
+ "Custom": ["Custom Tool", "Python Function"],
+ }
+
+ def get_type_dict(self):
+ return {
+ "agents": agent_creator.to_list(),
+ "prompts": prompt_creator.to_list(),
+ "llms": llm_creator.to_list(),
+ "tools": tool_creator.to_list(),
+ "chains": chain_creator.to_list(),
+ "memory": memory_creator.to_list(),
+ "toolkits": toolkits_creator.to_list(),
+ "wrappers": wrapper_creator.to_list(),
+ "documentLoaders": documentloader_creator.to_list(),
+ "vectorStore": vectorstore_creator.to_list(),
+ "embeddings": embedding_creator.to_list(),
+ "textSplitters": textsplitter_creator.to_list(),
+ "utilities": utility_creator.to_list(),
+ "outputParsers": output_parser_creator.to_list(),
+ "retrievers": retriever_creator.to_list(),
+ "custom_components": custom_component_creator.to_list(),
+ }
-LANGCHAIN_TYPES_DICT = get_type_dict()
-
-# Now we'll build a dict with Langchain types and ours
-
-ALL_TYPES_DICT = {
- **LANGCHAIN_TYPES_DICT,
- "Custom": ["Custom Tool", "Python Function"],
-}
+lazy_load_dict = AllTypesDict()
diff --git a/src/backend/langflow/interface/llms/base.py b/src/backend/langflow/interface/llms/base.py
index 66e153880..f562b99ed 100644
--- a/src/backend/langflow/interface/llms/base.py
+++ b/src/backend/langflow/interface/llms/base.py
@@ -2,7 +2,8 @@ from typing import Dict, List, Optional, Type
from langflow.interface.base import LangChainTypeCreator
from langflow.interface.custom_lists import llm_type_to_cls_dict
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
from langflow.template.frontend_node.llms import LLMFrontendNode
from langflow.utils.logger import logger
from langflow.utils.util import build_template_from_class
@@ -33,10 +34,12 @@ class LLMCreator(LangChainTypeCreator):
return None
def to_list(self) -> List[str]:
+ settings_manager = get_settings_manager()
return [
llm.__name__
for llm in self.type_to_loader_dict.values()
- if llm.__name__ in settings.llms or settings.dev
+ if llm.__name__ in settings_manager.settings.LLMS
+ or settings_manager.settings.DEV
]
diff --git a/src/backend/langflow/interface/memories/base.py b/src/backend/langflow/interface/memories/base.py
index 0f97a02fe..70665602c 100644
--- a/src/backend/langflow/interface/memories/base.py
+++ b/src/backend/langflow/interface/memories/base.py
@@ -2,7 +2,8 @@ from typing import Dict, List, Optional, Type
from langflow.interface.base import LangChainTypeCreator
from langflow.interface.custom_lists import memory_type_to_cls_dict
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
from langflow.template.frontend_node.base import FrontendNode
from langflow.template.frontend_node.memories import MemoryFrontendNode
from langflow.utils.logger import logger
@@ -48,10 +49,12 @@ class MemoryCreator(LangChainTypeCreator):
return None
def to_list(self) -> List[str]:
+ settings_manager = get_settings_manager()
return [
memory.__name__
for memory in self.type_to_loader_dict.values()
- if memory.__name__ in settings.memories or settings.dev
+ if memory.__name__ in settings_manager.settings.MEMORIES
+ or settings_manager.settings.DEV
]
diff --git a/src/backend/langflow/interface/output_parsers/base.py b/src/backend/langflow/interface/output_parsers/base.py
index 79cbdd98c..256b521e1 100644
--- a/src/backend/langflow/interface/output_parsers/base.py
+++ b/src/backend/langflow/interface/output_parsers/base.py
@@ -4,7 +4,8 @@ from langchain import output_parsers
from langflow.interface.base import LangChainTypeCreator
from langflow.interface.importing.utils import import_class
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
from langflow.template.frontend_node.output_parsers import OutputParserFrontendNode
from langflow.utils.logger import logger
from langflow.utils.util import build_template_from_class, build_template_from_method
@@ -23,6 +24,7 @@ class OutputParserCreator(LangChainTypeCreator):
@property
def type_to_loader_dict(self) -> Dict:
if self.type_dict is None:
+ settings_manager = get_settings_manager()
self.type_dict = {
output_parser_name: import_class(
f"langchain.output_parsers.{output_parser_name}"
@@ -33,7 +35,8 @@ class OutputParserCreator(LangChainTypeCreator):
self.type_dict = {
name: output_parser
for name, output_parser in self.type_dict.items()
- if name in settings.output_parsers or settings.dev
+ if name in settings_manager.settings.OUTPUT_PARSERS
+ or settings_manager.settings.DEV
}
return self.type_dict
diff --git a/src/backend/langflow/interface/prompts/base.py b/src/backend/langflow/interface/prompts/base.py
index 39bd94c5b..5aa41dfb2 100644
--- a/src/backend/langflow/interface/prompts/base.py
+++ b/src/backend/langflow/interface/prompts/base.py
@@ -5,7 +5,8 @@ from langchain import prompts
from langflow.custom.customs import get_custom_nodes
from langflow.interface.base import LangChainTypeCreator
from langflow.interface.importing.utils import import_class
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
from langflow.template.frontend_node.prompts import PromptFrontendNode
from langflow.utils.logger import logger
from langflow.utils.util import build_template_from_class
@@ -20,6 +21,7 @@ class PromptCreator(LangChainTypeCreator):
@property
def type_to_loader_dict(self) -> Dict:
+ settings_manager = get_settings_manager()
if self.type_dict is None:
self.type_dict = {
prompt_name: import_class(f"langchain.prompts.{prompt_name}")
@@ -34,7 +36,8 @@ class PromptCreator(LangChainTypeCreator):
self.type_dict = {
name: prompt
for name, prompt in self.type_dict.items()
- if name in settings.prompts or settings.dev
+ if name in settings_manager.settings.PROMPTS
+ or settings_manager.settings.DEV
}
return self.type_dict
diff --git a/src/backend/langflow/interface/retrievers/base.py b/src/backend/langflow/interface/retrievers/base.py
index dc6056656..db1cfd165 100644
--- a/src/backend/langflow/interface/retrievers/base.py
+++ b/src/backend/langflow/interface/retrievers/base.py
@@ -4,7 +4,8 @@ from langchain import retrievers
from langflow.interface.base import LangChainTypeCreator
from langflow.interface.importing.utils import import_class
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
from langflow.template.frontend_node.retrievers import RetrieverFrontendNode
from langflow.utils.logger import logger
from langflow.utils.util import build_template_from_method, build_template_from_class
@@ -48,10 +49,12 @@ class RetrieverCreator(LangChainTypeCreator):
return None
def to_list(self) -> List[str]:
+ settings_manager = get_settings_manager()
return [
retriever
for retriever in self.type_to_loader_dict.keys()
- if retriever in settings.retrievers or settings.dev
+ if retriever in settings_manager.settings.RETRIEVERS
+ or settings_manager.settings.DEV
]
diff --git a/src/backend/langflow/interface/run.py b/src/backend/langflow/interface/run.py
index 97f47334e..cb0573bf7 100644
--- a/src/backend/langflow/interface/run.py
+++ b/src/backend/langflow/interface/run.py
@@ -1,4 +1,4 @@
-from langflow.cache.utils import memoize_dict
+from langflow.services.cache.utils import memoize_dict
from langflow.graph import Graph
from langflow.utils.logger import logger
diff --git a/src/backend/langflow/interface/text_splitters/base.py b/src/backend/langflow/interface/text_splitters/base.py
index 203f30086..87b778c4c 100644
--- a/src/backend/langflow/interface/text_splitters/base.py
+++ b/src/backend/langflow/interface/text_splitters/base.py
@@ -1,9 +1,10 @@
from typing import Dict, List, Optional, Type
from langflow.interface.base import LangChainTypeCreator
+from langflow.services.utils import get_settings_manager
from langflow.template.frontend_node.textsplitters import TextSplittersFrontendNode
from langflow.interface.custom_lists import textsplitter_type_to_cls_dict
-from langflow.settings import settings
+
from langflow.utils.logger import logger
from langflow.utils.util import build_template_from_class
@@ -30,10 +31,12 @@ class TextSplitterCreator(LangChainTypeCreator):
return None
def to_list(self) -> List[str]:
+ settings_manager = get_settings_manager()
return [
textsplitter.__name__
for textsplitter in self.type_to_loader_dict.values()
- if textsplitter.__name__ in settings.textsplitters or settings.dev
+ if textsplitter.__name__ in settings_manager.settings.TEXTSPLITTERS
+ or settings_manager.settings.DEV
]
diff --git a/src/backend/langflow/interface/toolkits/base.py b/src/backend/langflow/interface/toolkits/base.py
index be2345c02..c13ffdbd9 100644
--- a/src/backend/langflow/interface/toolkits/base.py
+++ b/src/backend/langflow/interface/toolkits/base.py
@@ -4,7 +4,8 @@ from langchain.agents import agent_toolkits
from langflow.interface.base import LangChainTypeCreator
from langflow.interface.importing.utils import import_class, import_module
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
from langflow.utils.logger import logger
from langflow.utils.util import build_template_from_class
@@ -29,13 +30,15 @@ class ToolkitCreator(LangChainTypeCreator):
@property
def type_to_loader_dict(self) -> Dict:
if self.type_dict is None:
+ settings_manager = get_settings_manager()
self.type_dict = {
toolkit_name: import_class(
f"langchain.agents.agent_toolkits.{toolkit_name}"
)
# if toolkit_name is not lower case it is a class
for toolkit_name in agent_toolkits.__all__
- if not toolkit_name.islower() and toolkit_name in settings.toolkits
+ if not toolkit_name.islower()
+ and toolkit_name in settings_manager.settings.TOOLKITS
}
return self.type_dict
diff --git a/src/backend/langflow/interface/tools/base.py b/src/backend/langflow/interface/tools/base.py
index 027224a3a..1dbc9a6ed 100644
--- a/src/backend/langflow/interface/tools/base.py
+++ b/src/backend/langflow/interface/tools/base.py
@@ -15,7 +15,8 @@ from langflow.interface.tools.constants import (
OTHER_TOOLS,
)
from langflow.interface.tools.util import get_tool_params
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
from langflow.template.field.base import TemplateField
from langflow.template.template.base import Template
from langflow.utils import util
@@ -55,7 +56,7 @@ TOOL_INPUTS = {
show=True,
value="",
suffixes=[".json", ".yaml", ".yml"],
- fileTypes=["json", "yaml", "yml"],
+ file_types=["json", "yaml", "yml"],
),
}
@@ -66,6 +67,7 @@ class ToolCreator(LangChainTypeCreator):
@property
def type_to_loader_dict(self) -> Dict:
+ settings_manager = get_settings_manager()
if self.tools_dict is None:
all_tools = {}
@@ -74,7 +76,10 @@ class ToolCreator(LangChainTypeCreator):
tool_name = tool_params.get("name") or tool
- if tool_name in settings.tools or settings.dev:
+ if (
+ tool_name in settings_manager.settings.TOOLS
+ or settings_manager.settings.DEV
+ ):
if tool_name == "JsonSpec":
tool_params["path"] = tool_params.pop("dict_") # type: ignore
all_tools[tool_name] = {
diff --git a/src/backend/langflow/interface/tools/constants.py b/src/backend/langflow/interface/tools/constants.py
index fea3c5237..dc1bfe0c1 100644
--- a/src/backend/langflow/interface/tools/constants.py
+++ b/src/backend/langflow/interface/tools/constants.py
@@ -9,7 +9,10 @@ from langchain.agents.load_tools import (
from langchain.tools.json.tool import JsonSpec
from langflow.interface.importing.utils import import_class
-from langflow.interface.tools.custom import PythonFunctionTool, PythonFunction
+from langflow.interface.tools.custom import (
+ PythonFunctionTool,
+ PythonFunction,
+)
FILE_TOOLS = {"JsonSpec": JsonSpec}
CUSTOM_TOOLS = {
diff --git a/src/backend/langflow/interface/tools/custom.py b/src/backend/langflow/interface/tools/custom.py
index 0e2e5ff57..321298e34 100644
--- a/src/backend/langflow/interface/tools/custom.py
+++ b/src/backend/langflow/interface/tools/custom.py
@@ -34,8 +34,6 @@ class Function(BaseModel):
class PythonFunctionTool(Function, Tool):
- """Python function"""
-
name: str = "Custom Tool"
description: str
code: str
@@ -49,6 +47,4 @@ class PythonFunctionTool(Function, Tool):
class PythonFunction(Function):
- """Python function"""
-
code: str
diff --git a/src/backend/langflow/interface/types.py b/src/backend/langflow/interface/types.py
index 72ecb6775..885e33694 100644
--- a/src/backend/langflow/interface/types.py
+++ b/src/backend/langflow/interface/types.py
@@ -1,7 +1,13 @@
+import ast
+import contextlib
+from typing import Any, List
+from langflow.api.utils import merge_nested_dicts_with_renaming
from langflow.interface.agents.base import agent_creator
from langflow.interface.chains.base import chain_creator
+from langflow.interface.custom.constants import CUSTOM_COMPONENT_SUPPORTED_TYPES
from langflow.interface.document_loaders.base import documentloader_creator
from langflow.interface.embeddings.base import embedding_creator
+from langflow.interface.importing.utils import get_function_custom
from langflow.interface.llms.base import llm_creator
from langflow.interface.memories.base import memory_creator
from langflow.interface.prompts.base import prompt_creator
@@ -12,9 +18,27 @@ from langflow.interface.utilities.base import utility_creator
from langflow.interface.vector_store.base import vectorstore_creator
from langflow.interface.wrappers.base import wrapper_creator
from langflow.interface.output_parsers.base import output_parser_creator
+from langflow.interface.custom.base import custom_component_creator
+from langflow.interface.custom.custom_component import CustomComponent
+
+from langflow.template.field.base import TemplateField
+from langflow.template.frontend_node.constants import CLASSES_TO_REMOVE
+from langflow.template.frontend_node.custom_components import (
+ CustomComponentFrontendNode,
+)
from langflow.interface.retrievers.base import retriever_creator
+from langflow.interface.custom.directory_reader import DirectoryReader
+from langflow.utils.logger import logger
+from langflow.utils.util import get_base_classes
+import re
+import warnings
+import traceback
+from fastapi import HTTPException
+
+
+# Used to get the base_classes list
def get_type_list():
"""Get a list of all langchain types"""
all_types = build_langchain_types_dict()
@@ -29,7 +53,6 @@ def get_type_list():
def build_langchain_types_dict(): # sourcery skip: dict-assign-update-to-union
"""Build a dictionary of all langchain types"""
-
all_types = {}
creators = [
@@ -48,6 +71,7 @@ def build_langchain_types_dict(): # sourcery skip: dict-assign-update-to-union
utility_creator,
output_parser_creator,
retriever_creator,
+ custom_component_creator,
]
all_types = {}
@@ -55,7 +79,352 @@ def build_langchain_types_dict(): # sourcery skip: dict-assign-update-to-union
created_types = creator.to_dict()
if created_types[creator.type_name].values():
all_types.update(created_types)
+
return all_types
-langchain_types_dict = build_langchain_types_dict()
+def process_type(field_type: str):
+ return "prompt" if field_type == "Prompt" else field_type
+
+
+# TODO: Move to correct place
+def add_new_custom_field(
+ template,
+ field_name: str,
+ field_type: str,
+ field_value: Any,
+ field_required: bool,
+ field_config: dict,
+):
+ # Check field_config if any of the keys are in it
+ # if it is, update the value
+ display_name = field_config.pop("display_name", field_name)
+ field_type = field_config.pop("field_type", field_type)
+ field_type = process_type(field_type)
+ field_value = field_config.pop("value", field_value)
+ field_advanced = field_config.pop("advanced", False)
+
+ if field_type == "bool" and field_value is None:
+ field_value = False
+
+ # If options is a list, then it's a dropdown
+ # If options is None, then it's a list of strings
+ is_list = isinstance(field_config.get("options"), list)
+ field_config["is_list"] = is_list or field_config.get("is_list", False)
+
+ if "name" in field_config:
+ warnings.warn(
+ "The 'name' key in field_config is used to build the object and can't be changed."
+ )
+ field_config.pop("name", None)
+
+ required = field_config.pop("required", field_required)
+ placeholder = field_config.pop("placeholder", "")
+
+ new_field = TemplateField(
+ name=field_name,
+ field_type=field_type,
+ value=field_value,
+ show=True,
+ required=required,
+ advanced=field_advanced,
+ placeholder=placeholder,
+ display_name=display_name,
+ **field_config,
+ )
+ template.get("template")[field_name] = new_field.to_dict()
+ template.get("custom_fields")[field_name] = None
+
+ return template
+
+
+# TODO: Move to correct place
+def add_code_field(template, raw_code, field_config):
+ # Field with the Python code to allow update
+
+ code_field = {
+ "code": {
+ "dynamic": True,
+ "required": True,
+ "placeholder": "",
+ "show": field_config.pop("show", True),
+ "multiline": True,
+ "value": raw_code,
+ "password": False,
+ "name": "code",
+ "advanced": field_config.pop("advanced", False),
+ "type": "code",
+ "list": False,
+ }
+ }
+ template.get("template")["code"] = code_field.get("code")
+
+ return template
+
+
+def extract_type_from_optional(field_type):
+ """
+ Extract the type from a string formatted as "Optional[]".
+
+ Parameters:
+ field_type (str): The string from which to extract the type.
+
+ Returns:
+ str: The extracted type, or an empty string if no type was found.
+ """
+ match = re.search(r"\[(.*?)\]", field_type)
+ return match[1] if match else None
+
+
+def build_frontend_node(custom_component: CustomComponent):
+ """Build a frontend node for a custom component"""
+ try:
+ return (
+ CustomComponentFrontendNode().to_dict().get(type(custom_component).__name__)
+ )
+
+ except Exception as exc:
+ logger.error(f"Error while building base frontend node: {exc}")
+ return None
+
+
+def update_attributes(frontend_node, template_config):
+ """Update the display name and description of a frontend node"""
+ if "display_name" in template_config:
+ frontend_node["display_name"] = template_config["display_name"]
+
+ if "description" in template_config:
+ frontend_node["description"] = template_config["description"]
+
+ if "beta" in template_config:
+ frontend_node["beta"] = template_config["beta"]
+
+ if "documentation" in template_config:
+ frontend_node["documentation"] = template_config["documentation"]
+
+
+def build_field_config(custom_component: CustomComponent):
+ """Build the field configuration for a custom component"""
+
+ try:
+ custom_class = get_function_custom(custom_component.code)
+ except Exception as exc:
+ logger.error(f"Error while getting custom function: {str(exc)}")
+ return {}
+
+ try:
+ return custom_class().build_config()
+ except Exception as exc:
+ logger.error(f"Error while building field config: {str(exc)}")
+ return {}
+
+
+def add_extra_fields(frontend_node, field_config, function_args):
+ """Add extra fields to the frontend node"""
+ if function_args is None or function_args == "":
+ return
+
+ # sort function_args which is a list of dicts
+ function_args.sort(key=lambda x: x["name"])
+
+ for extra_field in function_args:
+ if "name" not in extra_field or extra_field["name"] == "self":
+ continue
+
+ field_name, field_type, field_value, field_required = get_field_properties(
+ extra_field
+ )
+ config = field_config.get(field_name, {})
+ frontend_node = add_new_custom_field(
+ frontend_node,
+ field_name,
+ field_type,
+ field_value,
+ field_required,
+ config,
+ )
+
+
+def get_field_properties(extra_field):
+ """Get the properties of an extra field"""
+ field_name = extra_field["name"]
+ field_type = extra_field.get("type", "str")
+ field_value = extra_field.get("default", "")
+ field_required = "optional" not in field_type.lower()
+
+ if not field_required:
+ field_type = extract_type_from_optional(field_type)
+
+ with contextlib.suppress(Exception):
+ field_value = ast.literal_eval(field_value)
+ return field_name, field_type, field_value, field_required
+
+
+def add_base_classes(frontend_node, return_types: List[str]):
+ """Add base classes to the frontend node"""
+ for return_type in return_types:
+ if return_type not in CUSTOM_COMPONENT_SUPPORTED_TYPES or return_type is None:
+ raise HTTPException(
+ status_code=400,
+ detail={
+ "error": (
+ "Invalid return type should be one of: "
+ f"{list(CUSTOM_COMPONENT_SUPPORTED_TYPES.keys())}"
+ ),
+ "traceback": traceback.format_exc(),
+ },
+ )
+
+ return_type_instance = CUSTOM_COMPONENT_SUPPORTED_TYPES.get(return_type)
+ base_classes = get_base_classes(return_type_instance)
+
+ for base_class in base_classes:
+ if base_class not in CLASSES_TO_REMOVE:
+ frontend_node.get("base_classes").append(base_class)
+
+
+def build_langchain_template_custom_component(custom_component: CustomComponent):
+ """Build a custom component template for the langchain"""
+ logger.debug("Building custom component template")
+ frontend_node = build_frontend_node(custom_component)
+
+ if frontend_node is None:
+ return None
+ logger.debug("Built base frontend node")
+ template_config = custom_component.build_template_config
+
+ update_attributes(frontend_node, template_config)
+ logger.debug("Updated attributes")
+ field_config = build_field_config(custom_component)
+ logger.debug("Built field config")
+ add_extra_fields(
+ frontend_node, field_config, custom_component.get_function_entrypoint_args
+ )
+ logger.debug("Added extra fields")
+ frontend_node = add_code_field(
+ frontend_node, custom_component.code, field_config.get("code", {})
+ )
+ logger.debug("Added code field")
+ add_base_classes(
+ frontend_node, custom_component.get_function_entrypoint_return_type
+ )
+ logger.debug("Added base classes")
+ return frontend_node
+
+
+def load_files_from_path(path: str):
+ """Load all files from a given path"""
+ reader = DirectoryReader(path, False)
+
+ return reader.get_files()
+
+
+def build_and_validate_all_files(reader: DirectoryReader, file_list):
+ """Build and validate all files"""
+ data = reader.build_component_menu_list(file_list)
+
+ valid_components = reader.filter_loaded_components(data=data, with_errors=False)
+ invalid_components = reader.filter_loaded_components(data=data, with_errors=True)
+
+ return valid_components, invalid_components
+
+
+def build_valid_menu(valid_components):
+ """Build the valid menu"""
+ valid_menu = {}
+ logger.debug("------------------- VALID COMPONENTS -------------------")
+ for menu_item in valid_components["menu"]:
+ menu_name = menu_item["name"]
+ valid_menu[menu_name] = {}
+
+ for component in menu_item["components"]:
+ logger.debug(f"Building component: {component}")
+ try:
+ component_name = component["name"]
+ component_code = component["code"]
+ component_output_types = component["output_types"]
+
+ component_extractor = CustomComponent(code=component_code)
+ component_extractor.is_check_valid()
+
+ component_template = build_langchain_template_custom_component(
+ component_extractor
+ )
+ component_template["output_types"] = component_output_types
+ if len(component_output_types) == 1:
+ component_name = component_output_types[0]
+ else:
+ file_name = component.get("file").split(".")[0]
+ if "_" in file_name:
+ # turn .py file into camelcase
+ component_name = "".join(
+ [word.capitalize() for word in file_name.split("_")]
+ )
+ else:
+ component_name = file_name
+
+ valid_menu[menu_name][component_name] = component_template
+ logger.debug(f"Added {component_name} to valid menu to {menu_name}")
+
+ except Exception as exc:
+ logger.error(f"Error loading Component: {component['output_types']}")
+ logger.exception(
+ f"Error while building custom component {component_output_types}: {exc}"
+ )
+
+ return valid_menu
+
+
+def build_invalid_menu(invalid_components):
+ """Build the invalid menu"""
+ if invalid_components.get("menu"):
+ logger.debug("------------------- INVALID COMPONENTS -------------------")
+ invalid_menu = {}
+ for menu_item in invalid_components["menu"]:
+ menu_name = menu_item["name"]
+ invalid_menu[menu_name] = {}
+
+ for component in menu_item["components"]:
+ try:
+ component_name = component["name"]
+ component_code = component["code"]
+
+ component_template = (
+ CustomComponentFrontendNode(
+ description="ERROR - Check your Python Code",
+ display_name=f"ERROR - {component_name}",
+ )
+ .to_dict()
+ .get(type(CustomComponent()).__name__)
+ )
+
+ component_template["error"] = component.get("error", None)
+ logger.debug(component)
+ logger.debug(f"Component Path: {component.get('path', None)}")
+ logger.debug(f"Component Error: {component.get('error', None)}")
+ component_template.get("template").get("code")["value"] = component_code
+
+ invalid_menu[menu_name][component_name] = component_template
+ logger.debug(f"Added {component_name} to invalid menu to {menu_name}")
+
+ except Exception as exc:
+ logger.exception(
+ f"Error while creating custom component [{component_name}]: {str(exc)}"
+ )
+
+ return invalid_menu
+
+
+def build_langchain_custom_component_list_from_path(path: str):
+ """Build a list of custom components for the langchain from a given path"""
+ file_list = load_files_from_path(path)
+ reader = DirectoryReader(path, False)
+
+ valid_components, invalid_components = build_and_validate_all_files(
+ reader, file_list
+ )
+
+ valid_menu = build_valid_menu(valid_components)
+ invalid_menu = build_invalid_menu(invalid_components)
+
+ return merge_nested_dicts_with_renaming(valid_menu, invalid_menu)
diff --git a/src/backend/langflow/interface/utilities/base.py b/src/backend/langflow/interface/utilities/base.py
index 6c12b0186..eb8cd60af 100644
--- a/src/backend/langflow/interface/utilities/base.py
+++ b/src/backend/langflow/interface/utilities/base.py
@@ -5,7 +5,8 @@ from langchain import SQLDatabase, utilities
from langflow.custom.customs import get_custom_nodes
from langflow.interface.base import LangChainTypeCreator
from langflow.interface.importing.utils import import_class
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
from langflow.template.frontend_node.utilities import UtilitiesFrontendNode
from langflow.utils.logger import logger
from langflow.utils.util import build_template_from_class
@@ -26,6 +27,7 @@ class UtilityCreator(LangChainTypeCreator):
from the langchain.chains module and filtering them according to the settings.utilities list.
"""
if self.type_dict is None:
+ settings_manager = get_settings_manager()
self.type_dict = {
utility_name: import_class(f"langchain.utilities.{utility_name}")
for utility_name in utilities.__all__
@@ -35,7 +37,8 @@ class UtilityCreator(LangChainTypeCreator):
self.type_dict = {
name: utility
for name, utility in self.type_dict.items()
- if name in settings.utilities or settings.dev
+ if name in settings_manager.settings.UTILITIES
+ or settings_manager.settings.DEV
}
return self.type_dict
diff --git a/src/backend/langflow/interface/utils.py b/src/backend/langflow/interface/utils.py
index 9203915cf..1fddbf80f 100644
--- a/src/backend/langflow/interface/utils.py
+++ b/src/backend/langflow/interface/utils.py
@@ -9,7 +9,8 @@ import yaml
from langchain.base_language import BaseLanguageModel
from PIL.Image import Image
from langflow.utils.logger import logger
-from langflow.chat.config import ChatConfig
+from langflow.services.chat.config import ChatConfig
+from langflow.services.utils import get_settings_manager
def load_file_into_dict(file_path: str) -> dict:
@@ -63,24 +64,21 @@ def extract_input_variables_from_prompt(prompt: str) -> list[str]:
def setup_llm_caching():
"""Setup LLM caching."""
-
- from langflow.settings import settings
-
+ settings_manager = get_settings_manager()
try:
- set_langchain_cache(settings)
+ set_langchain_cache(settings_manager.settings)
except ImportError:
- logger.warning(f"Could not import {settings.cache}. ")
+ logger.warning(f"Could not import {settings_manager.settings.CACHE}. ")
except Exception as exc:
logger.warning(f"Could not setup LLM caching. Error: {exc}")
-# TODO Rename this here and in `setup_llm_caching`
def set_langchain_cache(settings):
import langchain
from langflow.interface.importing.utils import import_class
cache_type = os.getenv("LANGFLOW_LANGCHAIN_CACHE")
- cache_class = import_class(f"langchain.cache.{cache_type or settings.cache}")
+ cache_class = import_class(f"langchain.cache.{cache_type or settings.CACHE}")
logger.debug(f"Setting up LLM caching with {cache_class.__name__}")
langchain.llm_cache = cache_class()
diff --git a/src/backend/langflow/interface/vector_store/base.py b/src/backend/langflow/interface/vector_store/base.py
index 7ec1e0f5b..4b8ca2b64 100644
--- a/src/backend/langflow/interface/vector_store/base.py
+++ b/src/backend/langflow/interface/vector_store/base.py
@@ -4,7 +4,8 @@ from langchain import vectorstores
from langflow.interface.base import LangChainTypeCreator
from langflow.interface.importing.utils import import_class
-from langflow.settings import settings
+from langflow.services.utils import get_settings_manager
+
from langflow.template.frontend_node.vectorstores import VectorStoreFrontendNode
from langflow.utils.logger import logger
from langflow.utils.util import build_template_from_method
@@ -43,10 +44,12 @@ class VectorstoreCreator(LangChainTypeCreator):
return None
def to_list(self) -> List[str]:
+ settings_manager = get_settings_manager()
return [
vectorstore
for vectorstore in self.type_to_loader_dict.keys()
- if vectorstore in settings.vectorstores or settings.dev
+ if vectorstore in settings_manager.settings.VECTORSTORES
+ or settings_manager.settings.DEV
]
diff --git a/src/backend/langflow/main.py b/src/backend/langflow/main.py
index 31878f851..1702fb8f9 100644
--- a/src/backend/langflow/main.py
+++ b/src/backend/langflow/main.py
@@ -6,13 +6,17 @@ from fastapi.responses import FileResponse
from fastapi.staticfiles import StaticFiles
from langflow.api import router
-from langflow.database.base import create_db_and_tables
from langflow.interface.utils import setup_llm_caching
+from langflow.services.database.utils import initialize_database
+from langflow.services.manager import initialize_services
+from langflow.utils.logger import configure
def create_app():
"""Create the FastAPI app and include the router."""
+ configure()
+
app = FastAPI()
origins = [
@@ -30,9 +34,10 @@ def create_app():
allow_methods=["*"],
allow_headers=["*"],
)
-
app.include_router(router)
- app.on_event("startup")(create_db_and_tables)
+
+ app.on_event("startup")(initialize_services)
+ app.on_event("startup")(initialize_database)
app.on_event("startup")(setup_llm_caching)
return app
@@ -65,23 +70,32 @@ def get_static_files_dir():
return frontend_path / "frontend"
-def setup_app(static_files_dir: Optional[Path] = None) -> FastAPI:
+def setup_app(
+ static_files_dir: Optional[Path] = None, backend_only: bool = False
+) -> FastAPI:
"""Setup the FastAPI app."""
# get the directory of the current file
if not static_files_dir:
static_files_dir = get_static_files_dir()
- if not static_files_dir or not static_files_dir.exists():
+ if not backend_only and (not static_files_dir or not static_files_dir.exists()):
raise RuntimeError(f"Static files directory {static_files_dir} does not exist.")
app = create_app()
- setup_static_files(app, static_files_dir)
+ if not backend_only and static_files_dir is not None:
+ setup_static_files(app, static_files_dir)
return app
-app = create_app()
-
-
if __name__ == "__main__":
import uvicorn
+ from langflow.utils.util import get_number_of_workers
- uvicorn.run(app, host="127.0.0.1", port=7860)
+ configure()
+ uvicorn.run(
+ create_app,
+ host="127.0.0.1",
+ port=7860,
+ workers=get_number_of_workers(),
+ log_level="debug",
+ reload=True,
+ )
diff --git a/src/backend/langflow/processing/base.py b/src/backend/langflow/processing/base.py
index f8690bbdf..f1d7b6e56 100644
--- a/src/backend/langflow/processing/base.py
+++ b/src/backend/langflow/processing/base.py
@@ -22,7 +22,7 @@ async def get_result_and_steps(langchain_object, inputs: Union[dict, str], **kwa
try:
fix_memory_inputs(langchain_object)
except Exception as exc:
- logger.error(exc)
+ logger.error(f"Error fixing memory inputs: {exc}")
try:
async_callbacks = [AsyncStreamingLLMCallbackHandler(**kwargs)]
diff --git a/src/backend/langflow/processing/process.py b/src/backend/langflow/processing/process.py
index 03e6e4c35..8cefb1f44 100644
--- a/src/backend/langflow/processing/process.py
+++ b/src/backend/langflow/processing/process.py
@@ -85,12 +85,17 @@ def get_input_str_if_only_one_input(inputs: dict) -> Optional[str]:
return list(inputs.values())[0] if len(inputs) == 1 else None
-def process_graph_cached(data_graph: Dict[str, Any], inputs: Optional[dict] = None):
+def process_graph_cached(
+ data_graph: Dict[str, Any], inputs: Optional[dict] = None, clear_cache=False
+):
"""
Process graph by extracting input variables and replacing ZeroShotPrompt
with PromptTemplate,then run the graph and return the result and thought.
"""
# Load langchain object
+ if clear_cache:
+ build_sorted_vertices_with_caching.clear_cache()
+ logger.debug("Cleared cache")
langchain_object, artifacts = build_sorted_vertices_with_caching(data_graph)
logger.debug("Loaded LangChain object")
if inputs is None:
diff --git a/src/backend/langflow/services/__init__.py b/src/backend/langflow/services/__init__.py
new file mode 100644
index 000000000..8ac74b5b9
--- /dev/null
+++ b/src/backend/langflow/services/__init__.py
@@ -0,0 +1,4 @@
+from .manager import service_manager
+from .schema import ServiceType
+
+__all__ = ["service_manager", "ServiceType"]
diff --git a/src/backend/langflow/services/base.py b/src/backend/langflow/services/base.py
new file mode 100644
index 000000000..6bca6c4e2
--- /dev/null
+++ b/src/backend/langflow/services/base.py
@@ -0,0 +1,2 @@
+class Service:
+ name: str
diff --git a/src/backend/langflow/services/cache/__init__.py b/src/backend/langflow/services/cache/__init__.py
new file mode 100644
index 000000000..79e143807
--- /dev/null
+++ b/src/backend/langflow/services/cache/__init__.py
@@ -0,0 +1,11 @@
+from . import factory, manager
+from langflow.services.cache.manager import cache_manager
+from langflow.services.cache.flow import InMemoryCache
+
+
+__all__ = [
+ "cache_manager",
+ "factory",
+ "manager",
+ "InMemoryCache",
+]
diff --git a/src/backend/langflow/cache/base.py b/src/backend/langflow/services/cache/base.py
similarity index 100%
rename from src/backend/langflow/cache/base.py
rename to src/backend/langflow/services/cache/base.py
diff --git a/src/backend/langflow/services/cache/factory.py b/src/backend/langflow/services/cache/factory.py
new file mode 100644
index 000000000..77f8d58d1
--- /dev/null
+++ b/src/backend/langflow/services/cache/factory.py
@@ -0,0 +1,11 @@
+from langflow.services.cache.manager import CacheManager
+from langflow.services.factory import ServiceFactory
+
+
+class CacheManagerFactory(ServiceFactory):
+ def __init__(self):
+ super().__init__(CacheManager)
+
+ def create(self, settings_service):
+ # Here you would have logic to create and configure a CacheManager
+ return CacheManager()
diff --git a/src/backend/langflow/cache/flow.py b/src/backend/langflow/services/cache/flow.py
similarity index 98%
rename from src/backend/langflow/cache/flow.py
rename to src/backend/langflow/services/cache/flow.py
index 6d8fee977..0c10c51e1 100644
--- a/src/backend/langflow/cache/flow.py
+++ b/src/backend/langflow/services/cache/flow.py
@@ -2,7 +2,7 @@ import threading
import time
from collections import OrderedDict
-from langflow.cache.base import BaseCache
+from langflow.services.cache.base import BaseCache
class InMemoryCache(BaseCache):
diff --git a/src/backend/langflow/cache/manager.py b/src/backend/langflow/services/cache/manager.py
similarity index 97%
rename from src/backend/langflow/cache/manager.py
rename to src/backend/langflow/services/cache/manager.py
index 13b281008..ce9a338ef 100644
--- a/src/backend/langflow/cache/manager.py
+++ b/src/backend/langflow/services/cache/manager.py
@@ -1,5 +1,6 @@
from contextlib import contextmanager
from typing import Any, Awaitable, Callable, List, Optional
+from langflow.services.base import Service
import pandas as pd
from PIL import Image
@@ -49,9 +50,11 @@ class AsyncSubject:
await observer()
-class CacheManager(Subject):
+class CacheManager(Subject, Service):
"""Manages cache for different clients and notifies observers on changes."""
+ name = "cache_manager"
+
def __init__(self):
super().__init__()
self._cache = {}
diff --git a/src/backend/langflow/cache/utils.py b/src/backend/langflow/services/cache/utils.py
similarity index 100%
rename from src/backend/langflow/cache/utils.py
rename to src/backend/langflow/services/cache/utils.py
diff --git a/src/backend/langflow/services/chat/__init__.py b/src/backend/langflow/services/chat/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/src/backend/langflow/chat/config.py b/src/backend/langflow/services/chat/config.py
similarity index 100%
rename from src/backend/langflow/chat/config.py
rename to src/backend/langflow/services/chat/config.py
diff --git a/src/backend/langflow/services/chat/factory.py b/src/backend/langflow/services/chat/factory.py
new file mode 100644
index 000000000..03597ed11
--- /dev/null
+++ b/src/backend/langflow/services/chat/factory.py
@@ -0,0 +1,11 @@
+from langflow.services.chat.manager import ChatManager
+from langflow.services.factory import ServiceFactory
+
+
+class ChatManagerFactory(ServiceFactory):
+ def __init__(self):
+ super().__init__(ChatManager)
+
+ def create(self, settings_service):
+ # Here you would have logic to create and configure a ChatManager
+ return ChatManager()
diff --git a/src/backend/langflow/chat/manager.py b/src/backend/langflow/services/chat/manager.py
similarity index 91%
rename from src/backend/langflow/chat/manager.py
rename to src/backend/langflow/services/chat/manager.py
index 33de784b5..a49f48273 100644
--- a/src/backend/langflow/chat/manager.py
+++ b/src/backend/langflow/services/chat/manager.py
@@ -1,10 +1,12 @@
from collections import defaultdict
from fastapi import WebSocket, status
from langflow.api.v1.schemas import ChatMessage, ChatResponse, FileResponse
-from langflow.cache import cache_manager
-from langflow.cache.manager import Subject
-from langflow.chat.utils import process_graph
+from langflow.services.base import Service
+from langflow.services import service_manager
+from langflow.services.cache.manager import Subject
+from langflow.services.chat.utils import process_graph
from langflow.interface.utils import pil_to_base64
+from langflow.services.schema import ServiceType
from langflow.utils.logger import logger
@@ -12,7 +14,7 @@ import asyncio
import json
from typing import Any, Dict, List
-from langflow.cache.flow import InMemoryCache
+from langflow.services.cache.flow import InMemoryCache
class ChatHistory(Subject):
@@ -42,11 +44,13 @@ class ChatHistory(Subject):
self.history[client_id] = []
-class ChatManager:
+class ChatManager(Service):
+ name = "chat_manager"
+
def __init__(self):
self.active_connections: Dict[str, WebSocket] = {}
self.chat_history = ChatHistory()
- self.cache_manager = cache_manager
+ self.cache_manager = service_manager.get(ServiceType.CACHE_MANAGER)
self.cache_manager.attach(self.update)
self.in_memory_cache = InMemoryCache()
@@ -111,13 +115,13 @@ class ChatManager:
# This is to catch the following error:
# Unexpected ASGI message 'websocket.close', after sending 'websocket.close'
if "after sending" in str(exc):
- logger.error(exc)
+ logger.error(f"Error closing connection: {exc}")
async def process_message(
self, client_id: str, payload: Dict, langchain_object: Any
):
# Process the graph data and chat message
- chat_inputs = payload.pop("inputs", "")
+ chat_inputs = payload.pop("inputs", {})
chat_inputs = ChatMessage(message=chat_inputs)
self.chat_history.add_message(client_id, chat_inputs)
@@ -197,13 +201,13 @@ class ChatManager:
langchain_object = self.in_memory_cache.get(client_id)
await self.process_message(client_id, payload, langchain_object)
- except Exception as e:
+ except Exception as exc:
# Handle any exceptions that might occur
- logger.error(e)
+ logger.error(f"Error handling websocket: {exc}")
await self.close_connection(
client_id=client_id,
code=status.WS_1011_INTERNAL_ERROR,
- reason=str(e)[:120],
+ reason=str(exc)[:120],
)
finally:
try:
@@ -212,6 +216,6 @@ class ChatManager:
code=status.WS_1000_NORMAL_CLOSURE,
reason="Client disconnected",
)
- except Exception as e:
- logger.error(e)
+ except Exception as exc:
+ logger.error(f"Error closing connection: {exc}")
self.disconnect(client_id)
diff --git a/src/backend/langflow/chat/utils.py b/src/backend/langflow/services/chat/utils.py
similarity index 93%
rename from src/backend/langflow/chat/utils.py
rename to src/backend/langflow/services/chat/utils.py
index 7db65b8e3..17c976eb9 100644
--- a/src/backend/langflow/chat/utils.py
+++ b/src/backend/langflow/services/chat/utils.py
@@ -21,9 +21,9 @@ async def process_graph(
# Generate result and thought
try:
- if not chat_inputs.message:
+ if chat_inputs.message is None:
logger.debug("No message provided")
- raise ValueError("No message provided")
+ chat_inputs.message = {}
logger.debug("Generating result and thought")
result, intermediate_steps = await get_result_and_steps(
diff --git a/src/backend/langflow/services/database/__init__.py b/src/backend/langflow/services/database/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/src/backend/langflow/services/database/factory.py b/src/backend/langflow/services/database/factory.py
new file mode 100644
index 000000000..fecf24543
--- /dev/null
+++ b/src/backend/langflow/services/database/factory.py
@@ -0,0 +1,17 @@
+from typing import TYPE_CHECKING
+from langflow.services.database.manager import DatabaseManager
+from langflow.services.factory import ServiceFactory
+
+if TYPE_CHECKING:
+ from langflow.services.settings.manager import SettingsManager
+
+
+class DatabaseManagerFactory(ServiceFactory):
+ def __init__(self):
+ super().__init__(DatabaseManager)
+
+ def create(self, settings_service: "SettingsManager"):
+ # Here you would have logic to create and configure a DatabaseManager
+ if not settings_service.settings.DATABASE_URL:
+ raise ValueError("No database URL provided")
+ return DatabaseManager(settings_service.settings.DATABASE_URL)
diff --git a/src/backend/langflow/services/database/manager.py b/src/backend/langflow/services/database/manager.py
new file mode 100644
index 000000000..92385a457
--- /dev/null
+++ b/src/backend/langflow/services/database/manager.py
@@ -0,0 +1,67 @@
+from pathlib import Path
+from langflow.services.base import Service
+from sqlmodel import SQLModel, Session, create_engine
+from langflow.utils.logger import logger
+from alembic.config import Config
+from alembic import command
+from langflow.services.database import models # noqa
+
+
+class DatabaseManager(Service):
+ name = "database_manager"
+
+ def __init__(self, database_url: str):
+ self.database_url = database_url
+ # This file is in langflow.services.database.manager.py
+ # the ini is in langflow
+ langflow_dir = Path(__file__).parent.parent.parent
+ self.script_location = langflow_dir / "alembic"
+ self.alembic_cfg_path = langflow_dir / "alembic.ini"
+ self.engine = create_engine(database_url)
+
+ def __enter__(self):
+ self._session = Session(self.engine)
+ return self._session
+
+ def __exit__(self, exc_type, exc_value, traceback):
+ if exc_type is not None: # If an exception has been raised
+ logger.error(
+ f"Session rollback because of exception: {exc_type.__name__} {exc_value}"
+ )
+ self._session.rollback()
+ else:
+ self._session.commit()
+ self._session.close()
+
+ def get_session(self):
+ with Session(self.engine) as session:
+ yield session
+
+ def run_migrations(self):
+ logger.info(
+ f"Running DB migrations in {self.script_location} on {self.database_url}"
+ )
+ alembic_cfg = Config()
+ alembic_cfg.set_main_option("script_location", str(self.script_location))
+ alembic_cfg.set_main_option("sqlalchemy.url", self.database_url)
+ command.upgrade(alembic_cfg, "head")
+
+ def create_db_and_tables(self):
+ logger.debug("Creating database and tables")
+ try:
+ SQLModel.metadata.create_all(self.engine)
+ except Exception as exc:
+ logger.error(f"Error creating database and tables: {exc}")
+ raise RuntimeError("Error creating database and tables") from exc
+
+ # Now check if the table "flow" exists, if not, something went wrong
+ # and we need to create the tables again.
+ from sqlalchemy import inspect
+
+ inspector = inspect(self.engine)
+ if "flow" not in inspector.get_table_names():
+ logger.error("Something went wrong creating the database and tables.")
+ logger.error("Please check your database settings.")
+ raise RuntimeError("Something went wrong creating the database and tables.")
+ else:
+ logger.debug("Database and tables created successfully")
diff --git a/src/backend/langflow/services/database/models/__init__.py b/src/backend/langflow/services/database/models/__init__.py
new file mode 100644
index 000000000..da47bc5fe
--- /dev/null
+++ b/src/backend/langflow/services/database/models/__init__.py
@@ -0,0 +1,4 @@
+from .flow import Flow
+
+
+__all__ = ["Flow"]
diff --git a/src/backend/langflow/database/models/base.py b/src/backend/langflow/services/database/models/base.py
similarity index 100%
rename from src/backend/langflow/database/models/base.py
rename to src/backend/langflow/services/database/models/base.py
diff --git a/src/backend/langflow/services/database/models/component.py b/src/backend/langflow/services/database/models/component.py
new file mode 100644
index 000000000..5c4e6c13a
--- /dev/null
+++ b/src/backend/langflow/services/database/models/component.py
@@ -0,0 +1,29 @@
+from langflow.services.database.models.base import SQLModelSerializable, SQLModel
+from sqlmodel import Field
+from typing import Optional
+from datetime import datetime
+import uuid
+
+
+class Component(SQLModelSerializable, table=True):
+ id: uuid.UUID = Field(default_factory=uuid.uuid4, primary_key=True)
+ frontend_node_id: uuid.UUID = Field(index=True)
+ name: str = Field(index=True)
+ description: Optional[str] = Field(default=None)
+ python_code: Optional[str] = Field(default=None)
+ return_type: Optional[str] = Field(default=None)
+ is_disabled: bool = Field(default=False)
+ is_read_only: bool = Field(default=False)
+ create_at: datetime = Field(default_factory=datetime.utcnow)
+ update_at: datetime = Field(default_factory=datetime.utcnow)
+
+
+class ComponentModel(SQLModel):
+ id: uuid.UUID = Field(default_factory=uuid.uuid4)
+ frontend_node_id: uuid.UUID = Field(default=uuid.uuid4())
+ name: str = Field(default="")
+ description: Optional[str] = None
+ python_code: Optional[str] = None
+ return_type: Optional[str] = None
+ is_disabled: bool = False
+ is_read_only: bool = False
diff --git a/src/backend/langflow/database/models/flow.py b/src/backend/langflow/services/database/models/flow.py
similarity index 72%
rename from src/backend/langflow/database/models/flow.py
rename to src/backend/langflow/services/database/models/flow.py
index f9e3aa249..2bc83f9dc 100644
--- a/src/backend/langflow/database/models/flow.py
+++ b/src/backend/langflow/services/database/models/flow.py
@@ -1,13 +1,12 @@
# Path: src/backend/langflow/database/models/flow.py
-from langflow.database.models.base import SQLModelSerializable
+from langflow.services.database.models.base import SQLModelSerializable
from pydantic import validator
-from sqlmodel import Field, Relationship, JSON, Column
+from sqlmodel import Field, JSON, Column
from uuid import UUID, uuid4
from typing import Dict, Optional
# if TYPE_CHECKING:
-from langflow.database.models.flow_style import FlowStyle, FlowStyleRead
class FlowBase(SQLModelSerializable):
@@ -35,11 +34,6 @@ class FlowBase(SQLModelSerializable):
class Flow(FlowBase, table=True):
id: UUID = Field(default_factory=uuid4, primary_key=True, unique=True)
data: Optional[Dict] = Field(default=None, sa_column=Column(JSON))
- style: Optional["FlowStyle"] = Relationship(
- back_populates="flow",
- # use "uselist=False" to make it a one-to-one relationship
- sa_relationship_kwargs={"uselist": False},
- )
class FlowCreate(FlowBase):
@@ -50,10 +44,6 @@ class FlowRead(FlowBase):
id: UUID
-class FlowReadWithStyle(FlowRead):
- style: Optional["FlowStyleRead"] = None
-
-
class FlowUpdate(SQLModelSerializable):
name: Optional[str] = None
description: Optional[str] = None
diff --git a/src/backend/langflow/services/database/utils.py b/src/backend/langflow/services/database/utils.py
new file mode 100644
index 000000000..94bcd6651
--- /dev/null
+++ b/src/backend/langflow/services/database/utils.py
@@ -0,0 +1,47 @@
+from typing import TYPE_CHECKING
+from langflow.utils.logger import logger
+from contextlib import contextmanager
+from alembic.util.exc import CommandError
+from sqlmodel import Session
+
+if TYPE_CHECKING:
+ from langflow.services.database.manager import DatabaseManager
+
+
+def initialize_database():
+ logger.debug("Initializing database")
+ from langflow.services import service_manager, ServiceType
+
+ database_manager = service_manager.get(ServiceType.DATABASE_MANAGER)
+ try:
+ database_manager.run_migrations()
+ except CommandError as exc:
+ if "Can't locate revision identified by" not in str(exc):
+ raise exc
+ # This means there's wrong revision in the DB
+ # We need to delete the alembic_version table
+ # and run the migrations again
+ logger.warning(
+ "Wrong revision in DB, deleting alembic_version table and running migrations again"
+ )
+ with session_getter(database_manager) as session:
+ session.execute("DROP TABLE alembic_version")
+ database_manager.run_migrations()
+ except Exception as exc:
+ logger.error(f"Error running migrations: {exc}")
+ raise RuntimeError("Error running migrations") from exc
+ database_manager.create_db_and_tables()
+ logger.debug("Database initialized")
+
+
+@contextmanager
+def session_getter(db_manager: "DatabaseManager"):
+ try:
+ session = Session(db_manager.engine)
+ yield session
+ except Exception as e:
+ print("Session rollback because of exception:", e)
+ session.rollback()
+ raise
+ finally:
+ session.close()
diff --git a/src/backend/langflow/services/factory.py b/src/backend/langflow/services/factory.py
new file mode 100644
index 000000000..c37f4e9c2
--- /dev/null
+++ b/src/backend/langflow/services/factory.py
@@ -0,0 +1,6 @@
+class ServiceFactory:
+ def __init__(self, service_class):
+ self.service_class = service_class
+
+ def create(self, *args, **kwargs):
+ raise NotImplementedError
diff --git a/src/backend/langflow/services/manager.py b/src/backend/langflow/services/manager.py
new file mode 100644
index 000000000..1606b3a82
--- /dev/null
+++ b/src/backend/langflow/services/manager.py
@@ -0,0 +1,87 @@
+from langflow.services.schema import ServiceType
+from typing import TYPE_CHECKING
+
+if TYPE_CHECKING:
+ from langflow.services.factory import ServiceFactory
+
+
+class ServiceManager:
+ """
+ Manages the creation of different services.
+ """
+
+ def __init__(self):
+ self.services = {}
+ self.factories = {}
+
+ def register_factory(self, service_factory: "ServiceFactory"):
+ """
+ Registers a new factory.
+ """
+ self.factories[service_factory.service_class.name] = service_factory
+
+ def get(self, service_name: ServiceType):
+ """
+ Get (or create) a service by its name.
+ """
+ if service_name not in self.services:
+ self._create_service(service_name)
+
+ return self.services[service_name]
+
+ def _create_service(self, service_name: ServiceType):
+ """
+ Create a new service given its name.
+ """
+ self._validate_service_creation(service_name)
+
+ if service_name == ServiceType.SETTINGS_MANAGER:
+ self.services[service_name] = self.factories[service_name].create()
+ else:
+ settings_service = self.get(ServiceType.SETTINGS_MANAGER)
+ self.services[service_name] = self.factories[service_name].create(
+ settings_service
+ )
+
+ def _validate_service_creation(self, service_name: ServiceType):
+ """
+ Validate whether the service can be created.
+ """
+ if service_name not in self.factories:
+ raise ValueError(
+ f"No factory registered for the service class '{service_name.name}'"
+ )
+
+ if (
+ ServiceType.SETTINGS_MANAGER not in self.factories
+ and service_name != ServiceType.SETTINGS_MANAGER
+ ):
+ raise ValueError(
+ f"Cannot create service '{service_name.name}' before the settings service"
+ )
+
+ def update(self, service_name: ServiceType):
+ """
+ Update a service by its name.
+ """
+ if service_name in self.services:
+ self.services.pop(service_name, None)
+ self.get(service_name)
+
+
+service_manager = ServiceManager()
+
+
+def initialize_services():
+ """
+ Initialize all the services needed.
+ """
+ from langflow.services.database import factory as database_factory
+ from langflow.services.cache import factory as cache_factory
+ from langflow.services.chat import factory as chat_factory
+ from langflow.services.settings import factory as settings_factory
+
+ service_manager.register_factory(settings_factory.SettingsManagerFactory())
+ service_manager.register_factory(database_factory.DatabaseManagerFactory())
+ service_manager.register_factory(cache_factory.CacheManagerFactory())
+ service_manager.register_factory(chat_factory.ChatManagerFactory())
diff --git a/src/backend/langflow/services/schema.py b/src/backend/langflow/services/schema.py
new file mode 100644
index 000000000..695763afc
--- /dev/null
+++ b/src/backend/langflow/services/schema.py
@@ -0,0 +1,13 @@
+from enum import Enum
+
+
+class ServiceType(str, Enum):
+ """
+ Enum for the different types of services that can be
+ registered with the service manager.
+ """
+
+ CACHE_MANAGER = "cache_manager"
+ SETTINGS_MANAGER = "settings_manager"
+ DATABASE_MANAGER = "database_manager"
+ CHAT_MANAGER = "chat_manager"
diff --git a/src/backend/langflow/services/settings/__init__.py b/src/backend/langflow/services/settings/__init__.py
new file mode 100644
index 000000000..2191bf2cc
--- /dev/null
+++ b/src/backend/langflow/services/settings/__init__.py
@@ -0,0 +1,3 @@
+from . import factory, manager
+
+__all__ = ["factory", "manager"]
diff --git a/src/backend/langflow/services/settings/base.py b/src/backend/langflow/services/settings/base.py
new file mode 100644
index 000000000..1eb2793b3
--- /dev/null
+++ b/src/backend/langflow/services/settings/base.py
@@ -0,0 +1,168 @@
+import contextlib
+import json
+import os
+from typing import Optional, List
+from pathlib import Path
+
+import yaml
+from pydantic import BaseSettings, root_validator, validator
+from langflow.utils.logger import logger
+
+BASE_COMPONENTS_PATH = str(Path(__file__).parent / "components")
+
+
+class Settings(BaseSettings):
+ CHAINS: dict = {}
+ AGENTS: dict = {}
+ PROMPTS: dict = {}
+ LLMS: dict = {}
+ TOOLS: dict = {}
+ MEMORIES: dict = {}
+ EMBEDDINGS: dict = {}
+ VECTORSTORES: dict = {}
+ DOCUMENTLOADERS: dict = {}
+ WRAPPERS: dict = {}
+ RETRIEVERS: dict = {}
+ TOOLKITS: dict = {}
+ TEXTSPLITTERS: dict = {}
+ UTILITIES: dict = {}
+ OUTPUT_PARSERS: dict = {}
+ CUSTOM_COMPONENTS: dict = {}
+
+ DEV: bool = False
+ DATABASE_URL: Optional[str] = None
+ CACHE: str = "InMemoryCache"
+ REMOVE_API_KEYS: bool = False
+ COMPONENTS_PATH: List[str] = []
+
+ @validator("DATABASE_URL", pre=True)
+ def set_database_url(cls, value):
+ if not value:
+ logger.debug(
+ "No database_url provided, trying LANGFLOW_DATABASE_URL env variable"
+ )
+ if langflow_database_url := os.getenv("LANGFLOW_DATABASE_URL"):
+ value = langflow_database_url
+ logger.debug("Using LANGFLOW_DATABASE_URL env variable.")
+ else:
+ logger.debug("No DATABASE_URL env variable, using sqlite database")
+ value = "sqlite:///./langflow.db"
+
+ return value
+
+ @validator("COMPONENTS_PATH", pre=True)
+ def set_components_path(cls, value):
+ if os.getenv("LANGFLOW_COMPONENTS_PATH"):
+ logger.debug("Adding LANGFLOW_COMPONENTS_PATH to components_path")
+ langflow_component_path = os.getenv("LANGFLOW_COMPONENTS_PATH")
+ if (
+ Path(langflow_component_path).exists()
+ and langflow_component_path not in value
+ ):
+ if isinstance(langflow_component_path, list):
+ for path in langflow_component_path:
+ if path not in value:
+ value.append(path)
+ logger.debug(
+ f"Extending {langflow_component_path} to components_path"
+ )
+ elif langflow_component_path not in value:
+ value.append(langflow_component_path)
+ logger.debug(
+ f"Appending {langflow_component_path} to components_path"
+ )
+
+ if not value:
+ value = [BASE_COMPONENTS_PATH]
+ logger.debug("Setting default components path to components_path")
+ elif BASE_COMPONENTS_PATH not in value:
+ value.append(BASE_COMPONENTS_PATH)
+ logger.debug("Adding default components path to components_path")
+
+ logger.debug(f"Components path: {value}")
+ return value
+
+ class Config:
+ validate_assignment = True
+ extra = "ignore"
+ env_prefix = "LANGFLOW_"
+
+ @root_validator(allow_reuse=True)
+ def validate_lists(cls, values):
+ for key, value in values.items():
+ if key != "dev" and not value:
+ values[key] = []
+ return values
+
+ def update_from_yaml(self, file_path: str, dev: bool = False):
+ new_settings = load_settings_from_yaml(file_path)
+ self.CHAINS = new_settings.CHAINS or {}
+ self.AGENTS = new_settings.AGENTS or {}
+ self.PROMPTS = new_settings.PROMPTS or {}
+ self.LLMS = new_settings.LLMS or {}
+ self.TOOLS = new_settings.TOOLS or {}
+ self.MEMORIES = new_settings.MEMORIES or {}
+ self.WRAPPERS = new_settings.WRAPPERS or {}
+ self.TOOLKITS = new_settings.TOOLKITS or {}
+ self.TEXTSPLITTERS = new_settings.TEXTSPLITTERS or {}
+ self.UTILITIES = new_settings.UTILITIES or {}
+ self.EMBEDDINGS = new_settings.EMBEDDINGS or {}
+ self.VECTORSTORES = new_settings.VECTORSTORES or {}
+ self.DOCUMENTLOADERS = new_settings.DOCUMENTLOADERS or {}
+ self.RETRIEVERS = new_settings.RETRIEVERS or {}
+ self.OUTPUT_PARSERS = new_settings.OUTPUT_PARSERS or {}
+ self.CUSTOM_COMPONENTS = new_settings.CUSTOM_COMPONENTS or {}
+ self.COMPONENTS_PATH = new_settings.COMPONENTS_PATH or []
+ self.DEV = dev
+
+ def update_settings(self, **kwargs):
+ logger.debug("Updating settings")
+ for key, value in kwargs.items():
+ # value may contain sensitive information, so we don't want to log it
+ if not hasattr(self, key):
+ logger.debug(f"Key {key} not found in settings")
+ continue
+ logger.debug(f"Updating {key}")
+ if isinstance(getattr(self, key), list):
+ # value might be a '[something]' string
+ with contextlib.suppress(json.decoder.JSONDecodeError):
+ value = json.loads(str(value))
+ if isinstance(value, list):
+ for item in value:
+ if item not in getattr(self, key):
+ getattr(self, key).append(item)
+ logger.debug(f"Extended {key}")
+ else:
+ getattr(self, key).append(value)
+ logger.debug(f"Appended {key}")
+
+ else:
+ setattr(self, key, value)
+ logger.debug(f"Updated {key}")
+ logger.debug(f"{key}: {getattr(self, key)}")
+
+
+def save_settings_to_yaml(settings: Settings, file_path: str):
+ with open(file_path, "w") as f:
+ settings_dict = settings.dict()
+ yaml.dump(settings_dict, f)
+
+
+def load_settings_from_yaml(file_path: str) -> Settings:
+ # Check if a string is a valid path or a file name
+ if "/" not in file_path:
+ # Get current path
+ current_path = os.path.dirname(os.path.abspath(__file__))
+
+ file_path = os.path.join(current_path, file_path)
+
+ with open(file_path, "r") as f:
+ settings_dict = yaml.safe_load(f)
+ settings_dict = {k.upper(): v for k, v in settings_dict.items()}
+
+ for key in settings_dict:
+ if key not in Settings.__fields__.keys():
+ raise KeyError(f"Key {key} not found in settings")
+ logger.debug(f"Loading {len(settings_dict[key])} {key} from {file_path}")
+
+ return Settings(**settings_dict)
diff --git a/src/backend/langflow/services/settings/factory.py b/src/backend/langflow/services/settings/factory.py
new file mode 100644
index 000000000..ab22e22b8
--- /dev/null
+++ b/src/backend/langflow/services/settings/factory.py
@@ -0,0 +1,15 @@
+from pathlib import Path
+from langflow.services.settings.manager import SettingsManager
+from langflow.services.factory import ServiceFactory
+
+
+class SettingsManagerFactory(ServiceFactory):
+ def __init__(self):
+ super().__init__(SettingsManager)
+
+ def create(self):
+ # Here you would have logic to create and configure a SettingsManager
+ langflow_dir = Path(__file__).parent.parent.parent
+ return SettingsManager.load_settings_from_yaml(
+ str(langflow_dir / "config.yaml")
+ )
diff --git a/src/backend/langflow/services/settings/manager.py b/src/backend/langflow/services/settings/manager.py
new file mode 100644
index 000000000..a357c4804
--- /dev/null
+++ b/src/backend/langflow/services/settings/manager.py
@@ -0,0 +1,36 @@
+from langflow.services.base import Service
+from langflow.services.settings.base import Settings
+from langflow.utils.logger import logger
+import os
+import yaml
+
+
+class SettingsManager(Service):
+ name = "settings_manager"
+
+ def __init__(self, settings: Settings):
+ super().__init__()
+ self.settings = settings
+
+ @classmethod
+ def load_settings_from_yaml(cls, file_path: str) -> "SettingsManager":
+ # Check if a string is a valid path or a file name
+ if "/" not in file_path:
+ # Get current path
+ current_path = os.path.dirname(os.path.abspath(__file__))
+
+ file_path = os.path.join(current_path, file_path)
+
+ with open(file_path, "r") as f:
+ settings_dict = yaml.safe_load(f)
+ settings_dict = {k.upper(): v for k, v in settings_dict.items()}
+
+ for key in settings_dict:
+ if key not in Settings.__fields__.keys():
+ raise KeyError(f"Key {key} not found in settings")
+ logger.debug(
+ f"Loading {len(settings_dict[key])} {key} from {file_path}"
+ )
+
+ settings = Settings(**settings_dict)
+ return cls(settings)
diff --git a/src/backend/langflow/services/settings/settings.py b/src/backend/langflow/services/settings/settings.py
new file mode 100644
index 000000000..439b3a1e4
--- /dev/null
+++ b/src/backend/langflow/services/settings/settings.py
@@ -0,0 +1,171 @@
+import contextlib
+import json
+import os
+from typing import Optional, List
+from pathlib import Path
+
+import yaml
+from pydantic import BaseSettings, root_validator, validator
+from langflow.utils.logger import logger
+
+BASE_COMPONENTS_PATH = str(Path(__file__).parent / "components")
+
+
+class Settings(BaseSettings):
+ CHAINS: dict = {}
+ AGENTS: dict = {}
+ PROMPTS: dict = {}
+ LLMS: dict = {}
+ TOOLS: dict = {}
+ MEMORIES: dict = {}
+ EMBEDDINGS: dict = {}
+ VECTORSTORES: dict = {}
+ DOCUMENTLOADERS: dict = {}
+ WRAPPERS: dict = {}
+ RETRIEVERS: dict = {}
+ TOOLKITS: dict = {}
+ TEXTSPLITTERS: dict = {}
+ UTILITIES: dict = {}
+ OUTPUT_PARSERS: dict = {}
+ CUSTOM_COMPONENTS: dict = {}
+
+ DEV: bool = False
+ DATABASE_URL: Optional[str] = None
+ CACHE: str = "InMemoryCache"
+ REMOVE_API_KEYS: bool = False
+ COMPONENTS_PATH: List[str] = []
+
+ @validator("DATABASE_URL", pre=True)
+ def set_database_url(cls, value):
+ if not value:
+ logger.debug(
+ "No database_url provided, trying LANGFLOW_DATABASE_URL env variable"
+ )
+ if langflow_database_url := os.getenv("LANGFLOW_DATABASE_URL"):
+ value = langflow_database_url
+ logger.debug("Using LANGFLOW_DATABASE_URL env variable.")
+ else:
+ logger.debug("No DATABASE_URL env variable, using sqlite database")
+ value = "sqlite:///./langflow.db"
+
+ return value
+
+ @validator("COMPONENTS_PATH", pre=True)
+ def set_components_path(cls, value):
+ if os.getenv("LANGFLOW_COMPONENTS_PATH"):
+ logger.debug("Adding LANGFLOW_COMPONENTS_PATH to components_path")
+ langflow_component_path = os.getenv("LANGFLOW_COMPONENTS_PATH")
+ if (
+ Path(langflow_component_path).exists()
+ and langflow_component_path not in value
+ ):
+ if isinstance(langflow_component_path, list):
+ for path in langflow_component_path:
+ if path not in value:
+ value.append(path)
+ logger.debug(
+ f"Extending {langflow_component_path} to components_path"
+ )
+ elif langflow_component_path not in value:
+ value.append(langflow_component_path)
+ logger.debug(
+ f"Appending {langflow_component_path} to components_path"
+ )
+
+ if not value:
+ value = [BASE_COMPONENTS_PATH]
+ logger.debug("Setting default components path to components_path")
+ elif BASE_COMPONENTS_PATH not in value:
+ value.append(BASE_COMPONENTS_PATH)
+ logger.debug("Adding default components path to components_path")
+
+ logger.debug(f"Components path: {value}")
+ return value
+
+ class Config:
+ validate_assignment = True
+ extra = "ignore"
+ env_prefix = "LANGFLOW_"
+
+ @root_validator(allow_reuse=True)
+ def validate_lists(cls, values):
+ for key, value in values.items():
+ if key != "dev" and not value:
+ values[key] = []
+ return values
+
+ def update_from_yaml(self, file_path: str, dev: bool = False):
+ new_settings = load_settings_from_yaml(file_path)
+ self.CHAINS = new_settings.CHAINS or {}
+ self.AGENTS = new_settings.AGENTS or {}
+ self.PROMPTS = new_settings.PROMPTS or {}
+ self.LLMS = new_settings.LLMS or {}
+ self.TOOLS = new_settings.TOOLS or {}
+ self.MEMORIES = new_settings.MEMORIES or {}
+ self.WRAPPERS = new_settings.WRAPPERS or {}
+ self.TOOLKITS = new_settings.TOOLKITS or {}
+ self.TEXTSPLITTERS = new_settings.TEXTSPLITTERS or {}
+ self.UTILITIES = new_settings.UTILITIES or {}
+ self.EMBEDDINGS = new_settings.EMBEDDINGS or {}
+ self.VECTORSTORES = new_settings.VECTORSTORES or {}
+ self.DOCUMENTLOADERS = new_settings.DOCUMENTLOADERS or {}
+ self.RETRIEVERS = new_settings.RETRIEVERS or {}
+ self.OUTPUT_PARSERS = new_settings.OUTPUT_PARSERS or {}
+ self.CUSTOM_COMPONENTS = new_settings.CUSTOM_COMPONENTS or {}
+ self.COMPONENTS_PATH = new_settings.COMPONENTS_PATH or []
+ self.DEV = dev
+
+ def update_settings(self, **kwargs):
+ logger.debug("Updating settings")
+ for key, value in kwargs.items():
+ # value may contain sensitive information, so we don't want to log it
+ if not hasattr(self, key):
+ logger.debug(f"Key {key} not found in settings")
+ continue
+ logger.debug(f"Updating {key}")
+ if isinstance(getattr(self, key), list):
+ # value might be a '[something]' string
+ with contextlib.suppress(json.decoder.JSONDecodeError):
+ value = json.loads(str(value))
+ if isinstance(value, list):
+ for item in value:
+ if item not in getattr(self, key):
+ getattr(self, key).append(item)
+ logger.debug(f"Extended {key}")
+ else:
+ getattr(self, key).append(value)
+ logger.debug(f"Appended {key}")
+
+ else:
+ setattr(self, key, value)
+ logger.debug(f"Updated {key}")
+ logger.debug(f"{key}: {getattr(self, key)}")
+
+
+def save_settings_to_yaml(settings: Settings, file_path: str):
+ with open(file_path, "w") as f:
+ settings_dict = settings.dict()
+ yaml.dump(settings_dict, f)
+
+
+def load_settings_from_yaml(file_path: str) -> Settings:
+ # Check if a string is a valid path or a file name
+ if "/" not in file_path:
+ # Get current path
+ current_path = os.path.dirname(os.path.abspath(__file__))
+
+ file_path = os.path.join(current_path, file_path)
+
+ with open(file_path, "r") as f:
+ settings_dict = yaml.safe_load(f)
+ settings_dict = {k.upper(): v for k, v in settings_dict.items()}
+
+ for key in settings_dict:
+ if key not in Settings.__fields__.keys():
+ raise KeyError(f"Key {key} not found in settings")
+ logger.debug(f"Loading {len(settings_dict[key])} {key} from {file_path}")
+
+ return Settings(**settings_dict)
+
+
+settings = load_settings_from_yaml("config.yaml")
diff --git a/src/backend/langflow/services/utils.py b/src/backend/langflow/services/utils.py
new file mode 100644
index 000000000..049e82c0f
--- /dev/null
+++ b/src/backend/langflow/services/utils.py
@@ -0,0 +1,18 @@
+from langflow.services import ServiceType, service_manager
+from typing import TYPE_CHECKING
+
+if TYPE_CHECKING:
+ from langflow.services.settings.manager import SettingsManager
+
+
+def get_settings_manager() -> "SettingsManager":
+ return service_manager.get(ServiceType.SETTINGS_MANAGER)
+
+
+def get_db_manager():
+ return service_manager.get(ServiceType.DATABASE_MANAGER)
+
+
+def get_session():
+ db_manager = service_manager.get(ServiceType.DATABASE_MANAGER)
+ yield from db_manager.get_session()
diff --git a/src/backend/langflow/settings.py b/src/backend/langflow/settings.py
deleted file mode 100644
index 9e6c60082..000000000
--- a/src/backend/langflow/settings.py
+++ /dev/null
@@ -1,99 +0,0 @@
-import os
-from typing import Optional
-
-import yaml
-from pydantic import BaseSettings, root_validator
-from langflow.utils.logger import logger
-
-
-class Settings(BaseSettings):
- chains: dict = {}
- agents: dict = {}
- prompts: dict = {}
- llms: dict = {}
- tools: dict = {}
- memories: dict = {}
- embeddings: dict = {}
- vectorstores: dict = {}
- documentloaders: dict = {}
- wrappers: dict = {}
- retrievers: dict = {}
- toolkits: dict = {}
- textsplitters: dict = {}
- utilities: dict = {}
- output_parsers: dict = {}
- dev: bool = False
- database_url: Optional[str] = None
- cache: str = "InMemoryCache"
- remove_api_keys: bool = False
-
- @root_validator(pre=True)
- def set_database_url(cls, values):
- if "database_url" not in values:
- logger.debug(
- "No database_url provided, trying LANGFLOW_DATABASE_URL env variable"
- )
- if langflow_database_url := os.getenv("LANGFLOW_DATABASE_URL"):
- values["database_url"] = langflow_database_url
- else:
- logger.debug("No DATABASE_URL env variable, using sqlite database")
- values["database_url"] = "sqlite:///./langflow.db"
- return values
-
- class Config:
- validate_assignment = True
- extra = "ignore"
-
- @root_validator(allow_reuse=True)
- def validate_lists(cls, values):
- for key, value in values.items():
- if key != "dev" and not value:
- values[key] = []
- return values
-
- def update_from_yaml(self, file_path: str, dev: bool = False):
- new_settings = load_settings_from_yaml(file_path)
- self.chains = new_settings.chains or {}
- self.agents = new_settings.agents or {}
- self.prompts = new_settings.prompts or {}
- self.llms = new_settings.llms or {}
- self.tools = new_settings.tools or {}
- self.memories = new_settings.memories or {}
- self.wrappers = new_settings.wrappers or {}
- self.toolkits = new_settings.toolkits or {}
- self.textsplitters = new_settings.textsplitters or {}
- self.utilities = new_settings.utilities or {}
- self.embeddings = new_settings.embeddings or {}
- self.vectorstores = new_settings.vectorstores or {}
- self.documentloaders = new_settings.documentloaders or {}
- self.retrievers = new_settings.retrievers or {}
- self.output_parsers = new_settings.output_parsers or {}
- self.dev = dev
-
- def update_settings(self, **kwargs):
- for key, value in kwargs.items():
- if hasattr(self, key):
- setattr(self, key, value)
-
-
-def save_settings_to_yaml(settings: Settings, file_path: str):
- with open(file_path, "w") as f:
- settings_dict = settings.dict()
- yaml.dump(settings_dict, f)
-
-
-def load_settings_from_yaml(file_path: str) -> Settings:
- # Check if a string is a valid path or a file name
- if "/" not in file_path:
- # Get current path
- current_path = os.path.dirname(os.path.abspath(__file__))
-
- file_path = os.path.join(current_path, file_path)
-
- with open(file_path, "r") as f:
- settings_dict = yaml.safe_load(f)
-
- return Settings(**settings_dict)
-
-
-settings = load_settings_from_yaml("config.yaml")
diff --git a/src/backend/langflow/template/field/base.py b/src/backend/langflow/template/field/base.py
index a747ad322..31c68d094 100644
--- a/src/backend/langflow/template/field/base.py
+++ b/src/backend/langflow/template/field/base.py
@@ -6,23 +6,58 @@ from pydantic import BaseModel
class TemplateFieldCreator(BaseModel, ABC):
field_type: str = "str"
+ """The type of field this is. Default is a string."""
+
required: bool = False
+ """Specifies if the field is required. Defaults to False."""
+
placeholder: str = ""
+ """A placeholder string for the field. Default is an empty string."""
+
is_list: bool = False
+ """Defines if the field is a list. Default is False."""
+
show: bool = True
+ """Should the field be shown. Defaults to True."""
+
multiline: bool = False
+ """Defines if the field will allow the user to open a text editor. Default is False."""
+
value: Any = None
+ """The value of the field. Default is None."""
+
suffixes: list[str] = []
- fileTypes: list[str] = []
+ """List of suffixes for a file field. Default is an empty list."""
+
file_types: list[str] = []
+ """List of file types associated with the field. Default is an empty list. (duplicate)"""
+
file_path: Union[str, None] = None
+ """The file path of the field if it is a file. Defaults to None."""
+
password: bool = False
+ """Specifies if the field is a password. Defaults to False."""
+
options: list[str] = []
+ """List of options for the field. Only used when is_list=True. Default is an empty list."""
+
name: str = ""
+ """Name of the field. Default is an empty string."""
+
display_name: Optional[str] = None
+ """Display name of the field. Defaults to None."""
+
advanced: bool = False
+ """Specifies if the field will an advanced parameter (hidden). Defaults to False."""
+
input_types: list[str] = []
+ """List of input types for the handle when the field has more than one type. Default is an empty list."""
+
+ dynamic: bool = False
+ """Specifies if the field is dynamic. Defaults to False."""
+
info: Optional[str] = ""
+ """Additional information about the field to be shown in the tooltip. Defaults to an empty string."""
def to_dict(self):
result = self.dict()
diff --git a/src/backend/langflow/template/frontend_node/__init__.py b/src/backend/langflow/template/frontend_node/__init__.py
index c36234364..e13aa1ded 100644
--- a/src/backend/langflow/template/frontend_node/__init__.py
+++ b/src/backend/langflow/template/frontend_node/__init__.py
@@ -9,6 +9,7 @@ from langflow.template.frontend_node import (
vectorstores,
documentloaders,
textsplitters,
+ custom_components,
)
__all__ = [
@@ -22,4 +23,5 @@ __all__ = [
"vectorstores",
"documentloaders",
"textsplitters",
+ "custom_components",
]
diff --git a/src/backend/langflow/template/frontend_node/agents.py b/src/backend/langflow/template/frontend_node/agents.py
index 02aea78b9..63c8a4d5e 100644
--- a/src/backend/langflow/template/frontend_node/agents.py
+++ b/src/backend/langflow/template/frontend_node/agents.py
@@ -145,7 +145,7 @@ class CSVAgentNode(FrontendNode):
name="path",
value="",
suffixes=[".csv"],
- fileTypes=["csv"],
+ file_types=["csv"],
),
TemplateField(
field_type="BaseLanguageModel",
diff --git a/src/backend/langflow/template/frontend_node/base.py b/src/backend/langflow/template/frontend_node/base.py
index 7dae45463..fe19b5652 100644
--- a/src/backend/langflow/template/frontend_node/base.py
+++ b/src/backend/langflow/template/frontend_node/base.py
@@ -5,13 +5,14 @@ from typing import List, Optional
from pydantic import BaseModel, Field
from langflow.template.frontend_node.formatter import field_formatters
-from langflow.template.frontend_node.constants import FORCE_SHOW_FIELDS
+from langflow.template.frontend_node.constants import (
+ CLASSES_TO_REMOVE,
+ FORCE_SHOW_FIELDS,
+)
from langflow.template.field.base import TemplateField
from langflow.template.template.base import Template
from langflow.utils import constants
-CLASSES_TO_REMOVE = ["Serializable", "BaseModel", "object"]
-
class FieldFormatters(BaseModel):
formatters = {
@@ -51,14 +52,8 @@ class FrontendNode(BaseModel):
custom_fields: defaultdict = defaultdict(list)
output_types: List[str] = []
field_formatters: FieldFormatters = Field(default_factory=FieldFormatters)
-
- def process_base_classes(self) -> None:
- """Removes unwanted base classes from the list of base classes."""
- self.base_classes = [
- base_class
- for base_class in self.base_classes
- if base_class not in CLASSES_TO_REMOVE
- ]
+ beta: bool = False
+ error: Optional[str] = None
# field formatters is an instance attribute but it is not used in the class
# so we need to create a method to get it
@@ -70,6 +65,14 @@ class FrontendNode(BaseModel):
"""Sets the documentation of the frontend node."""
self.documentation = documentation
+ def process_base_classes(self) -> None:
+ """Removes unwanted base classes from the list of base classes."""
+ self.base_classes = [
+ base_class
+ for base_class in self.base_classes
+ if base_class not in CLASSES_TO_REMOVE
+ ]
+
def to_dict(self) -> dict:
"""Returns a dict representation of the frontend node."""
self.process_base_classes()
@@ -82,6 +85,8 @@ class FrontendNode(BaseModel):
"custom_fields": self.custom_fields,
"output_types": self.output_types,
"documentation": self.documentation,
+ "beta": self.beta,
+ "error": self.error,
},
}
diff --git a/src/backend/langflow/template/frontend_node/constants.py b/src/backend/langflow/template/frontend_node/constants.py
index 513ccd1ef..8800a3755 100644
--- a/src/backend/langflow/template/frontend_node/constants.py
+++ b/src/backend/langflow/template/frontend_node/constants.py
@@ -63,3 +63,6 @@ You can change this to use other APIs like JinaChat, LocalAI and Prem.
INPUT_KEY_INFO = """The variable to be used as Chat Input when more than one variable is available."""
OUTPUT_KEY_INFO = """The variable to be used as Chat Output (e.g. answer in a ConversationalRetrievalChain)"""
+
+
+CLASSES_TO_REMOVE = ["Serializable", "BaseModel", "object", "Runnable", "Generic"]
diff --git a/src/backend/langflow/template/frontend_node/custom_components.py b/src/backend/langflow/template/frontend_node/custom_components.py
new file mode 100644
index 000000000..4f36a1c9f
--- /dev/null
+++ b/src/backend/langflow/template/frontend_node/custom_components.py
@@ -0,0 +1,31 @@
+from langflow.template.field.base import TemplateField
+from langflow.template.frontend_node.base import FrontendNode
+from langflow.template.template.base import Template
+from langflow.interface.custom.constants import DEFAULT_CUSTOM_COMPONENT_CODE
+
+
+class CustomComponentFrontendNode(FrontendNode):
+ name: str = "CustomComponent"
+ display_name: str = "Custom Component"
+ beta: bool = True
+ template: Template = Template(
+ type_name="CustomComponent",
+ fields=[
+ TemplateField(
+ field_type="code",
+ required=True,
+ placeholder="",
+ is_list=False,
+ show=True,
+ value=DEFAULT_CUSTOM_COMPONENT_CODE,
+ name="code",
+ advanced=False,
+ dynamic=True,
+ )
+ ],
+ )
+ description: str = "Create any custom component you want!"
+ base_classes: list[str] = []
+
+ def to_dict(self):
+ return super().to_dict()
diff --git a/src/backend/langflow/template/frontend_node/documentloaders.py b/src/backend/langflow/template/frontend_node/documentloaders.py
index d775d8736..cdf67e54a 100644
--- a/src/backend/langflow/template/frontend_node/documentloaders.py
+++ b/src/backend/langflow/template/frontend_node/documentloaders.py
@@ -14,7 +14,7 @@ def build_file_field(
name=name,
value="",
suffixes=suffixes,
- fileTypes=fileTypes,
+ file_types=fileTypes,
)
@@ -30,7 +30,6 @@ class DocumentLoaderFrontNode(FrontendNode):
"UnstructuredEmailLoader": build_file_field(
suffixes=[".eml"], fileTypes=["eml"]
),
- "SlackDirectoryLoader": build_file_field(suffixes=[".zip"], fileTypes=["zip"]),
"EverNoteLoader": build_file_field(suffixes=[".xml"], fileTypes=["xml"]),
"FacebookChatLoader": build_file_field(suffixes=[".json"], fileTypes=["json"]),
"BSHTMLLoader": build_file_field(suffixes=[".html"], fileTypes=["html"]),
@@ -105,7 +104,30 @@ class DocumentLoaderFrontNode(FrontendNode):
advanced=False,
)
)
-
+ elif self.template.type_name in {"SlackDirectoryLoader"}:
+ self.template.add_field(
+ TemplateField(
+ field_type="file",
+ required=True,
+ show=True,
+ name="zip_path",
+ value="",
+ display_name="Path to zip file",
+ suffixes=[".zip"],
+ file_types=["zip"],
+ )
+ )
+ self.template.add_field(
+ TemplateField(
+ field_type="str",
+ required=False,
+ show=True,
+ name="workspace_url",
+ value="",
+ display_name="Workspace URL",
+ advanced=False,
+ )
+ )
elif self.template.type_name in self.file_path_templates:
self.template.add_field(self.file_path_templates[self.template.type_name])
elif self.template.type_name in {
diff --git a/src/backend/langflow/template/frontend_node/embeddings.py b/src/backend/langflow/template/frontend_node/embeddings.py
index d466b11a4..4e7e25112 100644
--- a/src/backend/langflow/template/frontend_node/embeddings.py
+++ b/src/backend/langflow/template/frontend_node/embeddings.py
@@ -5,6 +5,47 @@ from langflow.template.frontend_node.base import FrontendNode
class EmbeddingFrontendNode(FrontendNode):
+ def add_extra_fields(self) -> None:
+ if "VertexAI" in self.template.type_name:
+ # Add credentials field which should of type file.
+ self.template.add_field(
+ TemplateField(
+ field_type="file",
+ required=False,
+ show=True,
+ name="credentials",
+ value="",
+ suffixes=[".json"],
+ file_types=["json"],
+ )
+ )
+
+ @staticmethod
+ def format_vertex_field(field: TemplateField, name: str):
+ if "VertexAI" in name:
+ advanced_fields = [
+ "verbose",
+ "top_p",
+ "top_k",
+ "max_output_tokens",
+ ]
+ if field.name in advanced_fields:
+ field.advanced = True
+ show_fields = [
+ "verbose",
+ "project",
+ "location",
+ "credentials",
+ "max_output_tokens",
+ "model_name",
+ "temperature",
+ "top_p",
+ "top_k",
+ ]
+
+ if field.name in show_fields:
+ field.show = True
+
@staticmethod
def format_jina_fields(field: TemplateField):
if "jina" in field.name:
@@ -41,10 +82,36 @@ class EmbeddingFrontendNode(FrontendNode):
@staticmethod
def format_field(field: TemplateField, name: Optional[str] = None) -> None:
FrontendNode.format_field(field, name)
+ if name and "vertex" in name.lower():
+ EmbeddingFrontendNode.format_vertex_field(field, name)
field.advanced = not field.required
field.show = True
if field.name == "headers":
field.show = False
+ if field.name == "model_kwargs":
+ field.field_type = "code"
+ field.advanced = True
+ field.show = True
+ elif field.name in [
+ "model_name",
+ "temperature",
+ "model_file",
+ "model_type",
+ "deployment_name",
+ "credentials",
+ ]:
+ field.advanced = False
+ field.show = True
+ if field.name == "credentials":
+ field.field_type = "file"
+ if name == "VertexAI" and field.name not in [
+ "callbacks",
+ "client",
+ "stop",
+ "tags",
+ "cache",
+ ]:
+ field.show = True
# Format Jina fields
EmbeddingFrontendNode.format_jina_fields(field)
diff --git a/src/backend/langflow/template/frontend_node/llms.py b/src/backend/langflow/template/frontend_node/llms.py
index de0fa3c0b..a6a128cfe 100644
--- a/src/backend/langflow/template/frontend_node/llms.py
+++ b/src/backend/langflow/template/frontend_node/llms.py
@@ -19,7 +19,7 @@ class LLMFrontendNode(FrontendNode):
name="credentials",
value="",
suffixes=[".json"],
- fileTypes=["json"],
+ file_types=["json"],
)
)
diff --git a/src/backend/langflow/template/frontend_node/memories.py b/src/backend/langflow/template/frontend_node/memories.py
index 374d36ff0..019dc0fa8 100644
--- a/src/backend/langflow/template/frontend_node/memories.py
+++ b/src/backend/langflow/template/frontend_node/memories.py
@@ -94,6 +94,14 @@ class MemoryFrontendNode(FrontendNode):
field.show = False
field.required = False
+ if name == "MotorheadMemory":
+ if field.name == "chat_memory":
+ field.show = False
+ field.required = False
+ elif field.name == "client_id":
+ field.show = True
+ field.advanced = False
+
class PostgresChatMessageHistoryFrontendNode(MemoryFrontendNode):
name: str = "PostgresChatMessageHistory"
diff --git a/src/backend/langflow/template/frontend_node/tools.py b/src/backend/langflow/template/frontend_node/tools.py
index ece765ed7..579b32da3 100644
--- a/src/backend/langflow/template/frontend_node/tools.py
+++ b/src/backend/langflow/template/frontend_node/tools.py
@@ -1,7 +1,9 @@
from langflow.template.field.base import TemplateField
from langflow.template.frontend_node.base import FrontendNode
from langflow.template.template.base import Template
-from langflow.utils.constants import DEFAULT_PYTHON_FUNCTION
+from langflow.utils.constants import (
+ DEFAULT_PYTHON_FUNCTION,
+)
class ToolNode(FrontendNode):
diff --git a/src/backend/langflow/template/frontend_node/utilities.py b/src/backend/langflow/template/frontend_node/utilities.py
index 615d7d12f..df993e377 100644
--- a/src/backend/langflow/template/frontend_node/utilities.py
+++ b/src/backend/langflow/template/frontend_node/utilities.py
@@ -12,8 +12,11 @@ class UtilitiesFrontendNode(FrontendNode):
FrontendNode.format_field(field, name)
# field.field_type could be "Literal['news', 'search', 'places', 'images']
# we need to convert it to a list
+ # It seems it could also be like "typing_extensions.['news', 'search', 'places', 'images']"
if "Literal" in field.field_type:
- field.options = ast.literal_eval(field.field_type.replace("Literal", ""))
+ field_type = field.field_type.replace("typing_extensions.", "")
+ field_type = field_type.replace("Literal", "")
+ field.options = ast.literal_eval(field_type)
field.is_list = True
field.field_type = "str"
diff --git a/src/backend/langflow/template/frontend_node/vectorstores.py b/src/backend/langflow/template/frontend_node/vectorstores.py
index 53a840b80..23c293437 100644
--- a/src/backend/langflow/template/frontend_node/vectorstores.py
+++ b/src/backend/langflow/template/frontend_node/vectorstores.py
@@ -4,6 +4,52 @@ from langflow.template.field.base import TemplateField
from langflow.template.frontend_node.base import FrontendNode
+BASIC_FIELDS = [
+ "work_dir",
+ "collection_name",
+ "api_key",
+ "location",
+ "persist_directory",
+ "persist",
+ "weaviate_url",
+ "index_name",
+ "namespace",
+ "folder_path",
+ "table_name",
+ "query_name",
+ "supabase_url",
+ "supabase_service_key",
+ "mongodb_atlas_cluster_uri",
+ "collection_name",
+ "db_name",
+]
+ADVANCED_FIELDS = [
+ "n_dim",
+ "key",
+ "prefix",
+ "distance_func",
+ "content_payload_key",
+ "metadata_payload_key",
+ "timeout",
+ "host",
+ "path",
+ "url",
+ "port",
+ "https",
+ "prefer_grpc",
+ "grpc_port",
+ "pinecone_api_key",
+ "pinecone_env",
+ "client_kwargs",
+ "search_kwargs",
+ "chroma_server_host",
+ "chroma_server_http_port",
+ "chroma_server_ssl_enabled",
+ "chroma_server_grpc_port",
+ "chroma_server_cors_allow_origins",
+]
+
+
class VectorStoreFrontendNode(FrontendNode):
def add_extra_fields(self) -> None:
extra_fields: List[TemplateField] = []
@@ -45,16 +91,62 @@ class VectorStoreFrontendNode(FrontendNode):
elif self.template.type_name == "Chroma":
# New bool field for persist parameter
- extra_field = TemplateField(
- name="persist",
- field_type="bool",
- required=False,
- show=True,
- advanced=False,
- value=False,
- display_name="Persist",
- )
- extra_fields.append(extra_field)
+ chroma_fields = [
+ TemplateField(
+ name="persist",
+ field_type="bool",
+ required=False,
+ show=True,
+ advanced=False,
+ value=False,
+ display_name="Persist",
+ ),
+ # chroma_server_grpc_port: str | None = None,
+ TemplateField(
+ name="chroma_server_host",
+ field_type="str",
+ required=False,
+ show=True,
+ advanced=True,
+ display_name="Chroma Server Host",
+ ),
+ TemplateField(
+ name="chroma_server_http_port",
+ field_type="str",
+ required=False,
+ show=True,
+ advanced=True,
+ display_name="Chroma Server HTTP Port",
+ ),
+ TemplateField(
+ name="chroma_server_ssl_enabled",
+ field_type="bool",
+ required=False,
+ show=True,
+ advanced=True,
+ value=False,
+ display_name="Chroma Server SSL Enabled",
+ ),
+ TemplateField(
+ name="chroma_server_grpc_port",
+ field_type="str",
+ required=False,
+ show=True,
+ advanced=True,
+ display_name="Chroma Server GRPC Port",
+ ),
+ TemplateField(
+ name="chroma_server_cors_allow_origins",
+ field_type="str",
+ required=False,
+ is_list=True,
+ show=True,
+ advanced=True,
+ display_name="Chroma Server CORS Allow Origins",
+ ),
+ ]
+
+ extra_fields.extend(chroma_fields)
elif self.template.type_name == "Pinecone":
# add pinecone_api_key and pinecone_env
extra_field = TemplateField(
@@ -208,45 +300,6 @@ class VectorStoreFrontendNode(FrontendNode):
def format_field(field: TemplateField, name: Optional[str] = None) -> None:
FrontendNode.format_field(field, name)
# Define common field attributes
- basic_fields = [
- "work_dir",
- "collection_name",
- "api_key",
- "location",
- "persist_directory",
- "persist",
- "weaviate_url",
- "index_name",
- "namespace",
- "folder_path",
- "table_name",
- "query_name",
- "supabase_url",
- "supabase_service_key",
- "mongodb_atlas_cluster_uri",
- "collection_name",
- "db_name",
- ]
- advanced_fields = [
- "n_dim",
- "key",
- "prefix",
- "distance_func",
- "content_payload_key",
- "metadata_payload_key",
- "timeout",
- "host",
- "path",
- "url",
- "port",
- "https",
- "prefer_grpc",
- "grpc_port",
- "pinecone_api_key",
- "pinecone_env",
- "client_kwargs",
- "search_kwargs",
- ]
# Check and set field attributes
if field.name == "texts":
@@ -269,7 +322,7 @@ class VectorStoreFrontendNode(FrontendNode):
field.display_name = "Embedding"
field.field_type = "Embeddings"
- elif field.name in basic_fields:
+ elif field.name in BASIC_FIELDS:
field.show = True
field.advanced = False
if field.name == "api_key":
@@ -279,7 +332,7 @@ class VectorStoreFrontendNode(FrontendNode):
field.value = ":memory:"
field.placeholder = ":memory:"
- elif field.name in advanced_fields:
+ elif field.name in ADVANCED_FIELDS:
field.show = True
field.advanced = True
if "key" in field.name:
diff --git a/src/backend/langflow/utils/constants.py b/src/backend/langflow/utils/constants.py
index 44103c2b7..e473d855b 100644
--- a/src/backend/langflow/utils/constants.py
+++ b/src/backend/langflow/utils/constants.py
@@ -17,18 +17,29 @@ CHAT_OPENAI_MODELS = [
]
ANTHROPIC_MODELS = [
- "claude-v1", # largest model, ideal for a wide range of more complex tasks.
- "claude-v1-100k", # An enhanced version of claude-v1 with a 100,000 token (roughly 75,000 word) context window.
- "claude-instant-v1", # A smaller model with far lower latency, sampling at roughly 40 words/sec!
- "claude-instant-v1-100k", # Like claude-instant-v1 with a 100,000 token context window but retains its performance.
+ # largest model, ideal for a wide range of more complex tasks.
+ "claude-v1",
+ # An enhanced version of claude-v1 with a 100,000 token (roughly 75,000 word) context window.
+ "claude-v1-100k",
+ # A smaller model with far lower latency, sampling at roughly 40 words/sec!
+ "claude-instant-v1",
+ # Like claude-instant-v1 with a 100,000 token context window but retains its performance.
+ "claude-instant-v1-100k",
# Specific sub-versions of the above models:
- "claude-v1.3", # Vs claude-v1.2: better instruction-following, code, and non-English dialogue and writing.
- "claude-v1.3-100k", # An enhanced version of claude-v1.3 with a 100,000 token (roughly 75,000 word) context window.
- "claude-v1.2", # Vs claude-v1.1: small adv in general helpfulness, instruction following, coding, and other tasks.
- "claude-v1.0", # An earlier version of claude-v1.
- "claude-instant-v1.1", # Latest version of claude-instant-v1. Better than claude-instant-v1.0 at most tasks.
- "claude-instant-v1.1-100k", # Version of claude-instant-v1.1 with a 100K token context window.
- "claude-instant-v1.0", # An earlier version of claude-instant-v1.
+ # Vs claude-v1.2: better instruction-following, code, and non-English dialogue and writing.
+ "claude-v1.3",
+ # An enhanced version of claude-v1.3 with a 100,000 token (roughly 75,000 word) context window.
+ "claude-v1.3-100k",
+ # Vs claude-v1.1: small adv in general helpfulness, instruction following, coding, and other tasks.
+ "claude-v1.2",
+ # An earlier version of claude-v1.
+ "claude-v1.0",
+ # Latest version of claude-instant-v1. Better than claude-instant-v1.0 at most tasks.
+ "claude-instant-v1.1",
+ # Version of claude-instant-v1.1 with a 100K token context window.
+ "claude-instant-v1.1-100k",
+ # An earlier version of claude-instant-v1.
+ "claude-instant-v1.0",
]
DEFAULT_PYTHON_FUNCTION = """
@@ -36,4 +47,5 @@ def python_function(text: str) -> str:
\"\"\"This is a default python function that returns the input text\"\"\"
return text
"""
+
DIRECT_TYPES = ["str", "bool", "code", "int", "float", "Any", "prompt"]
diff --git a/src/backend/langflow/utils/lazy_load.py b/src/backend/langflow/utils/lazy_load.py
new file mode 100644
index 000000000..df0130acc
--- /dev/null
+++ b/src/backend/langflow/utils/lazy_load.py
@@ -0,0 +1,15 @@
+class LazyLoadDictBase:
+ def __init__(self):
+ self._all_types_dict = None
+
+ @property
+ def all_types_dict(self):
+ if self._all_types_dict is None:
+ self._all_types_dict = self._build_dict()
+ return self._all_types_dict
+
+ def _build_dict(self):
+ raise NotImplementedError
+
+ def get_type_dict(self):
+ raise NotImplementedError
diff --git a/src/backend/langflow/utils/logger.py b/src/backend/langflow/utils/logger.py
index b70a451d4..deb0f75ca 100644
--- a/src/backend/langflow/utils/logger.py
+++ b/src/backend/langflow/utils/logger.py
@@ -6,7 +6,7 @@ from rich.logging import RichHandler
logger = logging.getLogger("langflow")
-def configure(log_level: str = "INFO", log_file: Path = None): # type: ignore
+def configure(log_level: str = "DEBUG", log_file: Path = None): # type: ignore
log_format = "%(asctime)s - %(levelname)s - %(message)s"
log_level_value = getattr(logging, log_level.upper(), logging.INFO)
diff --git a/src/backend/langflow/utils/types.py b/src/backend/langflow/utils/types.py
new file mode 100644
index 000000000..3657d550e
--- /dev/null
+++ b/src/backend/langflow/utils/types.py
@@ -0,0 +1,2 @@
+class Prompt:
+ pass
diff --git a/src/backend/langflow/utils/util.py b/src/backend/langflow/utils/util.py
index c5db6052e..f68c9dbe2 100644
--- a/src/backend/langflow/utils/util.py
+++ b/src/backend/langflow/utils/util.py
@@ -1,13 +1,15 @@
-import importlib
-import inspect
import re
+import inspect
+import importlib
from functools import wraps
-from typing import Dict, Optional
+from typing import Optional, Dict, Any, Union
from docstring_parser import parse # type: ignore
from langflow.template.frontend_node.constants import FORCE_SHOW_FIELDS
from langflow.utils import constants
+from langflow.utils.logger import logger
+from multiprocess import cpu_count # type: ignore
def build_template_from_function(
@@ -214,111 +216,6 @@ def get_default_factory(module: str, function: str):
return None
-def format_dict(d, name: Optional[str] = None):
- """
- Formats a dictionary by removing certain keys and modifying the
- values of other keys.
-
- Args:
- d: the dictionary to format
- name: the name of the class to format
-
- Returns:
- A new dictionary with the desired modifications applied.
- """
-
- # Process remaining keys
- for key, value in d.items():
- if key == "_type":
- continue
-
- _type = value["type"]
-
- if not isinstance(_type, str):
- _type = _type.__name__
-
- # Remove 'Optional' wrapper
- if "Optional" in _type:
- _type = _type.replace("Optional[", "")[:-1]
-
- # Check for list type
- if "List" in _type or "Sequence" in _type or "Set" in _type:
- _type = (
- _type.replace("List[", "")
- .replace("Sequence[", "")
- .replace("Set[", "")[:-1]
- )
- value["list"] = True
- else:
- value["list"] = False
-
- # Replace 'Mapping' with 'dict'
- if "Mapping" in _type:
- _type = _type.replace("Mapping", "dict")
-
- # Change type from str to Tool
- value["type"] = "Tool" if key in ["allowed_tools"] else _type
-
- value["type"] = "int" if key in ["max_value_length"] else value["type"]
-
- # Show or not field
- value["show"] = bool(
- (value["required"] and key not in ["input_variables"])
- or key in FORCE_SHOW_FIELDS
- or "api_key" in key
- )
-
- # Add password field
- value["password"] = any(
- text in key.lower() for text in ["password", "token", "api", "key"]
- )
-
- # Add multline
- value["multiline"] = key in [
- "suffix",
- "prefix",
- "template",
- "examples",
- "code",
- "headers",
- "format_instructions",
- ]
-
- # Replace dict type with str
- if "dict" in value["type"].lower():
- value["type"] = "code"
-
- if key == "dict_":
- value["type"] = "file"
- value["suffixes"] = [".json", ".yaml", ".yml"]
- value["fileTypes"] = ["json", "yaml", "yml"]
-
- # Replace default value with actual value
- if "default" in value:
- value["value"] = value["default"]
- value.pop("default")
-
- if key == "headers":
- value[
- "value"
- ] = """{'Authorization':
- 'Bearer '}"""
- # Add options to openai
- if name == "OpenAI" and key == "model_name":
- value["options"] = constants.OPENAI_MODELS
- value["list"] = True
- value["value"] = constants.OPENAI_MODELS[0]
- elif name == "ChatOpenAI" and key == "model_name":
- value["options"] = constants.CHAT_OPENAI_MODELS
- value["list"] = True
- value["value"] = constants.CHAT_OPENAI_MODELS[0]
- elif (name == "Anthropic" or name == "ChatAnthropic") and key == "model_name":
- value["options"] = constants.ANTHROPIC_MODELS
- value["list"] = True
- value["value"] = constants.ANTHROPIC_MODELS[0]
- return d
-
-
def update_verbose(d: dict, new_value: bool) -> dict:
"""
Recursively updates the value of the 'verbose' key in a dictionary.
@@ -349,3 +246,219 @@ def sync_to_async(func):
return func(*args, **kwargs)
return async_wrapper
+
+
+def format_dict(
+ dictionary: Dict[str, Any], class_name: Optional[str] = None
+) -> Dict[str, Any]:
+ """
+ Formats a dictionary by removing certain keys and modifying the
+ values of other keys.
+
+ Returns:
+ A new dictionary with the desired modifications applied.
+ """
+
+ for key, value in dictionary.items():
+ if key == "_type":
+ continue
+
+ _type: Union[str, type] = get_type(value)
+
+ _type = remove_optional_wrapper(_type)
+ _type = check_list_type(_type, value)
+ _type = replace_mapping_with_dict(_type)
+
+ value["type"] = get_formatted_type(key, _type)
+ value["show"] = should_show_field(value, key)
+ value["password"] = is_password_field(key)
+ value["multiline"] = is_multiline_field(key)
+
+ replace_dict_type_with_code(value)
+
+ if key == "dict_":
+ set_dict_file_attributes(value)
+
+ replace_default_value_with_actual(value)
+
+ if key == "headers":
+ set_headers_value(value)
+
+ add_options_to_field(value, class_name, key)
+
+ return dictionary
+
+
+def get_type(value: Any) -> Union[str, type]:
+ """
+ Retrieves the type value from the dictionary.
+
+ Returns:
+ The type value.
+ """
+ _type = value["type"]
+
+ return _type if isinstance(_type, str) else _type.__name__
+
+
+def remove_optional_wrapper(_type: Union[str, type]) -> str:
+ """
+ Removes the 'Optional' wrapper from the type string.
+
+ Returns:
+ The type string with the 'Optional' wrapper removed.
+ """
+ if isinstance(_type, type):
+ _type = str(_type)
+ if "Optional" in _type:
+ _type = _type.replace("Optional[", "")[:-1]
+
+ return _type
+
+
+def check_list_type(_type: str, value: Dict[str, Any]) -> str:
+ """
+ Checks if the type is a list type and modifies the value accordingly.
+
+ Returns:
+ The modified type string.
+ """
+ if any(list_type in _type for list_type in ["List", "Sequence", "Set"]):
+ _type = (
+ _type.replace("List[", "").replace("Sequence[", "").replace("Set[", "")[:-1]
+ )
+ value["list"] = True
+ else:
+ value["list"] = False
+
+ return _type
+
+
+def replace_mapping_with_dict(_type: str) -> str:
+ """
+ Replaces 'Mapping' with 'dict' in the type string.
+
+ Returns:
+ The modified type string.
+ """
+ if "Mapping" in _type:
+ _type = _type.replace("Mapping", "dict")
+
+ return _type
+
+
+def get_formatted_type(key: str, _type: str) -> str:
+ """
+ Formats the type value based on the given key.
+
+ Returns:
+ The formatted type value.
+ """
+ if key == "allowed_tools":
+ return "Tool"
+
+ elif key == "max_value_length":
+ return "int"
+
+ return _type
+
+
+def should_show_field(value: Dict[str, Any], key: str) -> bool:
+ """
+ Determines if the field should be shown or not.
+
+ Returns:
+ True if the field should be shown, False otherwise.
+ """
+ return (
+ (value["required"] and key != "input_variables")
+ or key in FORCE_SHOW_FIELDS
+ or any(text in key.lower() for text in ["password", "token", "api", "key"])
+ )
+
+
+def is_password_field(key: str) -> bool:
+ """
+ Determines if the field is a password field.
+
+ Returns:
+ True if the field is a password field, False otherwise.
+ """
+ return any(text in key.lower() for text in ["password", "token", "api", "key"])
+
+
+def is_multiline_field(key: str) -> bool:
+ """
+ Determines if the field is a multiline field.
+
+ Returns:
+ True if the field is a multiline field, False otherwise.
+ """
+ return key in {
+ "suffix",
+ "prefix",
+ "template",
+ "examples",
+ "code",
+ "headers",
+ "format_instructions",
+ }
+
+
+def replace_dict_type_with_code(value: Dict[str, Any]) -> None:
+ """
+ Replaces the type value with 'code' if the type is a dict.
+ """
+ if "dict" in value["type"].lower():
+ value["type"] = "code"
+
+
+def set_dict_file_attributes(value: Dict[str, Any]) -> None:
+ """
+ Sets the file attributes for the 'dict_' key.
+ """
+ value["type"] = "file"
+ value["suffixes"] = [".json", ".yaml", ".yml"]
+ value["fileTypes"] = ["json", "yaml", "yml"]
+
+
+def replace_default_value_with_actual(value: Dict[str, Any]) -> None:
+ """
+ Replaces the default value with the actual value.
+ """
+ if "default" in value:
+ value["value"] = value["default"]
+ value.pop("default")
+
+
+def set_headers_value(value: Dict[str, Any]) -> None:
+ """
+ Sets the value for the 'headers' key.
+ """
+ value["value"] = """{'Authorization': 'Bearer '}"""
+
+
+def add_options_to_field(
+ value: Dict[str, Any], class_name: Optional[str], key: str
+) -> None:
+ """
+ Adds options to the field based on the class name and key.
+ """
+ options_map = {
+ "OpenAI": constants.OPENAI_MODELS,
+ "ChatOpenAI": constants.CHAT_OPENAI_MODELS,
+ "Anthropic": constants.ANTHROPIC_MODELS,
+ "ChatAnthropic": constants.ANTHROPIC_MODELS,
+ }
+
+ if class_name in options_map and key == "model_name":
+ value["options"] = options_map[class_name]
+ value["list"] = True
+ value["value"] = options_map[class_name][0]
+
+
+def get_number_of_workers(workers=None):
+ if workers == -1 or workers is None:
+ workers = (cpu_count() * 2) + 1
+ logger.debug(f"Number of workers: {workers}")
+ return workers
diff --git a/src/backend/langflow/utils/validate.py b/src/backend/langflow/utils/validate.py
index 905b9dd44..f8a9c1d1d 100644
--- a/src/backend/langflow/utils/validate.py
+++ b/src/backend/langflow/utils/validate.py
@@ -163,9 +163,77 @@ def create_function(code, function_name):
return wrapped_function
+def create_class(code, class_name):
+ if not hasattr(ast, "TypeIgnore"):
+
+ class TypeIgnore(ast.AST):
+ _fields = ()
+
+ ast.TypeIgnore = TypeIgnore
+
+ module = ast.parse(code)
+ exec_globals = globals().copy()
+
+ for node in module.body:
+ if isinstance(node, ast.Import):
+ for alias in node.names:
+ try:
+ exec_globals[alias.asname or alias.name] = importlib.import_module(
+ alias.name
+ )
+ except ModuleNotFoundError as e:
+ raise ModuleNotFoundError(
+ f"Module {alias.name} not found. Please install it and try again."
+ ) from e
+ elif isinstance(node, ast.ImportFrom):
+ try:
+ imported_module = importlib.import_module(node.module)
+ for alias in node.names:
+ exec_globals[alias.name] = getattr(imported_module, alias.name)
+ except ModuleNotFoundError as e:
+ raise ModuleNotFoundError(
+ f"Module {node.module} not found. Please install it and try again."
+ ) from e
+
+ class_code = next(
+ node
+ for node in module.body
+ if isinstance(node, ast.ClassDef) and node.name == class_name
+ )
+ class_code.parent = None
+ code_obj = compile(
+ ast.Module(body=[class_code], type_ignores=[]), "", "exec"
+ )
+ # This suppresses import errors
+ # with contextlib.suppress(Exception):
+ exec(code_obj, exec_globals, locals())
+ exec_globals[class_name] = locals()[class_name]
+
+ # Return a function that imports necessary modules and creates an instance of the target class
+ def build_my_class(*args, **kwargs):
+ for module_name, module in exec_globals.items():
+ if isinstance(module, type(importlib)):
+ globals()[module_name] = module
+
+ instance = exec_globals[class_name](*args, **kwargs)
+ return instance
+
+ build_my_class.__globals__.update(exec_globals)
+
+ return build_my_class
+
+
def extract_function_name(code):
module = ast.parse(code)
for node in module.body:
if isinstance(node, ast.FunctionDef):
return node.name
raise ValueError("No function definition found in the code string")
+
+
+def extract_class_name(code):
+ module = ast.parse(code)
+ for node in module.body:
+ if isinstance(node, ast.ClassDef):
+ return node.name
+ raise ValueError("No class definition found in the code string")
diff --git a/src/frontend/.dockerignore b/src/frontend/.dockerignore
new file mode 100644
index 000000000..ca5762007
--- /dev/null
+++ b/src/frontend/.dockerignore
@@ -0,0 +1,2 @@
+**/node_modules
+**/build
\ No newline at end of file
diff --git a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
index cfa9b8b92..f25dd5185 100644
--- a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
@@ -1,5 +1,11 @@
import { cloneDeep } from "lodash";
-import React, { useContext, useEffect, useRef, useState } from "react";
+import React, {
+ ReactNode,
+ useContext,
+ useEffect,
+ useRef,
+ useState,
+} from "react";
import { Handle, Position, useUpdateNodeInternals } from "reactflow";
import ShadTooltip from "../../../../components/ShadTooltipComponent";
import CodeAreaComponent from "../../../../components/codeAreaComponent";
@@ -13,21 +19,18 @@ import IntComponent from "../../../../components/intComponent";
import PromptAreaComponent from "../../../../components/promptComponent";
import TextAreaComponent from "../../../../components/textAreaComponent";
import ToggleShadComponent from "../../../../components/toggleShadComponent";
-import { MAX_LENGTH_TO_SCROLL_TOOLTIP } from "../../../../constants/constants";
+import { TOOLTIP_EMPTY } from "../../../../constants/constants";
import { TabsContext } from "../../../../contexts/tabsContext";
import { typesContext } from "../../../../contexts/typesContext";
import { ParameterComponentType } from "../../../../types/components";
+import { TabsState } from "../../../../types/tabs";
import { isValidConnection } from "../../../../utils/reactflowUtils";
import {
nodeColors,
nodeIconsLucide,
nodeNames,
} from "../../../../utils/styleUtils";
-import {
- classNames,
- getRandomKeyByssmm,
- groupByFamily,
-} from "../../../../utils/utils";
+import { classNames, groupByFamily } from "../../../../utils/utils";
export default function ParameterComponent({
left,
@@ -42,14 +45,15 @@ export default function ParameterComponent({
required = false,
optionalHandle = null,
info = "",
-}: ParameterComponentType) {
- const ref = useRef(null);
- const refHtml = useRef(null);
- const refNumberComponents = useRef(0);
- const infoHtml = useRef(null);
+}: ParameterComponentType): JSX.Element {
+ const ref = useRef(null);
+ const refHtml = useRef(null);
+ const infoHtml = useRef(null);
const updateNodeInternals = useUpdateNodeInternals();
const [position, setPosition] = useState(0);
- const { setTabsState, tabId, save } = useContext(TabsContext);
+ const { setTabsState, tabId, save, flows } = useContext(TabsContext);
+
+ const flow = flows.find((flow) => flow.id === tabId)?.data?.nodes ?? null;
// Update component position
useEffect(() => {
@@ -65,32 +69,37 @@ export default function ParameterComponent({
const { reactFlowInstance } = useContext(typesContext);
let disabled =
- reactFlowInstance?.getEdges().some((e) => e.targetHandle === id) ?? false;
+ reactFlowInstance?.getEdges().some((edge) => edge.targetHandle === id) ??
+ false;
const { data: myData } = useContext(typesContext);
- const handleOnNewValue = (newValue: any) => {
+ const handleOnNewValue = (newValue: string | string[] | boolean): void => {
let newData = cloneDeep(data);
- newData.node.template[name].value = newValue;
+ newData.node!.template[name].value = newValue;
setData(newData);
// Set state to pending
- setTabsState((prev) => {
+ //@ts-ignore
+ setTabsState((prev: TabsState) => {
return {
...prev,
[tabId]: {
...prev[tabId],
isPending: true,
+ formKeysData: prev[tabId].formKeysData,
},
};
});
+ renderTooltips();
};
useEffect(() => {
if (name === "openai_api_base") console.log(info);
+ // @ts-ignore
infoHtml.current = (
- {info.split("\n").map((line, i) => (
-
+ {info.split("\n").map((line, index) => (
+
{line}
))}
@@ -98,57 +107,67 @@ export default function ParameterComponent({
);
}, [info]);
- useEffect(() => {
- const groupedObj = groupByFamily(myData, tooltipTitle, left, data.type);
+ function renderTooltips() {
+ let groupedObj = groupByFamily(myData, tooltipTitle!, left, flow!);
- refNumberComponents.current = groupedObj[0]?.type?.length;
+ if (groupedObj && groupedObj.length > 0) {
+ //@ts-ignore
+ refHtml.current = groupedObj.map((item, index) => {
+ const Icon: any =
+ nodeIconsLucide[item.family] ?? nodeIconsLucide["unknown"];
- refHtml.current = groupedObj.map((item, i) => {
- const Icon: any = nodeIconsLucide[item.family];
-
- return (
-
0 ? "mt-2 flex items-center" : "flex items-center"
- )}
- >
- 0 ? "mt-2 flex items-center" : "flex items-center"
+ )}
>
-
-
- {nodeNames[item.family] ?? ""}{" "}
-
- {" "}
- {item.type === "" ? "" : " - "}
- {item.type.split(", ").length > 2
- ? item.type.split(", ").map((el, i) => (
-
-
- {i === item.type.split(", ").length - 1
- ? el
- : (el += `, `)}
-
-
- ))
- : item.type}
+ >
+
+ {nodeNames[item.family] ?? "Other"}
+
+ {" "}
+ {item.type === "" ? "" : " - "}
+ {item.type.split(", ").length > 2
+ ? item.type.split(", ").map((el, index) => (
+
+
+ {index === item.type.split(", ").length - 1
+ ? el
+ : (el += `, `)}
+
+
+ ))
+ : item.type}
+
-
- );
- });
- }, [tooltipTitle]);
+ );
+ });
+ } else {
+ //@ts-ignore
+ refHtml.current = {TOOLTIP_EMPTY} ;
+ }
+ }
+
+ useEffect(() => {
+ renderTooltips();
+ }, [tooltipTitle, flow]);
+
return (
) : (
MAX_LENGTH_TO_SCROLL_TOOLTIP
- ? "tooltip-fixed-width custom-scroll overflow-y-scroll nowheel"
- : "tooltip-fixed-width"
- }
+ styleClasses={"tooltip-fixed-width custom-scroll nowheel"}
delayDuration={0}
content={refHtml.current}
side={left ? "left" : "right"}
@@ -204,7 +219,7 @@ export default function ParameterComponent({
position={left ? Position.Left : Position.Right}
id={id}
isValidConnection={(connection) =>
- isValidConnection(connection, reactFlowInstance)
+ isValidConnection(connection, reactFlowInstance!)
}
className={classNames(
left ? "-ml-0.5 " : "-mr-0.5 ",
@@ -220,9 +235,9 @@ export default function ParameterComponent({
{left === true &&
type === "str" &&
- !data.node.template[name].options ? (
+ !data.node?.template[name].options ? (
- {data.node.template[name].list ? (
+ {data.node?.template[name].list ? (
- ) : data.node.template[name].multiline ? (
+ ) : data.node?.template[name].multiline ? (
)}
@@ -252,9 +267,9 @@ export default function ParameterComponent({
{
- handleOnNewValue(t);
+ enabled={data.node?.template[name].value ?? false}
+ setEnabled={(isEnabled) => {
+ handleOnNewValue(isEnabled);
}}
size="large"
/>
@@ -263,13 +278,13 @@ export default function ParameterComponent({
) : left === true &&
type === "str" &&
- data.node.template[name].options ? (
+ data.node?.template[name].options ? (
{
data.node = nodeClass;
}}
nodeClass={data.node}
disabled={disabled}
- value={data.node.template[name].value ?? ""}
+ value={data.node?.template[name].value ?? ""}
onChange={handleOnNewValue}
/>
@@ -293,12 +309,12 @@ export default function ParameterComponent({
{
- data.node.template[name].file_path = t;
+ fileTypes={data.node?.template[name].fileTypes}
+ suffixes={data.node?.template[name].suffixes}
+ onFileChange={(filePath: string) => {
+ data.node!.template[name].file_path = filePath;
save();
}}
>
@@ -307,7 +323,7 @@ export default function ParameterComponent({
@@ -320,7 +336,7 @@ export default function ParameterComponent({
}}
nodeClass={data.node}
disabled={disabled}
- value={data.node.template[name].value ?? ""}
+ value={data.node?.template[name].value ?? ""}
onChange={handleOnNewValue}
/>
diff --git a/src/frontend/src/CustomNodes/GenericNode/index.tsx b/src/frontend/src/CustomNodes/GenericNode/index.tsx
index 1aff91f0b..690ace7af 100644
--- a/src/frontend/src/CustomNodes/GenericNode/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/index.tsx
@@ -1,11 +1,10 @@
import { cloneDeep } from "lodash";
-import { useContext, useEffect, useRef, useState } from "react";
+import { useContext, useEffect, useState } from "react";
import { NodeToolbar, useUpdateNodeInternals } from "reactflow";
import ShadTooltip from "../../components/ShadTooltipComponent";
import Tooltip from "../../components/TooltipComponent";
import IconComponent from "../../components/genericIconComponent";
import { useSSE } from "../../contexts/SSEContext";
-import { alertContext } from "../../contexts/alertContext";
import { TabsContext } from "../../contexts/tabsContext";
import { typesContext } from "../../contexts/typesContext";
import NodeToolbarComponent from "../../pages/FlowPage/components/nodeToolbarComponent";
@@ -23,14 +22,9 @@ export default function GenericNode({
selected: boolean;
}) {
const [data, setData] = useState(olddata);
- const { setErrorData } = useContext(alertContext);
const { updateFlow, flows, tabId } = useContext(TabsContext);
const updateNodeInternals = useUpdateNodeInternals();
- const showError = useRef(true);
const { types, deleteNode, reactFlowInstance } = useContext(typesContext);
- // any to avoid type conflict
- const Icon: any =
- nodeIconsLucide[data.type] || nodeIconsLucide[types[data.type]];
const name = nodeIconsLucide[data.type] ? data.type : types[data.type];
const [validationStatus, setValidationStatus] = useState(null);
// State for outline color
@@ -67,18 +61,6 @@ export default function GenericNode({
}
}, [sseData, data.id]);
- if (!Icon) {
- if (showError.current) {
- setErrorData({
- title: data.type
- ? `The ${data.type} node could not be rendered, please review your json file`
- : "There was a node that can't be rendered, please review your json file",
- });
- showError.current = false;
- }
- deleteNode(data.id);
- return;
- }
return (
<>
@@ -95,6 +77,11 @@ export default function GenericNode({
"generic-node-div"
)}
>
+ {data.node.beta && (
+
+ )}
) : (
- {validationStatus.params
+ {typeof validationStatus.params === "string"
? validationStatus.params
.split("\n")
.map((line, index) =>
{line}
)
@@ -172,44 +159,59 @@ export default function GenericNode({
<>
{Object.keys(data.node.template)
- .filter((t) => t.charAt(0) !== "_")
- .map((t: string, idx) => (
+ .filter((templateField) => templateField.charAt(0) !== "_")
+ .map((templateField: string, idx) => (
- {data.node.template[t].show &&
- !data.node.template[t].advanced ? (
+ {data.node.template[templateField].show &&
+ !data.node.template[templateField].advanced ? (
) : (
<>
@@ -225,6 +227,7 @@ export default function GenericNode({
{" "}
-
+
{dropItem.title}
{dropItem.list ? (
{dropItem.list.map((item, idx) => (
-
+
{item}
))}
diff --git a/src/frontend/src/alerts/alertDropDown/index.tsx b/src/frontend/src/alerts/alertDropDown/index.tsx
index 90838d693..59f42d3ec 100644
--- a/src/frontend/src/alerts/alertDropDown/index.tsx
+++ b/src/frontend/src/alerts/alertDropDown/index.tsx
@@ -22,9 +22,9 @@ export default function AlertDropdown({ children }: AlertDropdownType) {
return (
{
- setOpen(k);
- if (k) setNotificationCenter(false);
+ onOpenChange={(target) => {
+ setOpen(target);
+ if (target) setNotificationCenter(false);
}}
>
{children}
diff --git a/src/frontend/src/alerts/notice/index.tsx b/src/frontend/src/alerts/notice/index.tsx
index 494d9d4dc..1acd5c898 100644
--- a/src/frontend/src/alerts/notice/index.tsx
+++ b/src/frontend/src/alerts/notice/index.tsx
@@ -47,7 +47,9 @@ export default function NoticeAlert({
/>
-
{title}
+
+ {title}
+
{link !== "" ? (
= ({
name,
+ invalidName,
+ setInvalidName,
description,
maxLength = 50,
flows,
@@ -25,6 +30,14 @@ export const EditFlowSettings: React.FC = ({
updateFlow,
}) => {
const [isMaxLength, setIsMaxLength] = useState(false);
+ const nameLists = useRef([]);
+ useEffect(() => {
+ readFlowsFromDatabase().then((flows) => {
+ flows.forEach((flow) => {
+ nameLists.current.push(flow.name);
+ });
+ });
+ }, []);
const handleNameChange = (event: ChangeEvent) => {
const { value } = event.target;
@@ -33,17 +46,21 @@ export const EditFlowSettings: React.FC = ({
} else {
setIsMaxLength(false);
}
-
+ if (!nameLists.current.includes(value)) {
+ setInvalidName(false);
+ } else {
+ setInvalidName(true);
+ }
setName(value);
};
const [desc, setDesc] = useState(
- flows.find((f) => f.id === tabId).description
+ flows.find((flow) => flow.id === tabId).description
);
const handleDescriptionChange = (event: ChangeEvent) => {
- flows.find((f) => f.id === tabId).description = event.target.value;
- setDesc(flows.find((f) => f.id === tabId).description);
+ flows.find((flow) => flow.id === tabId).description = event.target.value;
+ setDesc(flows.find((flow) => flow.id === tabId).description);
setDescription(event.target.value);
};
@@ -55,6 +72,9 @@ export const EditFlowSettings: React.FC = ({
{isMaxLength && (
Character limit reached
)}
+ {invalidName && (
+ Name already in use
+ )}
{
- setMyValue(t);
- onChange(t);
+ setValue={(value: string) => {
+ setMyValue(value);
+ onChange(value);
}}
>
@@ -43,7 +45,7 @@ export default function CodeAreaComponent({
editNode
? "input-edit-node input-dialog"
: (disabled ? " input-disable input-ring " : "") +
- " input-primary text-muted-foreground "
+ " primary-input text-muted-foreground "
}
>
{myValue !== "" ? myValue : "Type something..."}
diff --git a/src/frontend/src/components/codeTabsComponent/index.tsx b/src/frontend/src/components/codeTabsComponent/index.tsx
index 1357e0c79..62cc87f36 100644
--- a/src/frontend/src/components/codeTabsComponent/index.tsx
+++ b/src/frontend/src/components/codeTabsComponent/index.tsx
@@ -132,21 +132,25 @@ export default function CodeTabsComponent({
}}
>
-
- {tabs.map((tab, index) => (
-
- {tab.name}
-
- ))}
-
- {Number(activeTab) < 3 && (
-
+ {tabs.length > 0 && tabs[0].name !== "" ? (
+
+ {tabs.map((tab, index) => (
+
+ {tab.name}
+
+ ))}
+
+ ) : (
+
+ )}
+ {Number(activeTab) < 4 && (
+
- {index < 3 ? (
-
- {tab.code}
-
- ) : index === 3 ? (
+ {index < 4 ? (
+ <>
+ {tab.description && (
+
+ )}
+
+ {tab.code}
+
+
+ ) : index === 4 ? (
<>
- {data.map((t: any, index) => (
+ {data.map((node: any, index) => (
- {tweaks.tweaksList.current.includes(t["data"]["id"]) && (
+ {tweaks.tweaksList.current.includes(
+ node["data"]["id"]
+ ) && (
@@ -214,78 +228,92 @@ export default function CodeTabsComponent({
- {Object.keys(t["data"]["node"]["template"])
+ {Object.keys(node["data"]["node"]["template"])
.filter(
- (n) =>
- n.charAt(0) !== "_" &&
- t.data.node.template[n].show &&
- (t.data.node.template[n].type === "str" ||
- t.data.node.template[n].type ===
- "bool" ||
- t.data.node.template[n].type ===
- "float" ||
- t.data.node.template[n].type ===
- "code" ||
- t.data.node.template[n].type ===
- "prompt" ||
- t.data.node.template[n].type ===
- "file" ||
- t.data.node.template[n].type === "int")
+ (templateField) =>
+ templateField.charAt(0) !== "_" &&
+ node.data.node.template[templateField]
+ .show &&
+ (node.data.node.template[templateField]
+ .type === "str" ||
+ node.data.node.template[templateField]
+ .type === "bool" ||
+ node.data.node.template[templateField]
+ .type === "float" ||
+ node.data.node.template[templateField]
+ .type === "code" ||
+ node.data.node.template[templateField]
+ .type === "prompt" ||
+ node.data.node.template[templateField]
+ .type === "file" ||
+ node.data.node.template[templateField]
+ .type === "int")
)
- .map((n, i) => {
+ .map((templateField, index) => {
return (
- {n}
+ {templateField}
- {t.data.node.template[n].type ===
- "str" &&
- !t.data.node.template[n].options ? (
+ {node.data.node.template[
+ templateField
+ ].type === "str" &&
+ !node.data.node.template[
+ templateField
+ ].options ? (
- {t.data.node.template[n]
- .list ? (
+ {node.data.node.template[
+ templateField
+ ].list ? (
{
+ onChange={(target) => {
setData((old) => {
let newInputList =
cloneDeep(old);
newInputList[
index
].data.node.template[
- n
- ].value = k;
+ templateField
+ ].value = target;
return newInputList;
});
tweaks.buildTweakObject(
- t["data"]["id"],
- k,
- t.data.node.template[n]
+ node["data"]["id"],
+ target,
+ node.data.node.template[
+ templateField
+ ]
);
}}
/>
- ) : t.data.node.template[n]
- .multiline ? (
+ ) : node.data.node.template[
+ templateField
+ ].multiline ? (
@@ -293,33 +321,38 @@ export default function CodeTabsComponent({
disabled={false}
editNode={true}
value={
- !t.data.node.template[
- n
+ !node.data.node
+ .template[
+ templateField
].value ||
- t.data.node.template[
- n
+ node.data.node
+ .template[
+ templateField
].value === ""
? ""
- : t.data.node
- .template[n]
- .value
+ : node.data.node
+ .template[
+ templateField
+ ].value
}
- onChange={(k) => {
+ onChange={(target) => {
setData((old) => {
let newInputList =
cloneDeep(old);
newInputList[
index
].data.node.template[
- n
- ].value = k;
+ templateField
+ ].value = target;
return newInputList;
});
tweaks.buildTweakObject(
- t["data"]["id"],
- k,
- t.data.node
- .template[n]
+ node["data"]["id"],
+ target,
+ node.data.node
+ .template[
+ templateField
+ ]
);
}}
/>
@@ -330,47 +363,55 @@ export default function CodeTabsComponent({
editNode={true}
disabled={false}
password={
- t.data.node.template[n]
- .password ?? false
+ node.data.node.template[
+ templateField
+ ].password ?? false
}
value={
- !t.data.node.template[n]
- .value ||
- t.data.node.template[n]
- .value === ""
+ !node.data.node.template[
+ templateField
+ ].value ||
+ node.data.node.template[
+ templateField
+ ].value === ""
? ""
- : t.data.node.template[
- n
+ : node.data.node
+ .template[
+ templateField
].value
}
- onChange={(k) => {
+ onChange={(target) => {
setData((old) => {
let newInputList =
cloneDeep(old);
newInputList[
index
].data.node.template[
- n
- ].value = k;
+ templateField
+ ].value = target;
return newInputList;
});
tweaks.buildTweakObject(
- t["data"]["id"],
- k,
- t.data.node.template[n]
+ node["data"]["id"],
+ target,
+ node.data.node.template[
+ templateField
+ ]
);
}}
/>
)}
- ) : t.data.node.template[n].type ===
- "bool" ? (
+ ) : node.data.node.template[
+ templateField
+ ].type === "bool" ? (
{" "}
{
setData((old) => {
@@ -379,31 +420,37 @@ export default function CodeTabsComponent({
newInputList[
index
].data.node.template[
- n
+ templateField
].value = e;
return newInputList;
});
tweaks.buildTweakObject(
- t["data"]["id"],
+ node["data"]["id"],
e,
- t.data.node.template[n]
+ node.data.node.template[
+ templateField
+ ]
);
}}
size="small"
disabled={false}
/>
- ) : t.data.node.template[n].type ===
- "file" ? (
+ ) : node.data.node.template[
+ templateField
+ ].type === "file" ? (
@@ -411,143 +458,176 @@ export default function CodeTabsComponent({
editNode={true}
disabled={false}
value={
- t.data.node.template[n]
- .value ?? ""
+ node.data.node.template[
+ templateField
+ ].value ?? ""
}
- onChange={(k: any) => {}}
+ onChange={(
+ target: any
+ ) => {}}
fileTypes={
- t.data.node.template[n]
- .fileTypes
+ node.data.node.template[
+ templateField
+ ].fileTypes
}
suffixes={
- t.data.node.template[n]
- .suffixes
+ node.data.node.template[
+ templateField
+ ].suffixes
}
onFileChange={(
- k: any
- ) => {}}
+ value: any
+ ) => {
+ node.data.node.template[
+ templateField
+ ].file_path = value;
+ }}
>
- ) : t.data.node.template[n].type ===
- "float" ? (
+ ) : node.data.node.template[
+ templateField
+ ].type === "float" ? (
{
+ onChange={(target) => {
setData((old) => {
let newInputList =
cloneDeep(old);
newInputList[
index
].data.node.template[
- n
- ].value = k;
+ templateField
+ ].value = target;
return newInputList;
});
tweaks.buildTweakObject(
- t["data"]["id"],
- k,
- t.data.node.template[n]
+ node["data"]["id"],
+ target,
+ node.data.node.template[
+ templateField
+ ]
);
}}
/>
- ) : t.data.node.template[n].type ===
- "str" &&
- t.data.node.template[n]
- .options ? (
+ ) : node.data.node.template[
+ templateField
+ ].type === "str" &&
+ node.data.node.template[
+ templateField
+ ].options ? (
{
+ onSelect={(target) => {
setData((old) => {
let newInputList =
cloneDeep(old);
newInputList[
index
].data.node.template[
- n
- ].value = k;
+ templateField
+ ].value = target;
return newInputList;
});
tweaks.buildTweakObject(
- t["data"]["id"],
- k,
- t.data.node.template[n]
+ node["data"]["id"],
+ target,
+ node.data.node.template[
+ templateField
+ ]
);
}}
value={
- !t.data.node.template[n]
- .value ||
- t.data.node.template[n]
- .value === ""
+ !node.data.node.template[
+ templateField
+ ].value ||
+ node.data.node.template[
+ templateField
+ ].value === ""
? ""
- : t.data.node.template[n]
- .value
+ : node.data.node.template[
+ templateField
+ ].value
}
>
- ) : t.data.node.template[n].type ===
- "int" ? (
+ ) : node.data.node.template[
+ templateField
+ ].type === "int" ? (
{
+ onChange={(target) => {
setData((old) => {
let newInputList =
cloneDeep(old);
newInputList[
index
].data.node.template[
- n
- ].value = k;
+ templateField
+ ].value = target;
return newInputList;
});
tweaks.buildTweakObject(
- t["data"]["id"],
- k,
- t.data.node.template[n]
+ node["data"]["id"],
+ target,
+ node.data.node.template[
+ templateField
+ ]
);
}}
/>
- ) : t.data.node.template[n].type ===
- "prompt" ? (
+ ) : node.data.node.template[
+ templateField
+ ].type === "prompt" ? (
@@ -555,44 +635,53 @@ export default function CodeTabsComponent({
editNode={true}
disabled={false}
value={
- !t.data.node.template[n]
- .value ||
- t.data.node.template[n]
- .value === ""
+ !node.data.node.template[
+ templateField
+ ].value ||
+ node.data.node.template[
+ templateField
+ ].value === ""
? ""
- : t.data.node.template[
- n
+ : node.data.node
+ .template[
+ templateField
].value
}
- onChange={(k) => {
+ onChange={(target) => {
setData((old) => {
let newInputList =
cloneDeep(old);
newInputList[
index
].data.node.template[
- n
- ].value = k;
+ templateField
+ ].value = target;
return newInputList;
});
tweaks.buildTweakObject(
- t["data"]["id"],
- k,
- t.data.node.template[n]
+ node["data"]["id"],
+ target,
+ node.data.node.template[
+ templateField
+ ]
);
}}
/>
- ) : t.data.node.template[n].type ===
- "code" ? (
+ ) : node.data.node.template[
+ templateField
+ ].type === "code" ? (
@@ -601,37 +690,43 @@ export default function CodeTabsComponent({
disabled={false}
editNode={true}
value={
- !t.data.node.template[n]
- .value ||
- t.data.node.template[n]
- .value === ""
+ !node.data.node.template[
+ templateField
+ ].value ||
+ node.data.node.template[
+ templateField
+ ].value === ""
? ""
- : t.data.node.template[
- n
+ : node.data.node
+ .template[
+ templateField
].value
}
- onChange={(k) => {
+ onChange={(target) => {
setData((old) => {
let newInputList =
cloneDeep(old);
newInputList[
index
].data.node.template[
- n
- ].value = k;
+ templateField
+ ].value = target;
return newInputList;
});
tweaks.buildTweakObject(
- t["data"]["id"],
- k,
- t.data.node.template[n]
+ node["data"]["id"],
+ target,
+ node.data.node.template[
+ templateField
+ ]
);
}}
/>
- ) : t.data.node.template[n].type ===
- "Any" ? (
+ ) : node.data.node.template[
+ templateField
+ ].type === "Any" ? (
"-"
) : (
diff --git a/src/frontend/src/components/floatComponent/index.tsx b/src/frontend/src/components/floatComponent/index.tsx
index 40d6fc3fe..ae3719959 100644
--- a/src/frontend/src/components/floatComponent/index.tsx
+++ b/src/frontend/src/components/floatComponent/index.tsx
@@ -25,12 +25,12 @@ export default function FloatComponent({
type="number"
step={step}
min={min}
- onInput={(e: React.ChangeEvent
) => {
- if (e.target.value < min.toString()) {
- e.target.value = min.toString();
+ onInput={(event: React.ChangeEvent) => {
+ if (event.target.value < min.toString()) {
+ event.target.value = min.toString();
}
- if (e.target.value > max.toString()) {
- e.target.value = max.toString();
+ if (event.target.value > max.toString()) {
+ event.target.value = max.toString();
}
}}
max={max}
@@ -40,8 +40,8 @@ export default function FloatComponent({
placeholder={
editNode ? "Number 0 to 1" : "Type a number from zero to one"
}
- onChange={(e) => {
- onChange(e.target.value);
+ onChange={(event) => {
+ onChange(event.target.value);
}}
/>
-
-
โ๏ธ
-
+ {tabId === "" || !tabId ? (
+
+ ) : (
+
+
โ๏ธ
+
+ )}
+
{flows.findIndex((f) => tabId === f.id) !== -1 && tabId !== "" && (
)}
diff --git a/src/frontend/src/components/inputComponent/index.tsx b/src/frontend/src/components/inputComponent/index.tsx
index 78b06c411..5345239ef 100644
--- a/src/frontend/src/components/inputComponent/index.tsx
+++ b/src/frontend/src/components/inputComponent/index.tsx
@@ -31,8 +31,8 @@ export default function InputComponent({
password && !editNode ? "pr-10" : ""
)}
placeholder={password && editNode ? "Key" : "Type something..."}
- onChange={(e) => {
- onChange(e.target.value);
+ onChange={(event) => {
+ onChange(event.target.value);
}}
/>
{password && (
diff --git a/src/frontend/src/components/inputFileComponent/index.tsx b/src/frontend/src/components/inputFileComponent/index.tsx
index 3f77734f3..53d1ad4de 100644
--- a/src/frontend/src/components/inputFileComponent/index.tsx
+++ b/src/frontend/src/components/inputFileComponent/index.tsx
@@ -49,11 +49,11 @@ export default function InputFileComponent({
input.style.display = "none"; // Hidden from view
input.multiple = false; // Allow only one file selection
- input.onchange = (e: Event) => {
+ input.onchange = (event: Event) => {
setLoading(true);
// Get the selected file
- const file = (e.target as HTMLInputElement).files?.[0];
+ const file = (event.target as HTMLInputElement).files?.[0];
// Check if the file type is correct
if (file && checkFileType(file.name)) {
@@ -66,12 +66,12 @@ export default function InputFileComponent({
const { file_path } = data;
console.log("File name:", file_path);
+ // sets the value that goes to the backend
+ onFileChange(file_path);
// Update the state and callback with the name of the file
// sets the value to the user
setMyValue(file.name);
onChange(file.name);
- // sets the value that goes to the backend
- onFileChange(file_path);
setLoading(false);
})
.catch(() => {
@@ -102,8 +102,8 @@ export default function InputFileComponent({
editNode
? "input-edit-node input-dialog text-muted-foreground"
: disabled
- ? "input-disable input-dialog input-primary"
- : "input-dialog input-primary text-muted-foreground"
+ ? "input-disable input-dialog primary-input"
+ : "input-dialog primary-input text-muted-foreground"
}
>
{myValue !== "" ? myValue : "No file"}
diff --git a/src/frontend/src/components/inputListComponent/index.tsx b/src/frontend/src/components/inputListComponent/index.tsx
index 13f5f7cca..c66e93c8f 100644
--- a/src/frontend/src/components/inputListComponent/index.tsx
+++ b/src/frontend/src/components/inputListComponent/index.tsx
@@ -25,18 +25,18 @@ export default function InputListComponent({
"flex flex-col gap-3"
)}
>
- {value.map((i, idx) => {
+ {value.map((singleValue, idx) => {
return (
) => {
- if (e.target.value < min.toString()) {
- e.target.value = min.toString();
+ onInput={(event: React.ChangeEvent) => {
+ if (event.target.value < min.toString()) {
+ event.target.value = min.toString();
}
}}
value={value ?? ""}
className={editNode ? "input-edit-node" : ""}
disabled={disabled}
placeholder={editNode ? "Integer number" : "Type an integer number"}
- onChange={(e) => {
- onChange(e.target.value);
+ onChange={(event) => {
+ onChange(event.target.value);
}}
/>
diff --git a/src/frontend/src/components/promptComponent/index.tsx b/src/frontend/src/components/promptComponent/index.tsx
index d212ec08d..e3393512b 100644
--- a/src/frontend/src/components/promptComponent/index.tsx
+++ b/src/frontend/src/components/promptComponent/index.tsx
@@ -39,8 +39,8 @@ export default function PromptAreaComponent({
value={value}
buttonText="Check & Save"
modalTitle="Edit Prompt"
- setValue={(t: string) => {
- onChange(t);
+ setValue={(value: string) => {
+ onChange(value);
}}
nodeClass={nodeClass}
setNodeClass={setNodeClass}
@@ -51,7 +51,7 @@ export default function PromptAreaComponent({
editNode
? "input-edit-node input-dialog"
: (disabled ? " input-disable text-ring " : "") +
- " input-primary text-muted-foreground "
+ " primary-input text-muted-foreground "
}
>
{value !== "" ? value : "Type your prompt here..."}
diff --git a/src/frontend/src/components/textAreaComponent/index.tsx b/src/frontend/src/components/textAreaComponent/index.tsx
index cd598f01e..7c5af6da9 100644
--- a/src/frontend/src/components/textAreaComponent/index.tsx
+++ b/src/frontend/src/components/textAreaComponent/index.tsx
@@ -25,8 +25,8 @@ export default function TextAreaComponent({
disabled={disabled}
className={editNode ? "input-edit-node" : ""}
placeholder={"Type something..."}
- onChange={(e) => {
- onChange(e.target.value);
+ onChange={(event) => {
+ onChange(event.target.value);
}}
/>
@@ -35,8 +35,8 @@ export default function TextAreaComponent({
buttonText="Finishing Editing"
modalTitle="Edit Text"
value={value}
- setValue={(t: string) => {
- onChange(t);
+ setValue={(value: string) => {
+ onChange(value);
}}
>
{!editNode && (
diff --git a/src/frontend/src/components/toggleComponent/index.tsx b/src/frontend/src/components/toggleComponent/index.tsx
index 210c9223a..23acccee7 100644
--- a/src/frontend/src/components/toggleComponent/index.tsx
+++ b/src/frontend/src/components/toggleComponent/index.tsx
@@ -18,8 +18,8 @@ export default function ToggleComponent({
{
- setEnabled(x);
+ onChange={(isEnabled: boolean) => {
+ setEnabled(isEnabled);
}}
className={classNames(
enabled ? "bg-primary" : "bg-input",
diff --git a/src/frontend/src/components/toggleShadComponent/index.tsx b/src/frontend/src/components/toggleShadComponent/index.tsx
index 95ef6d062..5671b6465 100644
--- a/src/frontend/src/components/toggleShadComponent/index.tsx
+++ b/src/frontend/src/components/toggleShadComponent/index.tsx
@@ -35,8 +35,8 @@ export default function ToggleShadComponent({
disabled={disabled}
className=""
checked={enabled}
- onCheckedChange={(x: boolean) => {
- setEnabled(x);
+ onCheckedChange={(isEnabled: boolean) => {
+ setEnabled(isEnabled);
}}
>
diff --git a/src/frontend/src/components/ui/input.tsx b/src/frontend/src/components/ui/input.tsx
index c025f8de3..b014a57b3 100644
--- a/src/frontend/src/components/ui/input.tsx
+++ b/src/frontend/src/components/ui/input.tsx
@@ -9,7 +9,7 @@ const Input = React.forwardRef
(
return (
documentation .",
+ mode: "html",
+ image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
+ language: "py",
+ code: codes[3],
+ },
+ ];
+ }
+ return [
+ {
+ name: "cURL",
+ mode: "bash",
+ image: "https://curl.se/logo/curl-symbol-transparent.png",
+ language: "sh",
+ code: codes[0],
+ },
+ {
+ name: "Python API",
+ mode: "python",
+ image:
+ "https://images.squarespace-cdn.com/content/v1/5df3d8c5d2be5962e4f87890/1628015119369-OY4TV3XJJ53ECO0W2OLQ/Python+API+Training+Logo.png?format=1000w",
+ language: "py",
+ code: codes[1],
+ },
+ {
+ name: "Python Code",
+ mode: "python",
+ language: "py",
+ image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
+ code: codes[2],
+ },
+ {
+ name: "Chat Widget HTML",
+ description:
+ "Insert this code anywhere in your <body> tag. To use with react and other libs, check our documentation .",
+ mode: "html",
+ image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
+ language: "py",
+ code: codes[3],
+ },
+ {
+ name: "Tweaks",
+ mode: "python",
+ image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
+ language: "py",
+ code: codes[4],
+ },
+ ];
+}
diff --git a/src/frontend/src/contexts/tabsContext.tsx b/src/frontend/src/contexts/tabsContext.tsx
index 30df2a8bd..5adc72e72 100644
--- a/src/frontend/src/contexts/tabsContext.tsx
+++ b/src/frontend/src/contexts/tabsContext.tsx
@@ -20,7 +20,11 @@ import {
import { APIClassType, APITemplateType } from "../types/api";
import { FlowType, NodeType } from "../types/flow";
import { TabsContextType, TabsState } from "../types/tabs";
-import { addVersionToDuplicates, updateIds, updateTemplate } from "../utils/reactflowUtils";
+import {
+ addVersionToDuplicates,
+ updateIds,
+ updateTemplate,
+} from "../utils/reactflowUtils";
import { getRandomDescription, getRandomName } from "../utils/utils";
import { alertContext } from "./alertContext";
import { typesContext } from "./typesContext";
@@ -40,6 +44,8 @@ const TabsContextInitialValue: TabsContextType = {
downloadFlows: () => {},
uploadFlows: () => {},
uploadFlow: () => {},
+ isBuilt: false,
+ setIsBuilt: (state: boolean) => {},
hardReset: () => {},
saveFlow: async (flow: FlowType) => {},
lastCopiedSelection: null,
@@ -310,11 +316,13 @@ export function TabsProvider({ children }: { children: ReactNode }) {
const input = document.createElement("input");
input.type = "file";
// add a change event listener to the file input
- input.onchange = (e: Event) => {
+ input.onchange = (event: Event) => {
// check if the file type is application/json
- if ((e.target as HTMLInputElement).files[0].type === "application/json") {
+ if (
+ (event.target as HTMLInputElement).files[0].type === "application/json"
+ ) {
// get the file from the file input
- const file = (e.target as HTMLInputElement).files[0];
+ const file = (event.target as HTMLInputElement).files[0];
// read the file as text
const formData = new FormData();
formData.append("file", file);
@@ -353,12 +361,12 @@ export function TabsProvider({ children }: { children: ReactNode }) {
let idsMap = {};
let nodes = reactFlowInstance.getNodes();
let edges = reactFlowInstance.getEdges();
- selectionInstance.nodes.forEach((n) => {
- if (n.position.y < minimumY) {
- minimumY = n.position.y;
+ selectionInstance.nodes.forEach((node) => {
+ if (node.position.y < minimumY) {
+ minimumY = node.position.y;
}
- if (n.position.x < minimumX) {
- minimumX = n.position.x;
+ if (node.position.x < minimumX) {
+ minimumX = node.position.x;
}
});
@@ -366,43 +374,43 @@ export function TabsProvider({ children }: { children: ReactNode }) {
? { x: position.paneX + position.x, y: position.paneY + position.y }
: reactFlowInstance.project({ x: position.x, y: position.y });
- selectionInstance.nodes.forEach((n: NodeType) => {
+ selectionInstance.nodes.forEach((node: NodeType) => {
// Generate a unique node ID
- let newId = getNodeId(n.data.type);
- idsMap[n.id] = newId;
+ let newId = getNodeId(node.data.type);
+ idsMap[node.id] = newId;
// Create a new node object
const newNode: NodeType = {
id: newId,
type: "genericNode",
position: {
- x: insidePosition.x + n.position.x - minimumX,
- y: insidePosition.y + n.position.y - minimumY,
+ x: insidePosition.x + node.position.x - minimumX,
+ y: insidePosition.y + node.position.y - minimumY,
},
data: {
- ..._.cloneDeep(n.data),
+ ..._.cloneDeep(node.data),
id: newId,
},
};
// Add the new node to the list of nodes in state
nodes = nodes
- .map((e) => ({ ...e, selected: false }))
+ .map((node) => ({ ...node, selected: false }))
.concat({ ...newNode, selected: false });
});
reactFlowInstance.setNodes(nodes);
- selectionInstance.edges.forEach((e) => {
- let source = idsMap[e.source];
- let target = idsMap[e.target];
- let sourceHandleSplitted = e.sourceHandle.split("|");
+ selectionInstance.edges.forEach((edge) => {
+ let source = idsMap[edge.source];
+ let target = idsMap[edge.target];
+ let sourceHandleSplitted = edge.sourceHandle.split("|");
let sourceHandle =
sourceHandleSplitted[0] +
"|" +
source +
"|" +
sourceHandleSplitted.slice(2).join("|");
- let targetHandleSplitted = e.targetHandle.split("|");
+ let targetHandleSplitted = edge.targetHandle.split("|");
let targetHandle =
targetHandleSplitted.slice(0, -1).join("|") + "|" + target;
let id =
@@ -427,7 +435,7 @@ export function TabsProvider({ children }: { children: ReactNode }) {
animated: targetHandle.split("|")[0] === "Text",
selected: false,
},
- edges.map((e) => ({ ...e, selected: false }))
+ edges.map((edge) => ({ ...edge, selected: false }))
);
});
reactFlowInstance.setEdges(edges);
@@ -587,10 +595,14 @@ export function TabsProvider({ children }: { children: ReactNode }) {
}
}
+ const [isBuilt, setIsBuilt] = useState(false);
+
return (
n.id !== idx)
+ reactFlowInstance.getNodes().filter((node: Node) => node.id !== idx)
);
reactFlowInstance.setEdges(
reactFlowInstance
.getEdges()
- .filter((ns) => ns.source !== idx && ns.target !== idx)
+ .filter((edge) => edge.source !== idx && edge.target !== idx)
);
}
return (
diff --git a/src/frontend/src/contexts/undoRedoContext.tsx b/src/frontend/src/contexts/undoRedoContext.tsx
index dbe0baa45..e2473c39e 100644
--- a/src/frontend/src/contexts/undoRedoContext.tsx
+++ b/src/frontend/src/contexts/undoRedoContext.tsx
@@ -45,14 +45,18 @@ export function UndoRedoProvider({ children }) {
const [past, setPast] = useState(flows.map(() => []));
const [future, setFuture] = useState(flows.map(() => []));
const [tabIndex, setTabIndex] = useState(
- flows.findIndex((f) => f.id === tabId)
+ flows.findIndex((flow) => flow.id === tabId)
);
useEffect(() => {
// whenever the flows variable changes, we need to add one array to the past and future states
- setPast((old) => flows.map((f, i) => (old[i] ? old[i] : [])));
- setFuture((old) => flows.map((f, i) => (old[i] ? old[i] : [])));
- setTabIndex(flows.findIndex((f) => f.id === tabId));
+ setPast((old) =>
+ flows.map((flow, index) => (old[index] ? old[index] : []))
+ );
+ setFuture((old) =>
+ flows.map((flow, index) => (old[index] ? old[index] : []))
+ );
+ setTabIndex(flows.findIndex((flow) => flow.id === tabId));
}, [flows, tabId]);
const { setNodes, setEdges, getNodes, getEdges } = useReactFlow();
diff --git a/src/frontend/src/controllers/API/api.tsx b/src/frontend/src/controllers/API/api.tsx
index 8dd9eac9f..9e716ebb7 100644
--- a/src/frontend/src/controllers/API/api.tsx
+++ b/src/frontend/src/controllers/API/api.tsx
@@ -1,5 +1,6 @@
import axios, { AxiosError, AxiosInstance } from "axios";
import { useContext, useEffect, useRef } from "react";
+import { URL_EXCLUDED_FROM_ERROR_RETRIES } from "../../constants/constants";
import { alertContext } from "../../contexts/alertContext";
// Create a new Axios instance
@@ -15,6 +16,9 @@ function ApiInterceptor() {
const interceptor = api.interceptors.response.use(
(response) => response,
async (error: AxiosError) => {
+ if (URL_EXCLUDED_FROM_ERROR_RETRIES.includes(error.config?.url)) {
+ return Promise.reject(error);
+ }
let retryCount = 0;
while (retryCount < 4) {
@@ -31,7 +35,7 @@ function ApiInterceptor() {
"Refresh the page",
"Use a new flow tab",
"Check if the backend is up",
- "Endpoint: " + error.config.url,
+ "Endpoint: " + error.config?.url,
],
});
return Promise.reject(error);
diff --git a/src/frontend/src/controllers/API/index.ts b/src/frontend/src/controllers/API/index.ts
index 6d24e7d09..9491f8973 100644
--- a/src/frontend/src/controllers/API/index.ts
+++ b/src/frontend/src/controllers/API/index.ts
@@ -339,3 +339,10 @@ export async function uploadFile(
formData.append("file", file);
return await api.post(`/api/v1/upload/${id}`, formData);
}
+
+export async function postCustomComponent(
+ code: string,
+ apiClass: APIClassType
+): Promise> {
+ return await api.post(`/api/v1/custom_component`, { code });
+}
diff --git a/src/frontend/src/icons/GradientSparkles/index.tsx b/src/frontend/src/icons/GradientSparkles/index.tsx
new file mode 100644
index 000000000..b8f3534d5
--- /dev/null
+++ b/src/frontend/src/icons/GradientSparkles/index.tsx
@@ -0,0 +1,22 @@
+import { Infinity } from "lucide-react";
+import { forwardRef } from "react";
+
+const GradientSparkles = forwardRef>(
+ (props, ref) => {
+ return (
+ <>
+
+
+
+
+
+
+ documentation .",
+ mode: "html",
+ image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
+ language: "py",
+ code: widgetCode,
+ },
]);
function startState() {
@@ -111,6 +124,15 @@ const ApiModal = forwardRef(
image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
code: pythonCode,
},
+ {
+ name: "Chat Widget HTML",
+ description:
+ "Insert this code anywhere in your <body> tag. To use with react and other libs, check our documentation .",
+ mode: "html",
+ image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
+ language: "py",
+ code: widgetCode,
+ },
{
name: "Tweaks",
mode: "python",
@@ -143,6 +165,15 @@ const ApiModal = forwardRef(
language: "py",
code: pythonCode,
},
+ {
+ name: "Chat Widget HTML",
+ description:
+ "Insert this code anywhere in your <body> tag. To use with react and other libs, check our documentation .",
+ mode: "html",
+ image: "https://cdn-icons-png.flaticon.com/512/5968/5968350.png",
+ language: "py",
+ code: widgetCode,
+ },
]);
}
}, [flow["data"]["nodes"], open]);
@@ -150,22 +181,22 @@ const ApiModal = forwardRef(
function filterNodes() {
let arrNodesWithValues = [];
- flow["data"]["nodes"].forEach((t) => {
- Object.keys(t["data"]["node"]["template"])
+ flow["data"]["nodes"].forEach((node) => {
+ Object.keys(node["data"]["node"]["template"])
.filter(
- (n) =>
- n.charAt(0) !== "_" &&
- t.data.node.template[n].show &&
- (t.data.node.template[n].type === "str" ||
- t.data.node.template[n].type === "bool" ||
- t.data.node.template[n].type === "float" ||
- t.data.node.template[n].type === "code" ||
- t.data.node.template[n].type === "prompt" ||
- t.data.node.template[n].type === "file" ||
- t.data.node.template[n].type === "int")
+ (templateField) =>
+ templateField.charAt(0) !== "_" &&
+ node.data.node.template[templateField].show &&
+ (node.data.node.template[templateField].type === "str" ||
+ node.data.node.template[templateField].type === "bool" ||
+ node.data.node.template[templateField].type === "float" ||
+ node.data.node.template[templateField].type === "code" ||
+ node.data.node.template[templateField].type === "prompt" ||
+ node.data.node.template[templateField].type === "file" ||
+ node.data.node.template[templateField].type === "int")
)
.map((n, i) => {
- arrNodesWithValues.push(t["id"]);
+ arrNodesWithValues.push(node["id"]);
});
});
@@ -210,13 +241,15 @@ const ApiModal = forwardRef(
tweak.current.push(newTweak);
}
- const pythonApiCode = getPythonApiCode(flow, tweak.current);
- const curl_code = getCurlCode(flow, tweak.current);
- const pythonCode = getPythonCode(flow, tweak.current);
+ const pythonApiCode = getPythonApiCode(flow, tweak.current, tabsState);
+ const curl_code = getCurlCode(flow, tweak.current, tabsState);
+ const pythonCode = getPythonCode(flow, tweak.current, tabsState);
+ const widgetCode = getWidgetCode(flow, tabsState);
tabs[0].code = curl_code;
tabs[1].code = pythonApiCode;
tabs[2].code = pythonCode;
+ tabs[3].code = widgetCode;
setTweak(tweak.current);
}
@@ -253,7 +286,7 @@ const ApiModal = forwardRef(
}
return (
-
+
{children}
Code
diff --git a/src/frontend/src/modals/EditNodeModal/index.tsx b/src/frontend/src/modals/EditNodeModal/index.tsx
index 3e1cd32a3..36c38e963 100644
--- a/src/frontend/src/modals/EditNodeModal/index.tsx
+++ b/src/frontend/src/modals/EditNodeModal/index.tsx
@@ -49,13 +49,15 @@ const EditNodeModal = forwardRef(
const { reactFlowInstance } = useContext(typesContext);
let disabled =
- reactFlowInstance?.getEdges().some((e) => e.targetHandle === data.id) ??
- false;
+ reactFlowInstance
+ ?.getEdges()
+ .some((edge) => edge.targetHandle === data.id) ?? false;
- function changeAdvanced(n) {
+ function changeAdvanced(templateParam) {
setMyData((old) => {
let newData = cloneDeep(old);
- newData.node.template[n].advanced = !newData.node.template[n].advanced;
+ newData.node.template[templateParam].advanced =
+ !newData.node.template[templateParam].advanced;
return newData;
});
}
@@ -112,51 +114,65 @@ const EditNodeModal = forwardRef(
{Object.keys(myData.node.template)
.filter(
- (t) =>
- t.charAt(0) !== "_" &&
- myData.node.template[t].show &&
- (myData.node.template[t].type === "str" ||
- myData.node.template[t].type === "bool" ||
- myData.node.template[t].type === "float" ||
- myData.node.template[t].type === "code" ||
- myData.node.template[t].type === "prompt" ||
- myData.node.template[t].type === "file" ||
- myData.node.template[t].type === "int")
+ (templateParam) =>
+ templateParam.charAt(0) !== "_" &&
+ myData.node.template[templateParam].show &&
+ (myData.node.template[templateParam].type ===
+ "str" ||
+ myData.node.template[templateParam].type ===
+ "bool" ||
+ myData.node.template[templateParam].type ===
+ "float" ||
+ myData.node.template[templateParam].type ===
+ "code" ||
+ myData.node.template[templateParam].type ===
+ "prompt" ||
+ myData.node.template[templateParam].type ===
+ "file" ||
+ myData.node.template[templateParam].type ===
+ "int")
)
- .map((n, i) => (
-
+ .map((templateParam, index) => (
+
- {myData.node.template[n].name
- ? myData.node.template[n].name
- : myData.node.template[n].display_name}
+ {myData.node.template[templateParam].name
+ ? myData.node.template[templateParam].name
+ : myData.node.template[templateParam]
+ .display_name}
- {myData.node.template[n].type === "str" &&
- !myData.node.template[n].options ? (
+ {myData.node.template[templateParam].type ===
+ "str" &&
+ !myData.node.template[templateParam].options ? (
- {myData.node.template[n].list ? (
+ {myData.node.template[templateParam].list ? (
{
- handleOnNewValue(t, n);
+ onChange={(value: string[]) => {
+ handleOnNewValue(value, templateParam);
}}
/>
- ) : myData.node.template[n].multiline ? (
+ ) : myData.node.template[templateParam]
+ .multiline ? (
{
- handleOnNewValue(t, n);
+ onChange={(value: string) => {
+ handleOnNewValue(value, templateParam);
}}
/>
) : (
@@ -164,112 +180,160 @@ const EditNodeModal = forwardRef(
editNode={true}
disabled={disabled}
password={
- myData.node.template[n].password ??
- false
+ myData.node.template[templateParam]
+ .password ?? false
}
value={
- myData.node.template[n].value ?? ""
+ myData.node.template[templateParam]
+ .value ?? ""
}
- onChange={(t) => {
- handleOnNewValue(t, n);
+ onChange={(value) => {
+ handleOnNewValue(value, templateParam);
}}
/>
)}
- ) : myData.node.template[n].type === "bool" ? (
+ ) : myData.node.template[templateParam].type ===
+ "bool" ? (
{" "}
{
- handleOnNewValue(t, n);
+ enabled={
+ myData.node.template[templateParam].value
+ }
+ setEnabled={(isEnabled) => {
+ handleOnNewValue(
+ isEnabled,
+ templateParam
+ );
}}
size="small"
/>
- ) : myData.node.template[n].type === "float" ? (
+ ) : myData.node.template[templateParam].type ===
+ "float" ? (
{
- handleOnNewValue(t, n);
+ value={
+ myData.node.template[templateParam]
+ .value ?? ""
+ }
+ onChange={(value) => {
+ handleOnNewValue(value, templateParam);
}}
/>
- ) : myData.node.template[n].type === "str" &&
- myData.node.template[n].options ? (
+ ) : myData.node.template[templateParam].type ===
+ "str" &&
+ myData.node.template[templateParam].options ? (
handleOnNewValue(t, n)}
+ options={
+ myData.node.template[templateParam]
+ .options
+ }
+ onSelect={(value) =>
+ handleOnNewValue(value, templateParam)
+ }
value={
- myData.node.template[n].value ??
- "Choose an option"
+ myData.node.template[templateParam]
+ .value ?? "Choose an option"
}
>
- ) : myData.node.template[n].type === "int" ? (
+ ) : myData.node.template[templateParam].type ===
+ "int" ? (
{
- handleOnNewValue(t, n);
+ value={
+ myData.node.template[templateParam]
+ .value ?? ""
+ }
+ onChange={(value) => {
+ handleOnNewValue(value, templateParam);
}}
/>
- ) : myData.node.template[n].type === "file" ? (
+ ) : myData.node.template[templateParam].type ===
+ "file" ? (
{
- handleOnNewValue(t, n);
+ value={
+ myData.node.template[templateParam]
+ .value ?? ""
+ }
+ onChange={(value: string) => {
+ handleOnNewValue(value, templateParam);
}}
fileTypes={
- myData.node.template[n].fileTypes
+ myData.node.template[templateParam]
+ .fileTypes
}
- suffixes={myData.node.template[n].suffixes}
- onFileChange={(t: string) => {
- handleOnNewValue(t, n);
+ suffixes={
+ myData.node.template[templateParam]
+ .suffixes
+ }
+ onFileChange={(filePath: string) => {
+ data.node.template[
+ templateParam
+ ].file_path = filePath;
}}
>
- ) : myData.node.template[n].type === "prompt" ? (
+ ) : myData.node.template[templateParam].type ===
+ "prompt" ? (
{
myData.node = nodeClass;
}}
- value={myData.node.template[n].value ?? ""}
- onChange={(t: string) => {
- handleOnNewValue(t, n);
+ value={
+ myData.node.template[templateParam]
+ .value ?? ""
+ }
+ onChange={(value: string) => {
+ handleOnNewValue(value, templateParam);
}}
/>
- ) : myData.node.template[n].type === "code" ? (
+ ) : myData.node.template[templateParam].type ===
+ "code" ? (
{
+ data.node = nodeClass;
+ }}
+ nodeClass={data.node}
disabled={disabled}
editNode={true}
- value={myData.node.template[n].value ?? ""}
- onChange={(t: string) => {
- handleOnNewValue(t, n);
+ value={
+ myData.node.template[templateParam]
+ .value ?? ""
+ }
+ onChange={(value: string) => {
+ handleOnNewValue(value, templateParam);
}}
/>
- ) : myData.node.template[n].type === "Any" ? (
+ ) : myData.node.template[templateParam].type ===
+ "Any" ? (
"-"
) : (
@@ -278,8 +342,13 @@ const EditNodeModal = forwardRef(
changeAdvanced(n)}
+ enabled={
+ !myData.node.template[templateParam]
+ .advanced
+ }
+ setEnabled={(e) =>
+ changeAdvanced(templateParam)
+ }
disabled={disabled}
size="small"
/>
diff --git a/src/frontend/src/modals/NodeModal/components/ModalField/index.tsx b/src/frontend/src/modals/NodeModal/components/ModalField/index.tsx
index 15c0984ea..4b80248db 100644
--- a/src/frontend/src/modals/NodeModal/components/ModalField/index.tsx
+++ b/src/frontend/src/modals/NodeModal/components/ModalField/index.tsx
@@ -142,7 +142,7 @@ export default function ModalField({
fileTypes={data.node.template[name].fileTypes}
suffixes={data.node.template[name].suffixes}
onFileChange={(t: string) => {
- data.node.template[name].content = t;
+ data.node.template[name].file_path = t;
}}
>
@@ -160,6 +160,11 @@ export default function ModalField({
) : type === "code" ? (
{
+ data.node = nodeClass;
+ }}
+ nodeClass={data.node}
disabled={false}
value={data.node.template[name].value ?? ""}
onChange={(t: string) => {
diff --git a/src/frontend/src/modals/baseModal/index.tsx b/src/frontend/src/modals/baseModal/index.tsx
index 81bc206da..142ad223b 100644
--- a/src/frontend/src/modals/baseModal/index.tsx
+++ b/src/frontend/src/modals/baseModal/index.tsx
@@ -46,11 +46,13 @@ interface BaseModalProps {
];
open?: boolean;
setOpen?: (open: boolean) => void;
+ disable?: boolean;
size?: "smaller" | "small" | "medium" | "large" | "large-h-full";
}
function BaseModal({
open,
setOpen,
+ disable = false,
children,
size = "large",
}: BaseModalProps) {
@@ -99,7 +101,10 @@ function BaseModal({
//UPDATE COLORS AND STYLE CLASSSES
return (
-
+
{triggerChild}
@@ -107,8 +112,9 @@ function BaseModal({
{ContentChild}
-
- {ContentFooter}
+ {ContentFooter && (
+ {ContentFooter}
+ )}
);
diff --git a/src/frontend/src/modals/codeAreaModal/index.tsx b/src/frontend/src/modals/codeAreaModal/index.tsx
index 39b373107..935ae2964 100644
--- a/src/frontend/src/modals/codeAreaModal/index.tsx
+++ b/src/frontend/src/modals/codeAreaModal/index.tsx
@@ -3,14 +3,16 @@ import "ace-builds/src-noconflict/ext-language_tools";
import "ace-builds/src-noconflict/mode-python";
import "ace-builds/src-noconflict/theme-github";
import "ace-builds/src-noconflict/theme-twilight";
-import { ReactNode, useContext, useState } from "react";
+// import "ace-builds/webpack-resolver";
+import { ReactNode, useContext, useEffect, useState } from "react";
import AceEditor from "react-ace";
import IconComponent from "../../components/genericIconComponent";
import { Button } from "../../components/ui/button";
import { CODE_PROMPT_DIALOG_SUBTITLE } from "../../constants/constants";
import { alertContext } from "../../contexts/alertContext";
import { darkContext } from "../../contexts/darkContext";
-import { postValidateCode } from "../../controllers/API";
+import { typesContext } from "../../contexts/typesContext";
+import { postCustomComponent, postValidateCode } from "../../controllers/API";
import { APIClassType } from "../../types/api";
import BaseModal from "../baseModal";
@@ -20,18 +22,34 @@ export default function CodeAreaModal({
nodeClass,
setNodeClass,
children,
+ dynamic,
}: {
setValue: (value: string) => void;
value: string;
- nodeClass: APIClassType;
+ nodeClass?: APIClassType;
children: ReactNode;
- setNodeClass: (Class: APIClassType) => void;
+ setNodeClass?: (Class: APIClassType) => void;
+ dynamic?: boolean;
}) {
const [code, setCode] = useState(value);
const { dark } = useContext(darkContext);
+ const { reactFlowInstance } = useContext(typesContext);
+ const [height, setHeight] = useState(null);
const { setErrorData, setSuccessData } = useContext(alertContext);
+ const [error, setError] = useState<{
+ detail: { error: string; traceback: string };
+ }>(null);
- function handleClick() {
+ useEffect(() => {
+ // if nodeClass.template has more fields other than code and dynamic is true
+ // do not run handleClick
+ if (dynamic && Object.keys(nodeClass.template).length > 2) {
+ return;
+ }
+ processCode();
+ }, []);
+
+ function processNonDynamicField() {
postValidateCode(code)
.then((apiReturn) => {
if (apiReturn.data) {
@@ -41,8 +59,9 @@ export default function CodeAreaModal({
setSuccessData({
title: "Code is ready to run",
});
- setValue(code);
setOpen(false);
+ setValue(code);
+ // setValue(code);
} else {
if (funcErrors.length !== 0) {
setErrorData({
@@ -70,8 +89,56 @@ export default function CodeAreaModal({
});
}
+ function processDynamicField() {
+ postCustomComponent(code, nodeClass)
+ .then((apiReturn) => {
+ const { data } = apiReturn;
+ if (data) {
+ setNodeClass(data);
+ setValue(code);
+ setError({ detail: { error: undefined, traceback: undefined } });
+ setOpen(false);
+ }
+ })
+ .catch((err) => {
+ setError(err.response.data);
+ });
+ }
+
+ function processCode() {
+ if (!dynamic) {
+ processNonDynamicField();
+ } else {
+ processDynamicField();
+ }
+ }
+
+ function handleClick() {
+ processCode();
+ }
+
+ useEffect(() => {
+ // Function to be executed after the state changes
+ const delayedFunction = setTimeout(() => {
+ if (error?.detail.error !== undefined) {
+ //trigger to update the height, does not really apply any height
+ setHeight("90%");
+ }
+ //600 to happen after the transition of 500ms
+ }, 600);
+
+ // Cleanup function to clear the timeout if the component unmounts or the state changes again
+ return () => {
+ clearTimeout(delayedFunction);
+ };
+ }, [error, setHeight]);
+
const [open, setOpen] = useState(false);
+ useEffect(() => {
+ setCode(value);
+ }, [value, open]);
+
return (
{children}
@@ -89,6 +156,7 @@ export default function CodeAreaModal({
{
setCode(value);
}}
- className="h-full w-full rounded-lg border-[1px] border-border custom-scroll"
+ className="h-full w-full rounded-lg border-[1px] border-gray-300 custom-scroll dark:border-gray-600"
/>
+
+
+
+ {error?.detail?.error}
+
+
+
+ {error?.detail?.traceback}
+
+
+
+
Check & Save
diff --git a/src/frontend/src/modals/exportModal/index.tsx b/src/frontend/src/modals/exportModal/index.tsx
index ee6434f67..bc75c2b34 100644
--- a/src/frontend/src/modals/exportModal/index.tsx
+++ b/src/frontend/src/modals/exportModal/index.tsx
@@ -12,9 +12,12 @@ const ExportModal = forwardRef((props: { children: ReactNode }, ref) => {
const { flows, tabId, updateFlow, downloadFlow, saveFlow } =
useContext(TabsContext);
const [checked, setChecked] = useState(false);
- const [name, setName] = useState(flows.find((f) => f.id === tabId).name);
+ const [name, setName] = useState(
+ flows.find((flow) => flow.id === tabId).name
+ );
+ const [invalidName, setInvalidName] = useState(false);
const [description, setDescription] = useState(
- flows.find((f) => f.id === tabId).description
+ flows.find((flow) => flow.id === tabId).description
);
const [open, setOpen] = useState(false);
return (
@@ -30,6 +33,8 @@ const ExportModal = forwardRef((props: { children: ReactNode }, ref) => {
{
onClick={() => {
if (checked)
downloadFlow(
- flows.find((f) => f.id === tabId),
+ flows.find((flow) => flow.id === tabId),
name,
description
);
else
downloadFlow(
- removeApiKeys(flows.find((f) => f.id === tabId)),
+ removeApiKeys(flows.find((flow) => flow.id === tabId)),
name,
description
);
diff --git a/src/frontend/src/modals/flowSettingsModal/index.tsx b/src/frontend/src/modals/flowSettingsModal/index.tsx
index 9dc9d1daa..0005acbc6 100644
--- a/src/frontend/src/modals/flowSettingsModal/index.tsx
+++ b/src/frontend/src/modals/flowSettingsModal/index.tsx
@@ -19,12 +19,16 @@ export default function FlowSettingsModal({
const { flows, tabId, updateFlow, setTabsState, saveFlow } =
useContext(TabsContext);
const maxLength = 50;
- const [name, setName] = useState(flows.find((f) => f.id === tabId).name);
- const [description, setDescription] = useState(
- flows.find((f) => f.id === tabId).description
+ const [name, setName] = useState(
+ flows.find((flow) => flow.id === tabId).name
);
+ const [description, setDescription] = useState(
+ flows.find((flow) => flow.id === tabId).description
+ );
+ const [invalidName, setInvalidName] = useState(false);
+
function handleClick() {
- let savedFlow = flows.find((f) => f.id === tabId);
+ let savedFlow = flows.find((flow) => flow.id === tabId);
savedFlow.name = name;
savedFlow.description = description;
saveFlow(savedFlow);
@@ -39,6 +43,8 @@ export default function FlowSettingsModal({
-
+
Save
diff --git a/src/frontend/src/modals/formModal/chatInput/index.tsx b/src/frontend/src/modals/formModal/chatInput/index.tsx
index e8be2f292..be1e5a45a 100644
--- a/src/frontend/src/modals/formModal/chatInput/index.tsx
+++ b/src/frontend/src/modals/formModal/chatInput/index.tsx
@@ -46,8 +46,8 @@ export default function ChatInput({
}`,
}}
value={lockChat ? "Thinking..." : chatValue}
- onChange={(e) => {
- setChatValue(e.target.value);
+ onChange={(event) => {
+ setChatValue(event.target.value);
}}
className={classNames(
lockChat
diff --git a/src/frontend/src/modals/formModal/chatMessage/index.tsx b/src/frontend/src/modals/formModal/chatMessage/index.tsx
index 08cc2d22b..c132f025a 100644
--- a/src/frontend/src/modals/formModal/chatMessage/index.tsx
+++ b/src/frontend/src/modals/formModal/chatMessage/index.tsx
@@ -88,8 +88,8 @@ export default function ChatMessage({
{props.children};
@@ -187,7 +187,7 @@ export default function ChatMessage({
}
/>
-
+
{promptOpen
? template?.split("\n")?.map((line, index) => {
const regex = /{([^}]+)}/g;
diff --git a/src/frontend/src/modals/formModal/index.tsx b/src/frontend/src/modals/formModal/index.tsx
index f0e18a118..68137c0da 100644
--- a/src/frontend/src/modals/formModal/index.tsx
+++ b/src/frontend/src/modals/formModal/index.tsx
@@ -46,7 +46,7 @@ export default function FormModal({
const handleKeys = formKeysData.handle_keys;
const keyToUse = Object.keys(inputKeys).find(
- (k) => !handleKeys.some((j) => j === k) && inputKeys[k] === ""
+ (key) => !handleKeys.some((j) => j === key) && inputKeys[key] === ""
);
return inputKeys[keyToUse];
@@ -67,14 +67,17 @@ export default function FormModal({
const id = useRef(flow.id);
const tabsStateFlowId = tabsState[flow.id];
const tabsStateFlowIdFormKeysData = tabsStateFlowId.formKeysData;
- const [chatKey, setChatKey] = useState(
- Object.keys(tabsState[flow.id].formKeysData.input_keys).find(
- (k) =>
- !tabsState[flow.id].formKeysData.handle_keys.some((j) => j === k) &&
- tabsState[flow.id].formKeysData.input_keys[k] === ""
- )
- );
-
+ const [chatKey, setChatKey] = useState(() => {
+ if (tabsState[flow.id]?.formKeysData?.input_keys) {
+ return Object.keys(tabsState[flow.id].formKeysData.input_keys).find(
+ (key) =>
+ !tabsState[flow.id].formKeysData.handle_keys.some((j) => j === key) &&
+ tabsState[flow.id].formKeysData.input_keys[key] === ""
+ );
+ }
+ // TODO: return a sensible default
+ return "";
+ });
useEffect(() => {
if (messagesRef.current) {
messagesRef.current.scrollTop = messagesRef.current.scrollHeight;
@@ -112,7 +115,6 @@ export default function FormModal({
return newChat;
});
};
-
//add proper type signature for function
function updateLastMessage({
@@ -158,7 +160,7 @@ export default function FormModal({
}
function getWebSocketUrl(chatId, isDevelopment = false) {
- const isSecureProtocol = window.location.protocol === "https:";
+ const isSecureProtocol = window.location.protocol === "https:" || window.location.port === "443";
const webSocketProtocol = isSecureProtocol ? "wss" : "ws";
const host = isDevelopment ? "localhost:7860" : window.location.host;
const chatEndpoint = `/api/v1/chat/${chatId}`;
@@ -371,10 +373,6 @@ export default function FormModal({
if (lockChat) setLockChat(false);
}
- function setModalOpen(x: boolean) {
- setOpen(x);
- }
-
function handleOnCheckedChange(checked: boolean, i: string) {
if (checked === true) {
setChatKey(i);
@@ -424,126 +422,103 @@ export default function FormModal({
- {Object.keys(tabsState[id.current].formKeysData.input_keys).map(
- (i, k) => (
-
+ {tabsState[id.current]?.formKeysData?.input_keys
+ ? Object.keys(
+ tabsState[id.current].formKeysData.input_keys
+ ).map((key, index) => (
+
+
+
+ {key}
+
+
+ {
+ event.stopPropagation();
+ }}
+ >
+
+ handleOnCheckedChange(value, key)
+ }
+ size="small"
+ disabled={tabsState[
+ id.current
+ ].formKeysData.handle_keys.some(
+ (t) => t === key
+ )}
+ />
+
+
+ }
+ key={index}
+ keyValue={key}
+ >
+
+ {tabsState[id.current].formKeysData.handle_keys.some(
+ (t) => t === key
+ ) && (
+
+ Source: Component
+
+ )}
+
+
+
+
+ ))
+ : null}
+ {tabsState[id.current].formKeysData.memory_keys.map(
+ (key, index) => (
+
- {i}
+ {key}
-
- {
- event.stopPropagation();
- }}
- >
+
- handleOnCheckedChange(value, i)
- }
+ enabled={chatKey === key}
+ setEnabled={() => {}}
size="small"
- disabled={tabsState[
- id.current
- ].formKeysData.handle_keys.some((t) => t === i)}
+ disabled={true}
/>
- {tabsState[id.current].formKeysData.handle_keys.some(
- (t) => t === i
- ) && (
-
- Source: Component
-
- )}
-
+
+ Source: Memory
+
)
)}
- {tabsState[id.current].formKeysData.memory_keys.map((i, k) => (
-
-
-
- {i}
-
-
- {
- event.stopPropagation();
- }}
- >
-
- handleOnCheckedChange(value, i)
- }
- size="small"
- disabled={tabsState[
- id.current
- ].formKeysData.handle_keys.some((t) => t === i)}
- />
-
-
- }
- key={k}
- keyValue={i}
- >
-
- {tabsState[id.current].formKeysData.handle_keys.some(
- (t) => t === i
- ) && (
-
- Source: Component
-
- )}
-
-
-
-
- ))}
@@ -563,14 +538,14 @@ export default function FormModal({
{chatHistory.length > 0 ? (
- chatHistory.map((c, i) => (
+ chatHistory.map((chat, index) => (
))
) : (
diff --git a/src/frontend/src/modals/genericModal/index.tsx b/src/frontend/src/modals/genericModal/index.tsx
index df9d32f6d..c3d26700f 100644
--- a/src/frontend/src/modals/genericModal/index.tsx
+++ b/src/frontend/src/modals/genericModal/index.tsx
@@ -208,9 +208,9 @@ export default function GenericModal({
setIsEdit(false);
}}
autoFocus
- onChange={(e) => {
- setInputValue(e.target.value);
- checkVariables(e.target.value);
+ onChange={(event) => {
+ setInputValue(event.target.value);
+ checkVariables(event.target.value);
}}
placeholder="Type message here."
/>
@@ -221,8 +221,8 @@ export default function GenericModal({
ref={ref}
className="form-input h-full w-full rounded-lg focus-visible:ring-1"
value={inputValue}
- onChange={(e) => {
- setInputValue(e.target.value);
+ onChange={(event) => {
+ setInputValue(event.target.value);
}}
placeholder="Type message here."
/>
diff --git a/src/frontend/src/modals/importModal/buttonBox/index.tsx b/src/frontend/src/modals/importModal/buttonBox/index.tsx
index 0a998d56e..68759c8be 100644
--- a/src/frontend/src/modals/importModal/buttonBox/index.tsx
+++ b/src/frontend/src/modals/importModal/buttonBox/index.tsx
@@ -96,7 +96,7 @@ export default function ButtonBox({
{title}
- {buttons.map((x, index) => (
-
- {x.Icon}
+ {buttons.map((btn, index) => (
+
+ {btn.Icon}
))}
diff --git a/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
index ac9aa1d01..a15b99e58 100644
--- a/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
@@ -141,10 +141,10 @@ export default function Page({ flow }: { flow: FlowType }) {
}, [setExtraComponent, setExtraNavigation]);
const onEdgesChangeMod = useCallback(
- (s: EdgeChange[]) => {
- onEdgesChange(s);
- setNodes((x) => {
- let newX = _.cloneDeep(x);
+ (change: EdgeChange[]) => {
+ onEdgesChange(change);
+ setNodes((node) => {
+ let newX = _.cloneDeep(node);
return newX;
});
setTabsState((prev) => {
@@ -161,8 +161,8 @@ export default function Page({ flow }: { flow: FlowType }) {
);
const onNodesChangeMod = useCallback(
- (s: NodeChange[]) => {
- onNodesChange(s);
+ (change: NodeChange[]) => {
+ onNodesChange(change);
setTabsState((prev) => {
return {
...prev,
@@ -193,8 +193,8 @@ export default function Page({ flow }: { flow: FlowType }) {
eds
)
);
- setNodes((x) => {
- let newX = _.cloneDeep(x);
+ setNodes((node) => {
+ let newX = _.cloneDeep(node);
return newX;
});
},
@@ -219,7 +219,7 @@ export default function Page({ flow }: { flow: FlowType }) {
const onDragOver = useCallback((event: React.DragEvent) => {
event.preventDefault();
- if (event.dataTransfer.types.some((t) => t === "nodedata")) {
+ if (event.dataTransfer.types.some((types) => types === "nodedata")) {
event.dataTransfer.dropEffect = "move";
} else {
event.dataTransfer.dropEffect = "copy";
@@ -229,7 +229,7 @@ export default function Page({ flow }: { flow: FlowType }) {
const onDrop = useCallback(
(event: React.DragEvent) => {
event.preventDefault();
- if (event.dataTransfer.types.some((t) => t === "nodedata")) {
+ if (event.dataTransfer.types.some((types) => types === "nodedata")) {
takeSnapshot();
// Get the current bounds of the ReactFlow wrapper element
@@ -281,7 +281,7 @@ export default function Page({ flow }: { flow: FlowType }) {
// Add the new node to the list of nodes in state
}
setNodes((nds) => nds.concat(newNode));
- } else if (event.dataTransfer.types.some((t) => t === "Files")) {
+ } else if (event.dataTransfer.types.some((types) => types === "Files")) {
takeSnapshot();
uploadFlow(false, event.dataTransfer.files.item(0));
}
@@ -303,7 +303,10 @@ export default function Page({ flow }: { flow: FlowType }) {
takeSnapshot();
setEdges(
edges.filter(
- (ns) => !mynodes.some((n) => ns.source === n.id || ns.target === n.id)
+ (edge) =>
+ !mynodes.some(
+ (node) => edge.source === node.id || edge.target === node.id
+ )
)
);
},
@@ -326,7 +329,7 @@ export default function Page({ flow }: { flow: FlowType }) {
const onEdgeUpdateEnd = useCallback((_, edge) => {
if (!edgeUpdateSuccessful.current) {
- setEdges((eds) => eds.filter((e) => e.id !== edge.id));
+ setEdges((eds) => eds.filter((edg) => edg.id !== edge.id));
}
edgeUpdateSuccessful.current = true;
diff --git a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
index 3111f74a2..e6d5a7010 100644
--- a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
@@ -1,4 +1,4 @@
-import { useContext, useState } from "react";
+import { useContext, useEffect, useState } from "react";
import ShadTooltip from "../../../../components/ShadTooltipComponent";
import IconComponent from "../../../../components/genericIconComponent";
import { Input } from "../../../../components/ui/input";
@@ -18,8 +18,8 @@ import { classNames } from "../../../../utils/utils";
import DisclosureComponent from "../DisclosureComponent";
export default function ExtraSidebar() {
- const { data } = useContext(typesContext);
- const { flows, tabId, uploadFlow, tabsState, saveFlow } =
+ const { data, templates } = useContext(typesContext);
+ const { flows, tabId, uploadFlow, tabsState, saveFlow, isBuilt } =
useContext(TabsContext);
const { setSuccessData, setErrorData } = useContext(alertContext);
const [dataFilter, setFilterData] = useState(data);
@@ -56,57 +56,84 @@ export default function ExtraSidebar() {
return ret;
});
}
- const flow = flows.find((f) => f.id === tabId);
+ const flow = flows.find((flow) => flow.id === tabId);
+ useEffect(() => {
+ // show components with error on load
+ let errors = [];
+ Object.keys(templates).forEach((component) => {
+ if (templates[component].error) {
+ errors.push(component);
+ }
+ });
+ if (errors.length > 0)
+ setErrorData({ title: " Components with errors: ", list: errors });
+ }, []);
return (
-
- {
- uploadFlow();
- }}
- >
-
-
-
-
+
+
+ {
+ uploadFlow();
+ }}
+ >
+
+
+
+
-
-
-
-
-
- {flow && flow.data && (
-
+
-
-
- )}
+
+
+
+
+
+ {flow && flow.data && (
+
+
+
+
+ )}
+
-
-
- {
- saveFlow(flow);
- setSuccessData({ title: "Changes saved successfully" });
- }}
- disabled={!isPending}
- >
-
+
+
-
+ onClick={(event) => {
+ saveFlow(flow);
+ setSuccessData({ title: "Changes saved successfully" });
+ }}
+ >
+
+
@@ -116,10 +143,10 @@ export default function ExtraSidebar() {
id="search"
placeholder="Search"
className="nopan nodrag noundo nocopy input-search"
- onChange={(e) => {
- handleSearchInput(e.target.value);
+ onChange={(event) => {
+ handleSearchInput(event.target.value);
// Set search input state
- setSearch(e.target.value);
+ setSearch(event.target.value);
}}
/>
@@ -134,39 +161,43 @@ export default function ExtraSidebar() {
{Object.keys(dataFilter)
.sort()
- .map((d: keyof APIObjectType, i) =>
- Object.keys(dataFilter[d]).length > 0 ? (
+ .map((SBSectionName: keyof APIObjectType, index) =>
+ Object.keys(dataFilter[SBSectionName]).length > 0 ? (
- {Object.keys(dataFilter[d])
+ {Object.keys(dataFilter[SBSectionName])
.sort()
- .map((t: string, k) => (
+ .map((SBItemName: string, index) => (
-
+
onDragStart(event, {
- type: t,
- node: data[d][t],
+ type: SBItemName,
+ node: data[SBSectionName][SBItemName],
})
}
onDragEnd={() => {
@@ -179,7 +210,7 @@ export default function ExtraSidebar() {
>
- {data[d][t].display_name}
+ {data[SBSectionName][SBItemName].display_name}
) : (
-
+
)
)}
diff --git a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx
index 06d8ea06d..e036f0360 100644
--- a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx
@@ -9,17 +9,17 @@ import { classNames } from "../../../../utils/utils";
export default function NodeToolbarComponent({ data, setData, deleteNode }) {
const [nodeLength, setNodeLength] = useState(
Object.keys(data.node.template).filter(
- (t) =>
- t.charAt(0) !== "_" &&
- data.node.template[t].show &&
- (data.node.template[t].type === "str" ||
- data.node.template[t].type === "bool" ||
- data.node.template[t].type === "float" ||
- data.node.template[t].type === "code" ||
- data.node.template[t].type === "prompt" ||
- data.node.template[t].type === "file" ||
- data.node.template[t].type === "Any" ||
- data.node.template[t].type === "int")
+ (templateField) =>
+ templateField.charAt(0) !== "_" &&
+ data.node.template[templateField].show &&
+ (data.node.template[templateField].type === "str" ||
+ data.node.template[templateField].type === "bool" ||
+ data.node.template[templateField].type === "float" ||
+ data.node.template[templateField].type === "code" ||
+ data.node.template[templateField].type === "prompt" ||
+ data.node.template[templateField].type === "file" ||
+ data.node.template[templateField].type === "Any" ||
+ data.node.template[templateField].type === "int")
).length
);
diff --git a/src/frontend/src/style/applies.css b/src/frontend/src/style/applies.css
index b45b9eb6f..34f0f6732 100644
--- a/src/frontend/src/style/applies.css
+++ b/src/frontend/src/style/applies.css
@@ -2,976 +2,1027 @@
@tailwind components;
@tailwind utilities;
-
@layer base {
- * {
- @apply border-border;
- }
-
- body {
- @apply bg-background text-foreground;
- font-feature-settings: "rlig" 1, "calt" 1;
- }
+ * {
+ @apply border-border;
+ }
+
+ body {
+ @apply bg-background text-foreground;
+ font-feature-settings: "rlig" 1, "calt" 1;
+ }
}
-
+
@keyframes slideDown {
- from {
- height: 0;
- }
- to {
- height: var(--radix-accordion-content-height);
- }
+ from {
+ height: 0;
+ }
+ to {
+ height: var(--radix-accordion-content-height);
+ }
}
-
+
@keyframes slideUp {
- from {
- height: var(--radix-accordion-content-height);
- }
- to {
- height: 0;
- }
-}
+ from {
+ height: var(--radix-accordion-content-height);
+ }
+ to {
+ height: 0;
+ }
+}
+
+@keyframes gradient-motion-start {
+ 0% {
+ stop-color: rgb(156, 138, 236);
+ }
+ 50% {
+ stop-color: rgb(255, 130, 184);
+ }
+ 80% {
+ stop-color: rgb(255, 165, 100);
+ }
+ 100% {
+ stop-color: rgb(156, 138, 236);
+ }
+}
+
+@keyframes gradient-motion-end {
+ 0% {
+ stop-color: rgb(156, 138, 236);
+ }
+ 50% {
+ stop-color: rgb(255, 165, 100);
+ }
+ 80% {
+ stop-color: rgb(255, 130, 184);
+ }
+ 100% {
+ stop-color: rgb(156, 138, 236);
+ }
+}
@layer components {
- .round-buttons-position {
- @apply fixed right-4
- }
- .side-bar-arrangement {
- @apply flex h-full w-52 flex-col overflow-hidden border-r scrollbar-hide
- }
- .side-bar-search-div-placement {
- @apply relative mx-auto mb-2 mt-2 flex items-center
- }
- .side-bar-components-icon {
- @apply h-6 w-4 text-ring
- }
- .side-bar-components-text {
- @apply w-full truncate pr-1 text-xs text-foreground
- }
- .side-bar-components-div-form {
- @apply flex w-full items-center justify-between rounded-md rounded-l-none border border-l-0 border-dashed border-ring bg-white px-3 py-1 text-sm
- }
- .side-bar-components-border {
- @apply cursor-grab rounded-l-md border-l-8
- }
- .side-bar-components-gap {
- @apply flex flex-col gap-2 p-2
- }
- .side-bar-components-div-arrangement {
- @apply w-full overflow-auto scrollbar-hide
- }
- .search-icon {
- @apply absolute inset-y-0 right-0 flex items-center py-1.5 pr-5
- }
- .extra-side-bar-save-disable {
- @apply text-muted-foreground
- }
- .extra-side-bar-save-disable:hover {
- @apply hover:text-accent-foreground
- }
- .side-bar-button-size {
- @apply h-5 w-5
- }
- .side-bar-button-size:hover {
- @apply hover:text-accent-foreground
- }
- .side-bar-buttons-arrangement {
- @apply mb-2 mt-2 flex w-full items-center justify-between gap-2 px-2
- }
- .extra-side-bar-buttons {
- @apply relative inline-flex w-full items-center justify-center rounded-md bg-background px-2 py-2 text-foreground shadow-sm ring-1 ring-inset ring-input transition-all duration-500 ease-in-out
- }
- .extra-side-bar-buttons:hover {
- @apply hover:bg-muted
- }
- .button-div-style {
- @apply gap-2 flex
- }
- .input-primary{
- @apply disabled:cursor-not-allowed disabled:opacity-50 focus:placeholder-transparent focus:ring-ring focus:border-ring bg-background block text-left border-border form-input px-3 placeholder:text-muted-foreground rounded-md shadow-sm sm:text-sm w-full truncate
- }
-
- /* The same as input-primary but no-truncate */
- .textarea-primary{
- @apply disabled:cursor-not-allowed disabled:opacity-50 focus:placeholder-transparent focus:ring-ring focus:border-ring bg-background block text-left border-border form-input px-3 placeholder:text-muted-foreground rounded-md shadow-sm sm:text-sm w-full
- }
-
- .input-edit-node{
- @apply input-primary border-border pt-0.5 pb-0.5 text-left w-full
- }
- .input-search{
- @apply input-primary pr-7 mx-2
- }
- .input-disable{
- @apply bg-border placeholder:text-ring border-transparent
- }
- .input-dialog{
- @apply text-ring cursor-pointer bg-transparent
- }
- .message-button {
- @apply message-button-position flex h-12 w-12 items-center justify-center rounded-full bg-border px-3 py-1 shadow-md transition-all
- }
-
- .round-button-form {
- @apply flex h-12 w-12 cursor-pointer justify-center rounded-full bg-border px-3 py-1 shadow-md
- }
- .round-button-div {
- @apply flex items-center gap-3
- }
- .build-trigger-loading-icon {
- @apply stroke-build-trigger
- }
- .build-trigger-icon {
- @apply w-6 fill-build-trigger stroke-1 stroke-build-trigger
- }
- .message-button-position {
- @apply fixed bottom-4 right-4
- }
- .message-button-icon {
- @apply fill-chat-trigger stroke-chat-trigger stroke-1
- }
- .disabled-message-button-icon {
- @apply fill-chat-trigger-disabled stroke-chat-trigger-disabled stroke-1
- }
- .components-disclosure-arrangement {
- @apply -mt-px flex w-full select-none items-center justify-between border-y border-y-input bg-muted px-3 py-2
- }
- .components-disclosure-title {
- @apply flex items-center text-sm text-primary
- }
- .components-disclosure-div {
- @apply flex gap-2
- }
- .flow-page-positioning {
- @apply h-full w-full overflow-hidden
- }
- .logspace-page-icon {
- @apply absolute bottom-2 left-7 flex h-6 cursor-pointer flex-col items-center justify-start overflow-hidden rounded-lg bg-foreground px-2 text-center font-sans text-xs tracking-wide text-secondary transition-all duration-500 ease-in-out
- }
-
- .logspace-page-icon:hover {
- @apply hover:h-12
- }
-
- .flex-max-width {
- @apply flex w-full
- }
-
- .main-page-panel {
- @apply flex-max-width h-full flex-col overflow-auto bg-muted px-16
- }
-
- .main-page-nav-arrangement {
- @apply flex-max-width justify-between px-6 py-12 pb-2
- }
-
- .main-page-nav-title {
- @apply flex items-center justify-center gap-2 text-2xl font-semibold
- }
-
- .main-page-nav-button {
- @apply mr-2 w-4
- }
-
- .main-page-description-text {
- @apply flex w-[60%] px-6 pb-14 text-muted-foreground
- }
-
- .main-page-flows-display {
- @apply grid w-full gap-4 p-4 md:grid-cols-2 lg:grid-cols-4
- }
-
- .community-page-arrangement {
- @apply flex-max-width h-full flex-col overflow-auto bg-muted px-16
- }
-
- .community-page-nav-arrangement {
- @apply flex-max-width justify-between px-6 py-12 pb-2
- }
-
- .community-page-nav-title {
- @apply flex items-center justify-center gap-2 text-2xl font-semibold
- }
-
- .community-page-nav-button {
- @apply flex gap-2
- }
-
- .community-page-description-text {
- @apply flex w-[70%] px-6 pb-8 text-muted-foreground
- }
-
- .community-pages-flows-panel {
- @apply grid w-full gap-4 p-4 md:grid-cols-2 lg:grid-cols-4
- }
- .generic-node-div {
- @apply relative flex w-96 flex-col justify-center rounded-lg bg-background
- }
- .generic-node-div-title {
- @apply flex w-full items-center justify-between gap-8 rounded-t-lg border-b bg-muted p-4
- }
- .generic-node-title-arrangement {
- @apply flex-max-width items-center truncate
- }
- .generic-node-icon {
- @apply h-10 w-10 rounded p-1
- }
- .generic-node-tooltip-div {
- @apply ml-2 truncate
- }
- .generic-node-validation-div {
- @apply max-h-96 overflow-auto
- }
-
- .generic-node-status-position {
- @apply relative top-[3px] h-5 w-5
- }
-
- .generic-node-status-animation {
- @apply hidden h-4 w-4 animate-spin rounded-full bg-ring opacity-0
- }
- .generic-node-status {
- @apply h-4 w-4 rounded-full opacity-100
- }
- .green-status {
- @apply generic-node-status bg-status-green
- }
- .red-status {
- @apply generic-node-status bg-status-red
- }
- .yellow-status {
- @apply generic-node-status bg-status-yellow
- }
- .status-build-animation {
- @apply hidden h-4 w-4 animate-spin rounded-full bg-ring opacity-0
- }
- .status-div {
- @apply absolute w-4 duration-200 ease-in-out
- }
- .status-div:hover {
- @apply hover:text-accent-foreground hover:transition-all
- }
- .generic-node-desc {
- @apply h-full w-full py-5 text-foreground
- }
- .generic-node-desc-text {
- @apply w-full px-5 pb-3 text-sm text-muted-foreground
- }
-
- .alert-icon {
- @apply h-5 w-5
- }
- .alert-font-size {
- @apply text-sm font-medium
- }
-
- .error-build-message {
- @apply mt-6 w-96 cursor-pointer rounded-md bg-error-background p-4 shadow-xl
- }
- .error-build-message-circle {
- @apply text-status-red alert-icon
- }
- .error-build-text {
- @apply text-error-foreground
- }
- .error-build-foreground {
- @apply error-build-text alert-font-size
- }
- .error-build-message-div {
- @apply mt-2 text-sm error-build-text
- }
- .error-build-message-list {
- @apply list-disc space-y-1 pl-5
- }
-
- .success-alert {
- @apply mt-6 w-96 rounded-md bg-success-background p-4 shadow-xl
- }
- .success-alert-icon {
- @apply alert-icon text-status-green
- }
- .success-alert-message {
- @apply alert-font-size text-success-foreground
- }
-
- .card-component-title-display {
- @apply round-button-div flex-max-width
- }
- .card-component-image {
- @apply flex h-7 w-7 items-center justify-center rounded-full text-2xl
- }
- .card-component-title-size {
- @apply inline-block w-full flex-1 break-words truncate-doubleline
- }
- .card-component-delete-button {
- @apply flex self-start
- }
- .card-component-delete-icon {
- @apply h-4 w-4 text-primary opacity-0 transition-all group-hover:opacity-100
- }
- .card-component-desc {
- @apply pb-2 pt-2
- }
- .card-component-desc-text {
- @apply truncate-doubleline
- }
- .card-component-footer-arrangement {
- @apply flex-max-width items-end justify-between gap-2
- }
- .card-component-footer {
- @apply flex flex-wrap gap-2
- }
-
- .unused-side-bar-aside {
- @apply flex flex-shrink-0 flex-col overflow-hidden border-r transition-all duration-500
- }
- .unused-side-bar-arrangement {
- @apply flex h-full w-52 flex-col items-start overflow-y-auto border bg-background scrollbar-hide
- }
- .unused-side-bar-division {
- @apply flex-max-width flex-grow flex-col
- }
- .unused-side-bar-nav {
- @apply flex-1 space-y-1
- }
- .unused-side-bar-link {
- @apply flex-max-width items-center rounded-md py-2 pl-2 text-sm font-medium
- }
- .unused-side-bar-link-colors-true {
- @apply bg-muted text-foreground
- }
- .unused-side-bar-link-colors-false {
- @apply bg-background text-muted-foreground hover:bg-muted hover:text-foreground
- }
- .unused-side-bar-icon {
- @apply mr-3 flex-shrink-0 h-6 w-6
- }
- .unused-side-bar-icon-false {
- @apply text-ring group-hover:text-accent-foreground
- }
- .unused-side-bar-disclosure {
- @apply unused-side-bar-link pr-1 text-left
- }
- .unused-side-bar-disclosure:focus {
- @apply focus:outline-none focus:ring-1 focus:ring-ring
- }
- .unused-side-bar-disclosure-icon {
- @apply unused-side-bar-icon text-ring group-hover:text-accent-foreground
- }
- .unused-side-bar-svg-true {
- @apply text-ring rotate-90
- }
- .unused-side-bar-svg {
- @apply ml-3 h-5 w-5 flex-shrink-0 duration-150 ease-in-out group-hover:text-accent-foreground
- }
- .unused-side-bar-disclosure-panel {
- @apply flex w-full items-center rounded-md py-2 pl-11 pr-2 text-sm font-medium
- }
-
- .code-area-component {
- @apply pointer-events-none w-full cursor-not-allowed
- }
- .code-area-input-positioning {
- @apply flex-max-width items-center
- }
- .code-area-external-link {
- @apply w-6 h-6 ml-3
- }
- .code-area-external-link:hover {
- @apply hover:text-accent-foreground
- }
-
- .dropdown-component-outline {
- @apply input-edit-node relative pr-8
- }
- .dropdown-component-false-outline {
- @apply input-primary py-2 pl-3 pr-10 text-left
- }
- .dropdown-component-display {
- @apply block w-full truncate bg-background
- }
- .dropdown-component-arrow {
- @apply pointer-events-none absolute inset-y-0 right-0 flex items-center pr-2
- }
- .dropdown-component-arrow-color {
- @apply h-5 w-5 extra-side-bar-save-disable
- }
- .dropdown-component-options {
- @apply z-10 mt-1 max-h-60 overflow-auto rounded-md bg-background py-1 text-base shadow-lg ring-1 ring-black ring-opacity-5 focus:outline-none sm:text-sm
- }
- .dropdown-component-true-options {
- @apply dropdown-component-options lg:w-[32%]
- }
- .dropdown-component-false-options {
- @apply dropdown-component-options w-full
- }
- .dropdown-component-option {
- @apply relative cursor-default select-none
- }
- .dropdown-component-false-option {
- @apply dropdown-component-option py-0.5 pl-3 pr-12
- }
- .dropdown-component-true-option {
- @apply dropdown-component-option py-2 pl-3 pr-9
- }
- .dropdown-component-choosal {
- @apply absolute inset-y-0 right-0 flex items-center pr-4
- }
- .dropdown-component-check-icon {
- @apply h-5 w-5 text-black
- }
-
- .edit-flow-arrangement {
- @apply flex justify-between
- }
- .edit-flow-span {
- @apply ml-10 animate-pulse text-status-red
- }
-
- .float-component-pointer {
- @apply pointer-events-none cursor-not-allowed
- }
-
- .header-menu-bar {
- @apply flex items-center gap-0.5 rounded-md px-1.5 py-1 text-sm font-medium
- }
- .header-menu-bar-display {
- @apply flex max-w-[200px] items-center gap-2 cursor-pointer
- }
- .header-menu-flow-name {
- @apply flex-1 truncate
- }
- .header-menu-options {
- @apply mr-2 h-4 w-4
- }
-
- .header-arrangement {
- @apply flex-max-width h-12 items-center justify-between border-border bg-muted
- }
- .header-start-display {
- @apply flex w-96 items-center justify-start gap-2
- }
- .header-end-division {
- @apply flex w-96 justify-end px-2
- }
- .header-end-display {
- @apply ml-auto mr-2 flex items-center gap-5
- }
- .header-github-link-box {
- @apply border border-input h-9 px-3 pr-0 rounded-md inline-flex shadow-sm items-center justify-center
- }
- .header-github-link {
- @apply text-sm font-medium disabled:opacity-50 disabled:pointer-events-none ring-offset-background text-muted-foreground header-github-link-box
- }
- .header-github-link:focus-visible {
- @apply focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2
- }
- .header-github-link:hover {
- @apply hover:bg-accent hover:text-accent-foreground
- }
- .header-github-display {
- @apply -mr-px ml-2 flex h-9 items-center justify-center rounded-md rounded-l-none border bg-background px-2 text-sm
- }
- .header-notifications-box {
- @apply fixed left-0 top-0 h-screen w-screen
- }
- .header-notifications {
- @apply absolute right-[3px] h-1.5 w-1.5 rounded-full bg-destructive
- }
-
- .input-component-div {
- @apply pointer-events-none relative cursor-not-allowed
- }
- .input-component-button {
- @apply absolute inset-y-0 right-0 items-center text-muted-foreground
- }
- .input-component-true-button {
- @apply input-component-button pr-2
- }
- .input-component-false-button {
- @apply input-component-button px-4
- }
- .input-component-true-svg {
- @apply absolute bottom-0.5 right-2 side-bar-button-size
- }
- .input-component-false-svg {
- @apply absolute bottom-2 right-3 side-bar-button-size
- }
-
- .input-file-component {
- @apply flex-max-width items-center
- }
-
- .toggle-component-switch {
- @apply relative inline-flex h-6 w-11 flex-shrink-0 cursor-pointer rounded-full border-2 border-transparent transition-colors duration-200 ease-in-out
- }
- .toggle-component-switch:focus {
- @apply focus:outline-none focus:ring-1 focus:ring-primary focus:ring-offset-1
- }
- .toggle-component-span {
- @apply pointer-events-none relative inline-block h-5 w-5 transform rounded-full shadow ring-0 transition duration-200 ease-in-out
- }
- .toggle-component-second-span {
- @apply absolute inset-0 flex h-full w-full items-center justify-center transition-opacity
- }
-
- .app-div {
- @apply fixed bottom-5 left-5 flex flex-col-reverse
- }
-
- .chat-input-modal-txtarea {
- @apply form-input block w-full rounded-md border-ring pr-10 custom-scroll sm:text-sm
- }
- .chat-input-modal-div {
- @apply absolute bottom-0.5 right-3
- }
- .chat-input-modal-lock {
- @apply side-bar-button-size animate-pulse text-ring
- }
- .chat-input-modal-send {
- @apply side-bar-button-size text-ring hover:text-muted-foreground
- }
-
- .code-block-modal {
- @apply flex items-center justify-between px-4 py-1.5
- }
- .code-block-modal-span {
- @apply text-xs lowercase text-muted-foreground
- }
- .code-block-modal-button {
- @apply flex items-center gap-1.5 rounded bg-none p-1 text-xs text-muted-foreground
- }
-
- .chat-message-modal {
- @apply flex-max-width py-2 pl-2
- }
- .chat-message-modal-div {
- @apply my-3 flex h-8 w-8 items-center justify-center overflow-hidden rounded-full
- }
- .chat-message-modal-img {
- @apply absolute scale-150 transition-opacity duration-500
- }
- .chat-message-modal-display {
- @apply flex-max-width items-center text-start
- }
- .chat-message-modal-text {
- @apply relative inline-block w-full text-start text-sm font-normal text-muted-foreground
- }
- .chat-message-modal-icon-div {
- @apply absolute -left-2 -top-1 cursor-pointer
- }
- .chat-message-modal-thought {
- @apply ml-3 inline-block h-full w-[95%] rounded-md border border-ring bg-muted px-2 pb-3 pt-3 text-start text-muted-foreground chat-message-modal-thought-cursor
- }
- .chat-message-modal-thought-cursor {
- @apply cursor-pointer scrollbar-hide overflow-scroll
- }
- .chat-message-modal-markdown {
- @apply w-full px-4 pb-3 pr-8 pt-3
- }
- .chat-message-modal-markdown-span {
- @apply mt-1 animate-pulse cursor-default
- }
- .chat-message-modal-alert {
- @apply inline-block px-3 text-start text-muted-foreground
- }
-
- .file-card-modal-image-div {
- @apply absolute right-0 top-0 rounded-bl-lg bg-muted px-1 text-sm font-bold text-foreground
- }
- .file-card-modal-image-button {
- @apply px-2 py-1 text-ring
- }
- .file-card-modal-button {
- @apply flex w-1/2 items-center justify-between rounded border border-ring bg-muted px-2 py-2 text-foreground shadow hover:drop-shadow-lg
- }
- .file-card-modal-div {
- @apply mr-2 flex-max-width items-center gap-2 text-current
- }
- .file-card-modal-footer {
- @apply flex flex-col items-start
- }
- .file-card-modal-name {
- @apply truncate text-sm text-current
- }
- .file-card-modal-type {
- @apply truncate text-xs text-ring
- }
-
- .send-message-modal-transition {
- @apply fixed inset-0 bg-black bg-opacity-80 backdrop-blur-sm transition-opacity
- }
- .chat-modal-box {
- @apply fixed inset-0 z-10 overflow-y-auto
- }
- .chat-modal-box-div {
- @apply flex h-full items-end justify-center p-4 text-center sm:items-center sm:p-0
- }
- .chat-modal-dialog-panel {
- @apply relative flex h-[95%] w-[690px] transform flex-col justify-between overflow-hidden rounded-lg bg-background text-left shadow-xl drop-shadow-2xl transition-all
- }
- .chat-modal-dialog-panel-div {
- @apply relative w-full p-4
- }
- .chat-modal-dialog-trash-panel {
- @apply absolute right-10 top-2 z-30 text-muted-foreground hover:text-status-red
- }
- .chat-modal-dialog-x-panel {
- @apply absolute right-2 top-1.5 z-30 text-muted-foreground hover:text-status-red
- }
- .chat-modal-dialog-history {
- @apply flex-max-width h-full flex-col items-center overflow-scroll border-t bg-background scrollbar-hide
- }
- .chat-modal-dialog-span-box {
- @apply flex-max-width h-full flex-col items-center justify-center text-center align-middle
- }
- .chat-modal-dialog-desc {
- @apply w-2/4 rounded-md border border-input bg-muted px-6 py-8
- }
- .chat-modal-input-div {
- @apply flex-max-width flex-col items-center justify-between border-t bg-background p-3
- }
- .chat-modal-input {
- @apply relative mt-1 w-full rounded-md shadow-sm
- }
- .code-area-modal-editor-div {
- @apply mt-2 flex-max-width h-full
- }
- .code-area-modal-editor-box {
- @apply h-[300px] w-full rounded-lg border-[1px] border-ring custom-scroll
- }
-
- .edit-node-modal-variable {
- @apply h-5 w-5 stroke-2 pe-1 text-muted-foreground
- }
- .edit-node-modal-span {
- @apply text-sm font-semibold text-primary
- }
- .edit-node-modal-arrangement {
- @apply flex-max-width h-fit max-h-[400px]
- }
- .edit-node-modal-box {
- @apply w-full rounded-lg border-[1px] border-input bg-background
- }
- .edit-node-modal-table {
- @apply flex h-fit flex-col gap-5
- }
- .edit-node-modal-table-header {
- @apply h-10 border-input text-xs font-medium text-ring
- }
- .edit-node-modal-table-cell {
- @apply p-0 text-center text-sm text-foreground truncate sm:px-3
- }
- .edit-node-modal-second-cell {
- @apply w-[300px] p-0 text-center text-xs text-foreground
- }
-
- .generic-modal-txtarea-div {
- @apply mt-2 flex-max-width h-full
- }
-
- .button-box-modal-div {
- @apply flex transform flex-col items-center justify-center rounded-lg border border-ring text-center shadow hover:scale-105 hover:shadow-lg
- }
-
- .dialog-header-modal-div {
- @apply absolute left-0 top-2 z-50 hidden pl-4 pt-4 sm:block
- }
- .dialog-header-modal-button {
- @apply rounded-sm opacity-70 ring-offset-background transition-opacity hover:opacity-100 focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2
- }
-
- .dialog-modal-examples-div {
- @apply h-full w-full overflow-y-auto scrollbar-hide
- }
- .dialog-modal-example-true {
- @apply mx-auto flex flex-row flex-wrap items-start justify-center overflow-auto
- }
- .dialog-modal-example-false {
- @apply flex flex-row items-center justify-center
- }
- .dialog-modal-button-box-div {
- @apply flex-max-width h-full items-center justify-evenly
- }
- .document-icon {
- @apply h-10 w-10 flex-shrink-0
- }
- .loading-component-div {
- @apply flex items-center justify-center align-middle
- }
- .dialog-modal-footer {
- @apply mt-2 flex-max-width items-center justify-center
- }
- .dialog-modal-footer-link {
- @apply flex items-center justify-center text-muted-foreground
- }
-
- .node-modal-div {
- @apply fixed inset-0 bg-ring bg-opacity-75 transition-opacity
- }
- .node-modal-dialog-arrangement {
- @apply fixed inset-0 z-10 overflow-y-auto
- }
- .node-modal-dialog-div {
- @apply flex h-full items-end justify-center p-4 text-center sm:items-center sm:p-0
- }
- .node-modal-dialog-panel {
- @apply relative flex h-[600px] w-[700px] transform flex-col justify-between overflow-hidden rounded-lg bg-background text-left shadow-xl transition-all sm:my-8
- }
- .node-modal-dialog-panel-div {
- @apply absolute right-0 top-0 z-50 hidden pr-4 pt-4 sm:block
- }
- .node-modal-dialog-button {
- @apply rounded-md text-ring hover:text-accent-foreground
- }
- .node-modal-dialog-icon-div {
- @apply flex-max-width h-full flex-col items-center justify-center
- }
- .node-modal-icon-arrangement {
- @apply z-10 flex-max-width justify-center pb-4 shadow-sm
- }
- .node-modal-icon {
- @apply mt-4 h-10 w-10 rounded p-1
- }
- .node-modal-title-div {
- @apply mt-4 text-center sm:ml-4 sm:text-left
- }
- .node-modal-title {
- @apply text-lg font-medium leading-10 text-foreground
- }
- .node-modal-template-div {
- @apply flex-max-width h-full flex-row items-center justify-center gap-4 bg-input p-4
- }
- .node-modal-template {
- @apply w-full rounded-lg bg-background px-4 shadow sm:p-4
- }
- .node-modal-template-column {
- @apply flex h-full flex-col gap-5
- }
- .node-modal-button-box {
- @apply flex-max-width flex-row-reverse bg-input px-4 pb-3
- }
- .node-modal-button {
- @apply inline-flex w-full justify-center rounded-md border border-transparent bg-status-red px-4 py-2 text-base font-medium text-background shadow-sm hover:bg-ring sm:ml-3 sm:w-auto sm:text-sm
- }
- .node-modal-button:focus {
- @apply focus:outline-none focus:ring-1 focus:ring-ring focus:ring-offset-1
- }
-
- .prompt-modal-icon-box {
- @apply mx-auto mt-4 flex h-12 w-12 flex-shrink-0 items-center justify-center rounded-full bg-almost-light-blue sm:mx-0 sm:h-10 sm:w-10
- }
- .prompt-modal-icon {
- @apply h-6 w-6 text-almost-medium-blue
- }
- .prompt-modal-txtarea-arrangement {
- @apply flex-max-width h-full flex-row items-center justify-center gap-4 overflow-auto bg-accent p-4
- }
- .prompt-modal-txtarea-box {
- @apply h-full w-full overflow-hidden rounded-lg bg-background px-4 py-5 shadow sm:p-6
- }
- .prompt-modal-txtarea {
- @apply form-input h-full w-full rounded-lg border-ring
- }
-
- .txtarea-modal-arrangement {
- @apply flex h-full w-full flex-row items-center justify-center gap-4 bg-input p-4
- }
- .txtarea-modal-box {
- @apply w-full overflow-hidden rounded-lg bg-background px-4 py-5 shadow sm:p-6
- }
- .txtarea-modal-input {
- @apply form-input h-full w-full
- }
-
- .api-modal-tabs {
- @apply lg:w-full h-full flex flex-col overflow-hidden text-center bg-muted rounded-md border sm:w-[75vw]
- }
- .api-modal-tablist-div {
- @apply flex items-center justify-between px-2
- }
- .api-modal-tabs-content {
- @apply overflow-hidden w-full h-full px-4 pb-4 -mt-1
- }
- .api-modal-accordion-display {
- @apply flex w-full h-full mt-2
- }
- .api-modal-table-arrangement {
- @apply flex flex-col gap-5 h-fit
- }
-
- .icons-parameters-comp{
- @apply ml-3 h-6 w-6
- }
-
- .form-modal-lock-true {
- @apply bg-input text-primary
- }
- .form-modal-no-input {
- @apply bg-input text-center text-primary dark:bg-gray-700 dark:text-gray-300
- }
- .form-modal-lock-false {
- @apply bg-white text-primary
- }
- .code-highlight{
- @apply block px-3 py-2 w-full max-h-[64vh] text-sm outline-0 border-0 break-all overflow-y-hidden
- }
-
- .code-nohighlight{
- @apply block px-3 py-2 w-full max-h-[70vh] text-sm outline-0 border-0 break-all overflow-y-hidden
- }
- .form-modal-lockchat {
- @apply form-input focus:ring-ring focus:border-ring block w-full rounded-md border-border p-4 pr-16 custom-scroll sm:text-sm
- }
- .form-modal-send-icon-position {
- @apply absolute bottom-2 right-4
- }
- .form-modal-send-button {
- @apply rounded-md p-2 px-1 transition-all duration-300
- }
- .form-modal-lock-icon {
- @apply ml-1 mr-1 h-5 w-5 animate-pulse
- }
- .form-modal-send-icon {
- @apply mr-2 h-5 w-5 rotate-[44deg]
- }
- .form-modal-play-icon {
- @apply h-5 w-5 mx-1
- }
- .form-modal-chat-position {
- @apply flex-max-width px-2 py-6 pl-4 pr-9
- }
- .form-modal-chatbot-icon {
- @apply mb-3 ml-3 mr-6 mt-1
- }
- .form-modal-chat-image {
- @apply flex flex-col items-center gap-1
- }
- .form-modal-chat-img-box {
- @apply relative flex h-8 w-8 items-center justify-center overflow-hidden rounded-md p-5 text-2xl
- }
- .form-modal-chat-bot-icon {
- @apply form-modal-chat-img-box bg-chat-bot-icon
- }
- .form-modal-chat-user-icon {
- @apply form-modal-chat-img-box bg-chat-user-icon
- }
- .form-modal-chat-icon-img {
- @apply absolute scale-[60%]
- }
- .form-modal-chat-text-position {
- @apply flex w-full flex-1 text-start
- }
- .form-modal-chat-text {
- @apply relative flex w-full flex-col text-start text-sm font-normal text-muted-foreground
- }
- .form-modal-chat-icon-div {
- @apply absolute -left-6 -top-3 cursor-pointer
- }
- .form-modal-chat-icon {
- @apply h-4 w-4 animate-bounce
- }
- .form-modal-chat-thought-border {
- @apply rounded-md border border-ring/60
- }
- .form-modal-chat-thought-size {
- @apply inline-block h-full w-[95%]
- }
- .form-modal-chat-thought {
- @apply cursor-pointer overflow-scroll bg-background text-start text-primary scrollbar-hide form-modal-chat-thought-border form-modal-chat-thought-size py-2 px-2
- }
- .form-modal-markdown-span {
- @apply mt-1 animate-pulse cursor-default
- }
- .form-modal-initial-prompt-btn {
- @apply mb-2 flex items-center gap-2 rounded-md border border-border bg-background shadow-sm px-4 py-2 text-sm font-semibold
- }
- .form-modal-iv-box {
- @apply mt-2 flex-max-width h-[80vh]
- }
- .form-modal-iv-size {
- @apply mr-6 flex h-full w-2/6 flex-col justify-start overflow-auto scrollbar-hide
- }
- .file-component-arrangement {
- @apply flex items-center py-2
- }
- .file-component-variable {
- @apply -ml-px mr-1 h-4 w-4 text-primary
- }
- .file-component-variables-span {
- @apply font-semibold text-primary
- }
- .file-component-variables-title {
- @apply flex items-center justify-between pt-2
- }
- .file-component-variables-div {
- @apply mr-2.5 flex items-center
- }
- .file-component-variables-title-txt {
- @apply text-sm font-medium text-primary
- }
- .file-component-accordion-div {
- @apply flex items-start gap-3
- }
- .file-component-badge-div {
- @apply flex-max-width items-center justify-between
- }
- .file-component-tab-column {
- @apply flex flex-col gap-2 p-1
- }
- .tab-accordion-badge-div {
- @apply flex flex-1 items-center justify-between py-4 text-sm font-normal text-muted-foreground transition-all
- }
- .eraser-column-arrangement {
- @apply flex-max-width flex-1 flex-col
- }
- .eraser-size {
- @apply relative flex h-full w-full flex-col rounded-md border bg-muted
- }
- .eraser-position {
- @apply absolute right-3 top-3 z-50
- }
- .chat-message-div {
- @apply flex-max-width h-full flex-col items-center overflow-scroll scrollbar-hide
- }
- .chat-alert-box {
- @apply flex-max-width h-full flex-col items-center justify-center text-center align-middle
- }
- .langflow-chat-span {
- @apply text-lg text-foreground
- }
- .langflow-chat-desc {
- @apply w-2/4 rounded-md border border-border bg-muted px-6 py-8
- }
- .langflow-chat-desc-span {
- @apply text-base text-muted-foreground
- }
- .langflow-chat-input-div {
- @apply flex-max-width flex-col items-center justify-between px-8 pb-6
- }
- .langflow-chat-input {
- @apply relative w-full rounded-md shadow-sm
- }
-
- .tooltip-fixed-width{
- @apply max-w-[30vw] max-h-[20vh] overflow-auto
- }
-
- .ace-editor-arrangement {
- @apply flex-max-width h-full flex-col transition-all
- }
- .ace-editor {
- @apply h-full w-full rounded-lg border-[1px] border-border custom-scroll
- }
- .ace-editor-save-btn {
- @apply flex-max-width h-fit justify-end
- }
-
- .export-modal-save-api {
- @apply font-medium leading-none peer-disabled:cursor-not-allowed peer-disabled:opacity-70
- }
-
- .chat-message-highlight {
- @apply px-0.5 rounded-md bg-indigo-100 dark:bg-indigo-900
- }
- }
\ No newline at end of file
+ .round-buttons-position {
+ @apply fixed right-4;
+ }
+ .side-bar-arrangement {
+ @apply flex h-full w-52 flex-col overflow-hidden border-r scrollbar-hide;
+ }
+ .side-bar-search-div-placement {
+ @apply relative mx-auto mb-2 mt-2 flex items-center;
+ }
+ .side-bar-components-icon {
+ @apply h-6 w-4 text-ring;
+ }
+ .side-bar-components-text {
+ @apply w-full truncate pr-1 text-xs text-foreground;
+ }
+ .side-bar-components-div-form {
+ @apply flex w-full items-center justify-between rounded-md rounded-l-none border border-l-0 border-dashed border-ring bg-white px-3 py-1 text-sm;
+ }
+ .side-bar-components-border {
+ @apply cursor-grab rounded-l-md border-l-8;
+ }
+ .side-bar-components-gap {
+ @apply flex flex-col gap-2 p-2;
+ }
+ .side-bar-components-div-arrangement {
+ @apply w-full overflow-auto scrollbar-hide pb-10;
+ }
+ .search-icon {
+ @apply absolute inset-y-0 right-0 flex items-center py-1.5 pr-5;
+ }
+ .extra-side-bar-save-disable {
+ @apply text-muted-foreground;
+ }
+ .extra-side-bar-save-disable:hover {
+ @apply hover:text-accent-foreground;
+ }
+ .side-bar-button-size {
+ @apply h-5 w-5;
+ }
+ .side-bar-button-size:hover {
+ @apply hover:text-accent-foreground;
+ }
+ .side-bar-buttons-arrangement {
+ @apply mb-2 mt-2 flex w-full items-center justify-between gap-2 px-2;
+ }
+ .side-bar-button {
+ @apply flex w-full;
+ }
+ .button-disable {
+ @apply pointer-events-none;
+ }
+ .extra-side-bar-buttons {
+ @apply relative inline-flex w-full items-center justify-center rounded-md bg-background px-2 py-2 text-foreground shadow-sm ring-1 ring-inset ring-input transition-all duration-500 ease-in-out;
+ }
+ .extra-side-bar-buttons:hover {
+ @apply hover:bg-muted;
+ }
+ .button-div-style {
+ @apply flex gap-2;
+ }
+ .primary-input {
+ @apply form-input block w-full truncate rounded-md border-border bg-background px-3 text-left shadow-sm placeholder:text-muted-foreground focus:border-ring focus:placeholder-transparent focus:ring-ring disabled:cursor-not-allowed disabled:opacity-50 sm:text-sm;
+ }
+
+ /* The same as primary-input but no-truncate */
+ .textarea-primary {
+ @apply form-input block w-full rounded-md border-border bg-background px-3 text-left shadow-sm placeholder:text-muted-foreground focus:border-ring focus:placeholder-transparent focus:ring-ring disabled:cursor-not-allowed disabled:opacity-50 sm:text-sm;
+ }
+
+ .input-edit-node {
+ @apply primary-input w-full pb-0.5 pt-0.5 text-left;
+ }
+ .input-search {
+ @apply primary-input mx-2 pr-7;
+ }
+ .input-disable {
+ @apply border-transparent bg-border placeholder:text-ring;
+ }
+ .input-dialog {
+ @apply cursor-pointer bg-transparent text-ring;
+ }
+ .message-button {
+ @apply message-button-position flex h-12 w-12 items-center justify-center rounded-full bg-border px-3 py-1 shadow-md transition-all;
+ }
+
+ .round-button-form {
+ @apply flex h-12 w-12 cursor-pointer justify-center rounded-full bg-border px-3 py-1 shadow-md;
+ }
+ .round-button-div {
+ @apply flex items-center gap-3;
+ }
+ .build-trigger-loading-icon {
+ @apply stroke-build-trigger;
+ }
+ .build-trigger-icon {
+ @apply w-6 fill-build-trigger stroke-build-trigger stroke-1;
+ }
+ .message-button-position {
+ @apply fixed bottom-4 right-4;
+ }
+ .message-button-icon {
+ @apply fill-chat-trigger stroke-chat-trigger stroke-1;
+ }
+ .disabled-message-button-icon {
+ @apply fill-chat-trigger-disabled stroke-chat-trigger-disabled stroke-1;
+ }
+ .components-disclosure-arrangement {
+ @apply -mt-px flex w-full select-none items-center justify-between border-y border-y-input bg-muted px-3 py-2;
+ }
+ .components-disclosure-title {
+ @apply flex items-center text-sm text-primary;
+ }
+ .components-disclosure-div {
+ @apply flex gap-2;
+ }
+ .flow-page-positioning {
+ @apply h-full w-full overflow-hidden;
+ }
+ .logspace-page-icon {
+ @apply absolute bottom-2 left-7 flex h-6 cursor-pointer flex-col items-center justify-start overflow-hidden rounded-lg bg-foreground px-2 text-center font-sans text-xs tracking-wide text-secondary transition-all duration-500 ease-in-out;
+ }
+
+ .logspace-page-icon:hover {
+ @apply hover:h-12;
+ }
+
+ .flex-max-width {
+ @apply flex w-full;
+ }
+
+ .main-page-panel {
+ @apply flex-max-width h-full flex-col overflow-auto bg-muted px-16;
+ }
+
+ .main-page-nav-arrangement {
+ @apply flex-max-width justify-between px-6 py-12 pb-2;
+ }
+
+ .main-page-nav-title {
+ @apply flex items-center justify-center gap-2 text-2xl font-semibold;
+ }
+
+ .main-page-nav-button {
+ @apply mr-2 w-4;
+ }
+
+ .main-page-description-text {
+ @apply flex w-[60%] px-6 pb-14 text-muted-foreground;
+ }
+
+ .main-page-flows-display {
+ @apply grid w-full gap-4 p-4 md:grid-cols-2 lg:grid-cols-4;
+ }
+
+ .community-page-arrangement {
+ @apply flex-max-width h-full flex-col overflow-auto bg-muted px-16;
+ }
+
+ .community-page-nav-arrangement {
+ @apply flex-max-width justify-between px-6 py-12 pb-2;
+ }
+
+ .community-page-nav-title {
+ @apply flex items-center justify-center gap-2 text-2xl font-semibold;
+ }
+
+ .community-page-nav-button {
+ @apply flex gap-2;
+ }
+
+ .community-page-description-text {
+ @apply flex w-[70%] px-6 pb-8 text-muted-foreground;
+ }
+
+ .community-pages-flows-panel {
+ @apply grid w-full gap-4 p-4 md:grid-cols-2 lg:grid-cols-4;
+ }
+ .generic-node-div {
+ @apply relative flex w-96 flex-col justify-center rounded-lg bg-background;
+ }
+ .generic-node-div-title {
+ @apply flex w-full items-center justify-between gap-8 rounded-t-lg border-b bg-muted p-4;
+ }
+ .generic-node-title-arrangement {
+ @apply flex-max-width items-center truncate;
+ }
+ .generic-node-icon {
+ @apply h-10 w-10 rounded p-1;
+ }
+ .generic-node-tooltip-div {
+ @apply ml-2 truncate;
+ }
+ .generic-node-validation-div {
+ @apply max-h-96 overflow-auto;
+ }
+
+ .generic-node-status-position {
+ @apply relative top-[3px] h-5 w-5;
+ }
+
+ .generic-node-status-animation {
+ @apply hidden h-4 w-4 animate-spin rounded-full bg-ring opacity-0;
+ }
+ .generic-node-status {
+ @apply h-4 w-4 rounded-full opacity-100;
+ }
+ .green-status {
+ @apply generic-node-status bg-status-green;
+ }
+ .red-status {
+ @apply generic-node-status bg-status-red;
+ }
+ .yellow-status {
+ @apply generic-node-status bg-status-yellow;
+ }
+ .status-build-animation {
+ @apply hidden h-4 w-4 animate-spin rounded-full bg-ring opacity-0;
+ }
+ .status-div {
+ @apply absolute w-4 duration-200 ease-in-out;
+ }
+ .status-div:hover {
+ @apply hover:text-accent-foreground hover:transition-all;
+ }
+ .generic-node-desc {
+ @apply h-full w-full py-5 text-foreground;
+ }
+ .generic-node-desc-text {
+ @apply w-full px-5 pb-3 text-sm text-muted-foreground;
+ }
+
+ .alert-icon {
+ @apply h-5 w-5;
+ }
+ .alert-font-size {
+ @apply text-sm font-medium;
+ }
+
+ .error-build-message {
+ @apply mt-6 w-96 cursor-pointer rounded-md bg-error-background p-4 shadow-xl;
+ }
+ .error-build-message-circle {
+ @apply alert-icon text-status-red;
+ }
+ .error-build-text {
+ @apply text-error-foreground word-break-break-word;
+ }
+ .error-build-foreground {
+ @apply error-build-text alert-font-size;
+ }
+ .error-build-message-div {
+ @apply error-build-text mt-2 text-sm;
+ }
+ .error-build-message-list {
+ @apply list-disc space-y-1 pl-5;
+ }
+
+ .success-alert {
+ @apply mt-6 w-96 rounded-md bg-success-background p-4 shadow-xl;
+ }
+ .success-alert-icon {
+ @apply alert-icon text-status-green;
+ }
+ .success-alert-message {
+ @apply word-break-break-word alert-font-size text-success-foreground;
+ }
+
+ .card-component-title-display {
+ @apply round-button-div flex-max-width;
+ }
+ .card-component-image {
+ @apply flex h-7 w-7 items-center justify-center rounded-full text-2xl;
+ }
+ .card-component-title-size {
+ @apply w-full flex-1 word-break-break-word truncate-doubleline;
+ }
+ .card-component-delete-button {
+ @apply flex self-start;
+ }
+ .card-component-delete-icon {
+ @apply h-4 w-4 text-primary opacity-0 transition-all group-hover:opacity-100;
+ }
+ .card-component-desc {
+ @apply pb-2 pt-2;
+ }
+ .card-component-desc-text {
+ @apply truncate-doubleline;
+ }
+ .card-component-footer-arrangement {
+ @apply flex-max-width items-end justify-between gap-2;
+ }
+ .card-component-footer {
+ @apply flex flex-wrap gap-2;
+ }
+
+ .unused-side-bar-aside {
+ @apply flex flex-shrink-0 flex-col overflow-hidden border-r transition-all duration-500;
+ }
+ .unused-side-bar-arrangement {
+ @apply flex h-full w-52 flex-col items-start overflow-y-auto border bg-background scrollbar-hide;
+ }
+ .unused-side-bar-division {
+ @apply flex-max-width flex-grow flex-col;
+ }
+ .unused-side-bar-nav {
+ @apply flex-1 space-y-1;
+ }
+ .unused-side-bar-link {
+ @apply flex-max-width items-center rounded-md py-2 pl-2 text-sm font-medium;
+ }
+ .unused-side-bar-link-colors-true {
+ @apply bg-muted text-foreground;
+ }
+ .unused-side-bar-link-colors-false {
+ @apply bg-background text-muted-foreground hover:bg-muted hover:text-foreground;
+ }
+ .unused-side-bar-icon {
+ @apply mr-3 h-6 w-6 flex-shrink-0;
+ }
+ .unused-side-bar-icon-false {
+ @apply text-ring group-hover:text-accent-foreground;
+ }
+ .unused-side-bar-disclosure {
+ @apply unused-side-bar-link pr-1 text-left;
+ }
+ .unused-side-bar-disclosure:focus {
+ @apply focus:outline-none focus:ring-1 focus:ring-ring;
+ }
+ .unused-side-bar-disclosure-icon {
+ @apply unused-side-bar-icon text-ring group-hover:text-accent-foreground;
+ }
+ .unused-side-bar-svg-true {
+ @apply rotate-90 text-ring;
+ }
+ .unused-side-bar-svg {
+ @apply ml-3 h-5 w-5 flex-shrink-0 duration-150 ease-in-out group-hover:text-accent-foreground;
+ }
+ .unused-side-bar-disclosure-panel {
+ @apply flex w-full items-center rounded-md py-2 pl-11 pr-2 text-sm font-medium;
+ }
+
+ .code-area-component {
+ @apply pointer-events-none w-full cursor-not-allowed;
+ }
+ .code-area-input-positioning {
+ @apply flex-max-width items-center;
+ }
+ .code-area-external-link {
+ @apply ml-3 h-6 w-6;
+ }
+ .code-area-external-link:hover {
+ @apply hover:text-accent-foreground;
+ }
+
+ .dropdown-component-outline {
+ @apply input-edit-node relative pr-8;
+ }
+ .dropdown-component-false-outline {
+ @apply primary-input py-2 pl-3 pr-10 text-left;
+ }
+ .dropdown-component-display {
+ @apply block w-full truncate bg-background;
+ }
+ .dropdown-component-arrow {
+ @apply pointer-events-none absolute inset-y-0 right-0 flex items-center pr-2;
+ }
+ .dropdown-component-arrow-color {
+ @apply extra-side-bar-save-disable h-5 w-5;
+ }
+ .dropdown-component-options {
+ @apply z-10 mt-1 max-h-60 overflow-auto rounded-md bg-background py-1 text-base shadow-lg ring-1 ring-black ring-opacity-5 focus:outline-none sm:text-sm;
+ }
+ .dropdown-component-true-options {
+ @apply dropdown-component-options lg:w-[32%];
+ }
+ .dropdown-component-false-options {
+ @apply dropdown-component-options w-full;
+ }
+ .dropdown-component-option {
+ @apply relative cursor-default select-none;
+ }
+ .dropdown-component-false-option {
+ @apply dropdown-component-option py-0.5 pl-3 pr-12;
+ }
+ .dropdown-component-true-option {
+ @apply dropdown-component-option py-2 pl-3 pr-9;
+ }
+ .dropdown-component-choosal {
+ @apply absolute inset-y-0 right-0 flex items-center pr-4;
+ }
+ .dropdown-component-check-icon {
+ @apply h-5 w-5 text-black;
+ }
+
+ .edit-flow-arrangement {
+ @apply flex justify-between;
+ }
+ .edit-flow-span {
+ @apply ml-10 animate-pulse text-status-red;
+ }
+
+ .float-component-pointer {
+ @apply pointer-events-none cursor-not-allowed;
+ }
+
+ .header-menu-bar {
+ @apply flex items-center gap-0.5 rounded-md px-1.5 py-1 text-sm font-medium;
+ }
+ .header-menu-bar-display {
+ @apply flex max-w-[200px] cursor-pointer items-center gap-2;
+ }
+ .header-menu-flow-name {
+ @apply flex-1 truncate;
+ }
+ .header-menu-options {
+ @apply mr-2 h-4 w-4;
+ }
+
+ .header-arrangement {
+ @apply flex-max-width h-12 items-center justify-between border-border bg-muted;
+ }
+ .header-start-display {
+ @apply flex w-96 items-center justify-start gap-2;
+ }
+ .header-end-division {
+ @apply flex w-96 justify-end px-2;
+ }
+ .header-end-display {
+ @apply ml-auto mr-2 flex items-center gap-5;
+ }
+ .header-github-link-box {
+ @apply inline-flex h-9 items-center justify-center rounded-md border border-input px-3 pr-0 shadow-sm;
+ }
+ .header-waitlist-link-box {
+ @apply inline-flex h-9 items-center justify-center rounded-md border border-input px-2 shadow-sm text-sm font-medium text-muted-foreground ring-offset-background disabled:pointer-events-none disabled:opacity-50 whitespace-nowrap;
+ }
+ .header-waitlist-link-box:hover {
+ @apply hover:bg-accent hover:text-accent-foreground;
+ }
+ .header-github-link {
+ @apply header-github-link-box text-sm font-medium text-muted-foreground ring-offset-background disabled:pointer-events-none disabled:opacity-50;
+ }
+ .header-github-link:focus-visible {
+ @apply focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2;
+ }
+ .header-github-link:hover {
+ @apply hover:bg-accent hover:text-accent-foreground;
+ }
+ .header-github-display {
+ @apply -mr-px ml-2 flex h-9 items-center justify-center rounded-md rounded-l-none border bg-background px-2 text-sm;
+ }
+ .header-notifications-box {
+ @apply fixed left-0 top-0 h-screen w-screen;
+ }
+ .header-notifications {
+ @apply absolute right-[3px] h-1.5 w-1.5 rounded-full bg-destructive;
+ }
+
+ .input-component-div {
+ @apply pointer-events-none relative cursor-not-allowed;
+ }
+ .input-component-button {
+ @apply absolute inset-y-0 right-0 items-center text-muted-foreground;
+ }
+ .input-component-true-button {
+ @apply input-component-button pr-2;
+ }
+ .input-component-false-button {
+ @apply input-component-button px-4;
+ }
+ .input-component-true-svg {
+ @apply side-bar-button-size absolute bottom-0.5 right-2;
+ }
+ .input-component-false-svg {
+ @apply side-bar-button-size absolute bottom-2 right-3;
+ }
+
+ .input-file-component {
+ @apply flex-max-width items-center;
+ }
+
+ .toggle-component-switch {
+ @apply relative inline-flex h-6 w-11 flex-shrink-0 cursor-pointer rounded-full border-2 border-transparent transition-colors duration-200 ease-in-out;
+ }
+ .toggle-component-switch:focus {
+ @apply focus:outline-none focus:ring-1 focus:ring-primary focus:ring-offset-1;
+ }
+ .toggle-component-span {
+ @apply pointer-events-none relative h-5 w-5 transform rounded-full shadow ring-0 transition duration-200 ease-in-out;
+ }
+ .toggle-component-second-span {
+ @apply absolute inset-0 flex h-full w-full items-center justify-center transition-opacity;
+ }
+
+ .app-div {
+ @apply fixed bottom-5 left-5 flex flex-col-reverse;
+ }
+
+ .chat-input-modal-txtarea {
+ @apply form-input block w-full rounded-md border-ring pr-10 custom-scroll sm:text-sm;
+ }
+ .chat-input-modal-div {
+ @apply absolute bottom-0.5 right-3;
+ }
+ .chat-input-modal-lock {
+ @apply side-bar-button-size animate-pulse text-ring;
+ }
+ .chat-input-modal-send {
+ @apply side-bar-button-size text-ring hover:text-muted-foreground;
+ }
+
+ .code-block-modal {
+ @apply flex items-center justify-between px-4 py-1.5;
+ }
+ .code-block-modal-span {
+ @apply text-xs lowercase text-muted-foreground;
+ }
+ .code-block-modal-button {
+ @apply flex items-center gap-1.5 rounded bg-none p-1 text-xs text-muted-foreground;
+ }
+
+ .chat-message-modal {
+ @apply flex-max-width py-2 pl-2;
+ }
+ .chat-message-modal-div {
+ @apply my-3 flex h-8 w-8 items-center justify-center overflow-hidden rounded-full;
+ }
+ .chat-message-modal-img {
+ @apply absolute scale-150 transition-opacity duration-500;
+ }
+ .chat-message-modal-display {
+ @apply flex-max-width items-center text-start;
+ }
+ .chat-message-modal-text {
+ @apply relative w-full text-start text-sm font-normal text-muted-foreground;
+ }
+ .chat-message-modal-icon-div {
+ @apply absolute -left-2 -top-1 cursor-pointer;
+ }
+ .chat-message-modal-thought {
+ @apply chat-message-modal-thought-cursor ml-3 h-full w-[95%] rounded-md border border-ring bg-muted px-2 pb-3 pt-3 text-start text-muted-foreground;
+ }
+ .chat-message-modal-thought-cursor {
+ @apply cursor-pointer overflow-scroll scrollbar-hide;
+ }
+ .chat-message-modal-markdown {
+ @apply w-full px-4 pb-3 pr-8 pt-3;
+ }
+ .chat-message-modal-markdown-span {
+ @apply mt-1 animate-pulse cursor-default;
+ }
+ .chat-message-modal-alert {
+ @apply px-3 text-start text-muted-foreground;
+ }
+
+ .file-card-modal-image-div {
+ @apply absolute right-0 top-0 rounded-bl-lg bg-muted px-1 text-sm font-bold text-foreground;
+ }
+ .file-card-modal-image-button {
+ @apply px-2 py-1 text-ring;
+ }
+ .file-card-modal-button {
+ @apply flex w-1/2 items-center justify-between rounded border border-ring bg-muted px-2 py-2 text-foreground shadow hover:drop-shadow-lg;
+ }
+ .file-card-modal-div {
+ @apply flex-max-width mr-2 items-center gap-2 text-current;
+ }
+ .file-card-modal-footer {
+ @apply flex flex-col items-start;
+ }
+ .file-card-modal-name {
+ @apply truncate text-sm text-current;
+ }
+ .file-card-modal-type {
+ @apply truncate text-xs text-ring;
+ }
+
+ .send-message-modal-transition {
+ @apply fixed inset-0 bg-black bg-opacity-80 backdrop-blur-sm transition-opacity;
+ }
+ .chat-modal-box {
+ @apply fixed inset-0 z-10 overflow-y-auto;
+ }
+ .chat-modal-box-div {
+ @apply flex h-full items-end justify-center p-4 text-center sm:items-center sm:p-0;
+ }
+ .chat-modal-dialog-panel {
+ @apply relative flex h-[95%] w-[690px] transform flex-col justify-between overflow-hidden rounded-lg bg-background text-left shadow-xl drop-shadow-2xl transition-all;
+ }
+ .chat-modal-dialog-panel-div {
+ @apply relative w-full p-4;
+ }
+ .chat-modal-dialog-trash-panel {
+ @apply absolute right-10 top-2 z-30 text-muted-foreground hover:text-status-red;
+ }
+ .chat-modal-dialog-x-panel {
+ @apply absolute right-2 top-1.5 z-30 text-muted-foreground hover:text-status-red;
+ }
+ .chat-modal-dialog-history {
+ @apply flex-max-width h-full flex-col items-center overflow-scroll border-t bg-background scrollbar-hide;
+ }
+ .chat-modal-dialog-span-box {
+ @apply flex-max-width h-full flex-col items-center justify-center text-center align-middle;
+ }
+ .chat-modal-dialog-desc {
+ @apply w-2/4 rounded-md border border-input bg-muted px-6 py-8;
+ }
+ .chat-modal-input-div {
+ @apply flex-max-width flex-col items-center justify-between border-t bg-background p-3;
+ }
+ .chat-modal-input {
+ @apply relative mt-1 w-full rounded-md shadow-sm;
+ }
+ .code-area-modal-editor-div {
+ @apply flex-max-width mt-2 h-full;
+ }
+ .code-area-modal-editor-box {
+ @apply h-[300px] w-full rounded-lg border-[1px] border-ring custom-scroll;
+ }
+
+ .edit-node-modal-variable {
+ @apply h-5 w-5 stroke-2 pe-1 text-muted-foreground;
+ }
+ .edit-node-modal-span {
+ @apply text-sm font-semibold text-primary;
+ }
+ .edit-node-modal-arrangement {
+ @apply flex-max-width h-fit max-h-[400px];
+ }
+ .edit-node-modal-box {
+ @apply w-full rounded-lg border-[1px] border-input bg-background;
+ }
+ .edit-node-modal-table {
+ @apply flex h-fit flex-col gap-5;
+ }
+ .edit-node-modal-table-header {
+ @apply h-10 border-input text-xs font-medium text-ring;
+ }
+ .edit-node-modal-table-cell {
+ @apply truncate p-0 text-center text-sm text-foreground sm:px-3;
+ }
+ .edit-node-modal-second-cell {
+ @apply w-[300px] p-0 text-center text-xs text-foreground;
+ }
+
+ .generic-modal-txtarea-div {
+ @apply flex-max-width mt-2 h-full;
+ }
+
+ .button-box-modal-div {
+ @apply flex transform flex-col items-center justify-center rounded-lg border border-ring text-center shadow hover:scale-105 hover:shadow-lg;
+ }
+
+ .dialog-header-modal-div {
+ @apply absolute left-0 top-2 z-50 hidden pl-4 pt-4 sm:block;
+ }
+ .dialog-header-modal-button {
+ @apply rounded-sm opacity-70 ring-offset-background transition-opacity hover:opacity-100 focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2;
+ }
+
+ .dialog-modal-examples-div {
+ @apply h-full w-full overflow-y-auto scrollbar-hide;
+ }
+ .dialog-modal-example-true {
+ @apply mx-auto flex flex-row flex-wrap items-start justify-center overflow-auto;
+ }
+ .dialog-modal-example-false {
+ @apply flex flex-row items-center justify-center;
+ }
+ .dialog-modal-button-box-div {
+ @apply flex-max-width h-full items-center justify-evenly;
+ }
+ .document-icon {
+ @apply h-10 w-10 flex-shrink-0;
+ }
+ .loading-component-div {
+ @apply flex items-center justify-center align-middle;
+ }
+ .dialog-modal-footer {
+ @apply flex-max-width mt-2 items-center justify-center;
+ }
+ .dialog-modal-footer-link {
+ @apply flex items-center justify-center text-muted-foreground;
+ }
+
+ .node-modal-div {
+ @apply fixed inset-0 bg-ring bg-opacity-75 transition-opacity;
+ }
+ .node-modal-dialog-arrangement {
+ @apply fixed inset-0 z-10 overflow-y-auto;
+ }
+ .node-modal-dialog-div {
+ @apply flex h-full items-end justify-center p-4 text-center sm:items-center sm:p-0;
+ }
+ .node-modal-dialog-panel {
+ @apply relative flex h-[600px] w-[700px] transform flex-col justify-between overflow-hidden rounded-lg bg-background text-left shadow-xl transition-all sm:my-8;
+ }
+ .node-modal-dialog-panel-div {
+ @apply absolute right-0 top-0 z-50 hidden pr-4 pt-4 sm:block;
+ }
+ .node-modal-dialog-button {
+ @apply rounded-md text-ring hover:text-accent-foreground;
+ }
+ .node-modal-dialog-icon-div {
+ @apply flex-max-width h-full flex-col items-center justify-center;
+ }
+ .node-modal-icon-arrangement {
+ @apply flex-max-width z-10 justify-center pb-4 shadow-sm;
+ }
+ .node-modal-icon {
+ @apply mt-4 h-10 w-10 rounded p-1;
+ }
+ .node-modal-title-div {
+ @apply mt-4 text-center sm:ml-4 sm:text-left;
+ }
+ .node-modal-title {
+ @apply text-lg font-medium leading-10 text-foreground;
+ }
+ .node-modal-template-div {
+ @apply flex-max-width h-full flex-row items-center justify-center gap-4 bg-input p-4;
+ }
+ .node-modal-template {
+ @apply w-full rounded-lg bg-background px-4 shadow sm:p-4;
+ }
+ .node-modal-template-column {
+ @apply flex h-full flex-col gap-5;
+ }
+ .node-modal-button-box {
+ @apply flex-max-width flex-row-reverse bg-input px-4 pb-3;
+ }
+ .link-color {
+ @apply font-semibold text-foreground;
+ }
+ .node-modal-button {
+ @apply inline-flex w-full justify-center rounded-md border border-transparent bg-status-red px-4 py-2 text-base font-medium text-background shadow-sm hover:bg-ring sm:ml-3 sm:w-auto sm:text-sm;
+ }
+ .node-modal-button:focus {
+ @apply focus:outline-none focus:ring-1 focus:ring-ring focus:ring-offset-1;
+ }
+
+ .prompt-modal-icon-box {
+ @apply mx-auto mt-4 flex h-12 w-12 flex-shrink-0 items-center justify-center rounded-full bg-almost-light-blue sm:mx-0 sm:h-10 sm:w-10;
+ }
+ .prompt-modal-icon {
+ @apply h-6 w-6 text-almost-medium-blue;
+ }
+ .prompt-modal-txtarea-arrangement {
+ @apply flex-max-width h-full flex-row items-center justify-center gap-4 overflow-auto bg-accent p-4;
+ }
+ .prompt-modal-txtarea-box {
+ @apply h-full w-full overflow-hidden rounded-lg bg-background px-4 py-5 shadow sm:p-6;
+ }
+ .prompt-modal-txtarea {
+ @apply form-input h-full w-full rounded-lg border-ring;
+ }
+
+ .txtarea-modal-arrangement {
+ @apply flex h-full w-full flex-row items-center justify-center gap-4 bg-input p-4;
+ }
+ .txtarea-modal-box {
+ @apply w-full overflow-hidden rounded-lg bg-background px-4 py-5 shadow sm:p-6;
+ }
+ .txtarea-modal-input {
+ @apply form-input h-full w-full;
+ }
+
+ .api-modal-tabs {
+ @apply flex h-full flex-col overflow-hidden rounded-md border bg-muted text-center sm:w-[75vw] lg:w-full;
+ }
+ .api-modal-tablist-div {
+ @apply flex items-center justify-between px-2;
+ }
+ .api-modal-tabs-content {
+ @apply -mt-1 h-full w-full overflow-hidden px-4 pb-4;
+ }
+ .api-modal-accordion-display {
+ @apply mt-2 flex h-full w-full;
+ }
+ .api-modal-table-arrangement {
+ @apply flex h-fit flex-col gap-5;
+ }
+
+ .icons-parameters-comp {
+ @apply ml-3 h-6 w-6;
+ }
+
+ .form-modal-lock-true {
+ @apply bg-input text-primary;
+ }
+ .form-modal-no-input {
+ @apply bg-input text-center text-primary dark:bg-gray-700 dark:text-gray-300;
+ }
+ .form-modal-lock-false {
+ @apply bg-white text-primary;
+ }
+ .code-highlight {
+ @apply block max-h-[64vh] w-full overflow-y-hidden word-break-break-word border-0 px-3 py-2 text-sm outline-0;
+ }
+
+ .code-nohighlight {
+ @apply block max-h-[70vh] w-full overflow-y-hidden word-break-break-word border-0 px-3 py-2 text-sm outline-0;
+ }
+ .form-modal-lockchat {
+ @apply form-input block w-full rounded-md border-border p-4 pr-16 custom-scroll focus:border-ring focus:ring-ring sm:text-sm;
+ }
+ .form-modal-send-icon-position {
+ @apply absolute bottom-2 right-4;
+ }
+ .form-modal-send-button {
+ @apply rounded-md p-2 px-1 transition-all duration-300;
+ }
+ .form-modal-lock-icon {
+ @apply ml-1 mr-1 h-5 w-5 animate-pulse;
+ }
+ .form-modal-send-icon {
+ @apply mr-2 h-5 w-5 rotate-[44deg];
+ }
+ .form-modal-play-icon {
+ @apply mx-1 h-5 w-5;
+ }
+ .form-modal-chat-position {
+ @apply flex-max-width px-2 py-6 pl-4 pr-9;
+ }
+ .form-modal-chatbot-icon {
+ @apply mb-3 ml-3 mr-6 mt-1;
+ }
+ .form-modal-chat-image {
+ @apply flex flex-col items-center gap-1;
+ }
+ .form-modal-chat-img-box {
+ @apply relative flex h-8 w-8 items-center justify-center overflow-hidden rounded-md p-5 text-2xl;
+ }
+ .form-modal-chat-bot-icon {
+ @apply form-modal-chat-img-box bg-chat-bot-icon;
+ }
+ .form-modal-chat-user-icon {
+ @apply form-modal-chat-img-box bg-chat-user-icon;
+ }
+ .form-modal-chat-icon-img {
+ @apply absolute scale-[60%];
+ }
+ .form-modal-chat-text-position {
+ @apply flex w-full flex-1 text-start;
+ }
+ .form-modal-chat-text {
+ @apply relative flex w-full flex-col text-start text-sm font-normal text-muted-foreground;
+ }
+ .form-modal-chat-icon-div {
+ @apply absolute -left-6 -top-3 cursor-pointer;
+ }
+ .form-modal-chat-icon {
+ @apply h-4 w-4 animate-bounce;
+ }
+ .form-modal-chat-thought-border {
+ @apply rounded-md border border-ring/60;
+ }
+ .form-modal-chat-thought-size {
+ @apply h-full w-[95%];
+ }
+ .form-modal-chat-thought {
+ @apply form-modal-chat-thought-border form-modal-chat-thought-size cursor-pointer overflow-scroll bg-background px-2 py-2 text-start text-primary scrollbar-hide;
+ }
+ .form-modal-markdown-span {
+ @apply mt-1 animate-pulse cursor-default;
+ }
+ .form-modal-initial-prompt-btn {
+ @apply mb-2 flex items-center gap-2 rounded-md border border-border bg-background px-4 py-2 text-sm font-semibold shadow-sm;
+ }
+ .form-modal-iv-box {
+ @apply flex-max-width mt-2 h-[80vh];
+ }
+ .form-modal-iv-size {
+ @apply mr-6 flex h-full w-2/6 flex-col justify-start overflow-auto scrollbar-hide;
+ }
+ .file-component-arrangement {
+ @apply flex items-center py-2;
+ }
+ .file-component-variable {
+ @apply -ml-px mr-1 h-4 w-4 text-primary;
+ }
+ .file-component-variables-span {
+ @apply font-semibold text-primary;
+ }
+ .file-component-variables-title {
+ @apply flex items-center justify-between pt-2;
+ }
+ .file-component-variables-div {
+ @apply mr-2.5 flex items-center;
+ }
+ .file-component-variables-title-txt {
+ @apply text-sm font-medium text-primary;
+ }
+ .file-component-accordion-div {
+ @apply flex items-start gap-3;
+ }
+ .file-component-badge-div {
+ @apply flex-max-width items-center justify-between;
+ }
+ .file-component-tab-column {
+ @apply flex flex-col gap-2 p-1;
+ }
+ .tab-accordion-badge-div {
+ @apply flex flex-1 items-center justify-between py-4 text-sm font-normal text-muted-foreground transition-all;
+ }
+ .eraser-column-arrangement {
+ @apply flex-max-width flex-1 flex-col;
+ }
+ .eraser-size {
+ @apply relative flex h-full w-full flex-col rounded-md border bg-muted;
+ }
+ .eraser-position {
+ @apply absolute right-3 top-3 z-50;
+ }
+ .chat-message-div {
+ @apply flex-max-width h-full flex-col items-center overflow-scroll scrollbar-hide;
+ }
+ .chat-alert-box {
+ @apply flex-max-width h-full flex-col items-center justify-center text-center align-middle;
+ }
+ .langflow-chat-span {
+ @apply text-lg text-foreground;
+ }
+ .langflow-chat-desc {
+ @apply w-2/4 rounded-md border border-border bg-muted px-6 py-8;
+ }
+ .langflow-chat-desc-span {
+ @apply text-base text-muted-foreground;
+ }
+ .langflow-chat-input-div {
+ @apply flex-max-width flex-col items-center justify-between px-8 pb-6;
+ }
+ .langflow-chat-input {
+ @apply relative w-full rounded-md shadow-sm;
+ }
+
+ .tooltip-fixed-width {
+ @apply max-h-[25vh] max-w-[30vw] overflow-auto;
+ }
+
+ .ace-editor-arrangement {
+ @apply flex-max-width h-full flex-col transition-all;
+ }
+ .ace-editor {
+ @apply h-full w-full rounded-lg border-[1px] border-border custom-scroll;
+ }
+ .ace-editor-save-btn {
+ @apply flex-max-width h-fit justify-end;
+ }
+
+ .export-modal-save-api {
+ @apply font-medium leading-none peer-disabled:cursor-not-allowed peer-disabled:opacity-70;
+ }
+
+ .beta-badge-wrapper {
+ @apply absolute right-0 top-0 h-16 w-16 overflow-hidden rounded-tr-lg;
+ }
+ .beta-badge-content {
+ @apply mt-2 w-24 rotate-45 bg-beta-background text-center text-xs font-semibold text-beta-foreground;
+ }
+
+ .chat-message-highlight {
+ @apply rounded-md bg-indigo-100 px-0.5 dark:bg-indigo-900;
+ }
+}
diff --git a/src/frontend/src/style/classes.css b/src/frontend/src/style/classes.css
index 0f9ba3967..b6662e7bf 100644
--- a/src/frontend/src/style/classes.css
+++ b/src/frontend/src/style/classes.css
@@ -1,30 +1,38 @@
body {
- margin: 0;
- font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen",
- "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue",
- sans-serif;
- -webkit-font-smoothing: antialiased;
- -moz-osx-font-smoothing: grayscale;
+ margin: 0;
+ font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen",
+ "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue",
+ sans-serif;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
}
-
+
code {
- font-family: source-code-pro, Menlo, Monaco, Consolas, "Courier New",
- monospace;
+ font-family: source-code-pro, Menlo, Monaco, Consolas, "Courier New",
+ monospace;
}
pre {
- font-family: inherit;
+ font-family: inherit;
}
.react-flow__pane {
- cursor: default;
+ cursor: default;
}
-
+
.AccordionContent {
- overflow: hidden;
+ overflow: hidden;
}
-.AccordionContent[data-state='open'] {
- animation: slideDown 300ms ease-out;
+.AccordionContent[data-state="open"] {
+ animation: slideDown 300ms ease-out;
+}
+.AccordionContent[data-state="closed"] {
+ animation: slideUp 300ms ease-out;
+}
+
+
+.gradient-end {
+ animation: gradient-motion-end 3s infinite forwards;
+}
+.gradient-start {
+ animation: gradient-motion-start 4s infinite forwards;
}
-.AccordionContent[data-state='closed'] {
- animation: slideUp 300ms ease-out;
-}
\ No newline at end of file
diff --git a/src/frontend/src/style/index.css b/src/frontend/src/style/index.css
index 7e40571b3..e57a89eae 100644
--- a/src/frontend/src/style/index.css
+++ b/src/frontend/src/style/index.css
@@ -2,125 +2,127 @@
@tailwind components;
@tailwind utilities;
-
/* TODO: Confirm that all colors here are found in tailwind config */
@layer base {
-
:root {
- --background: 0 0% 100%; /* hsl(0 0% 100%) */
- --foreground: 222.2 47.4% 11.2%; /* hsl(222 47% 11%) */
- --muted: 210 40% 98%; /* hsl(210 40% 98%) */
- --muted-foreground: 215.4 16.3% 46.9%; /* hsl(215 16% 46%) */
- --popover: 0 0% 100%; /* hsl(0 0% 100%) */
- --popover-foreground: 222.2 47.4% 11.2%; /* hsl(222 47% 11%) */
- --card: 0 0% 100%; /* hsl(0 0% 100%) */
- --card-foreground: 222.2 47.4% 11.2%; /* hsl(222 47% 11%) */
- --border: 214.3 21.8% 91.4%; /* hsl(214 32% 91%) */
- --input: 214.3 21.8% 91.4%; /* hsl(214 32% 91%) */
- --primary: 222.2 27% 11.2%; /* hsl(222 27% 18%) */
- --primary-foreground: 210 40% 98%; /* hsl(210 40% 98%) */
- --secondary: 210 40% 96.1%; /* hsl(210 40% 96%) */
- --secondary-foreground: 222.2 47.4% 11.2%; /* hsl(222 47% 11%) */
- --accent: 210 30% 96.1%; /* hsl(210 30% 96%) */
- --accent-foreground: 222.2 47.4% 11.2%; /* hsl(222 47% 11%) */
- --destructive: 0 100% 50%; /* hsl(0 100% 50%) */
- --destructive-foreground: 210 40% 98%; /* hsl(210 40% 98%) */
- --radius: 0.5rem;
- --ring: 215 20.2% 65.1%; /* hsl(215 20% 65%) */
- --round-btn-shadow: #00000063;
-
- --error-background: #fef2f2;
- --error-foreground: #991b1b;
-
- --success-background: #f0fdf4;
- --success-foreground: #14532d;
+ --background: 0 0% 100%; /* hsl(0 0% 100%) */
+ --foreground: 222.2 47.4% 11.2%; /* hsl(222 47% 11%) */
+ --muted: 210 40% 98%; /* hsl(210 40% 98%) */
+ --muted-foreground: 215.4 16.3% 46.9%; /* hsl(215 16% 46%) */
+ --popover: 0 0% 100%; /* hsl(0 0% 100%) */
+ --popover-foreground: 222.2 47.4% 11.2%; /* hsl(222 47% 11%) */
+ --card: 0 0% 100%; /* hsl(0 0% 100%) */
+ --card-foreground: 222.2 47.4% 11.2%; /* hsl(222 47% 11%) */
+ --border: 214.3 21.8% 91.4%; /* hsl(214 32% 91%) */
+ --input: 214.3 21.8% 91.4%; /* hsl(214 32% 91%) */
+ --primary: 222.2 27% 11.2%; /* hsl(222 27% 18%) */
+ --primary-foreground: 210 40% 98%; /* hsl(210 40% 98%) */
+ --secondary: 210 40% 96.1%; /* hsl(210 40% 96%) */
+ --secondary-foreground: 222.2 47.4% 11.2%; /* hsl(222 47% 11%) */
+ --accent: 210 30% 96.1%; /* hsl(210 30% 96%) */
+ --accent-foreground: 222.2 47.4% 11.2%; /* hsl(222 47% 11%) */
+ --destructive: 0 100% 50%; /* hsl(0 100% 50%) */
+ --destructive-foreground: 210 40% 98%; /* hsl(210 40% 98%) */
+ --radius: 0.5rem;
+ --ring: 215 20.2% 65.1%; /* hsl(215 20% 65%) */
+ --round-btn-shadow: #00000063;
- --info-background: #f0f4fd;
- --info-foreground: #141653;
+ --error-background: #fef2f2;
+ --error-foreground: #991b1b;
- --high-indigo: #4338ca;
- --medium-indigo: #6366f1;
- --low-indigo: #e0e7ff;
+ --success-background: #f0fdf4;
+ --success-foreground: #14532d;
- --chat-bot-icon: #afe6ef;
- --chat-user-icon: #aface9;
-
- /* Colors that are shared in dark and light mode */
- --blur-shared: #151923de;
- --build-trigger: #dc735b;
- --chat-trigger: #5c8be1;
- --chat-trigger-disabled: #b4c3da;
- --status-red: #ef4444;
- --status-yellow: #eab308;
- --chat-send: #059669;
- --status-green: #4ade80;
- --status-blue:#2563eb;
- --connection: #555;
+ --info-background: #f0f4fd;
+ --info-foreground: #141653;
+ --high-indigo: #4338ca;
+ --medium-indigo: #6366f1;
+ --low-indigo: #e0e7ff;
+
+ --beta-background: rgb(219 234 254);
+ --beta-foreground: rgb(37 99 235);
+
+ --chat-bot-icon: #afe6ef;
+ --chat-user-icon: #aface9;
+
+ /* Colors that are shared in dark and light mode */
+ --blur-shared: #151923de;
+ --build-trigger: #dc735b;
+ --chat-trigger: #5c8be1;
+ --chat-trigger-disabled: #b4c3da;
+ --status-red: #ef4444;
+ --status-yellow: #eab308;
+ --chat-send: #059669;
+ --status-green: #4ade80;
+ --status-blue: #2563eb;
+ --connection: #555;
+ }
+
+ .dark {
+ --background: 224 35% 7.5%; /* hsl(224 40% 10%) */
+ --foreground: 213 31% 80%; /* hsl(213 31% 91%) */
+
+ --muted: 223 27% 11%; /* hsl(223 27% 11%) */
+ --muted-foreground: 215.4 16.3% 56.9%; /* hsl(215 16% 56%) */
+
+ --popover: 224 71% 4%; /* hsl(224 71% 4%) */
+ --popover-foreground: 215 20.2% 65.1%; /* hsl(215 20% 65%) */
+
+ --card: 224 25% 15.5%; /* hsl(224 71% 4%) */
+ --card-foreground: 213 31% 80%; /* hsl(213 31% 91%) */
+
+ --border: 216 24% 17%; /* hsl(216 34% 17%) */
+ --input: 216 24% 17%; /* hsl(216 34% 17%) */
+
+ --primary: 210 20% 80%; /* hsl(210 20% 80%) */
+ --primary-foreground: 222.2 27.4% 1.2%; /* hsl(222 47% 1%) */
+
+ --secondary: 222.2 37.4% 7.2%; /* hsl(222 47% 11%) */
+ --secondary-foreground: 210 40% 80%; /* hsl(210 40% 80%) */
+
+ --accent: 216 24% 20%; /* hsl(216 34% 17%) */
+ --accent-foreground: 210 30% 98%; /* hsl(210 40% 98%) */
+
+ --destructive: 0 63% 31%; /* hsl(0 63% 31%) */
+ --destructive-foreground: 210 40% 98%; /* hsl(210 40% 98%) */
+
+ --ring: 216 24% 30%; /* hsl(216 24% 30%) */
+
+ --radius: 0.5rem;
+
+ --round-btn-shadow: #00000063;
+
+ --success-background: #022c22;
+ --success-foreground: #ecfdf5;
+
+ --error-foreground: #fef2f2;
+ --error-background: #450a0a;
+
+ --info-foreground: #eff6ff;
+ --info-background: #172554;
+
+ --high-indigo: #4338ca;
+ --medium-indigo: #6366f1;
+ --low-indigo: #e0e7ff;
+
+ /* Colors that are shared in dark and light mode */
+ --blur-shared: #151923d2;
+ --build-trigger: #dc735b;
+ --chat-trigger: #5c8be1;
+ --chat-trigger-disabled: #2d3b54;
+ --status-red: #ef4444;
+ --status-yellow: #eab308;
+ --chat-send: #059669;
+ --status-green: #4ade80;
+ --status-blue: #2563eb;
+ --connection: #555;
+
+ --beta-background: rgb(37 99 235);
+ --beta-foreground: rgb(219 234 254);
+
+ --chat-bot-icon: #235d70;
+ --chat-user-icon: #4f3d6e;
+ }
}
-
-.dark {
- --background: 224 35% 7.5%; /* hsl(224 40% 10%) */
- --foreground: 213 31% 80%; /* hsl(213 31% 91%) */
-
- --muted: 223 27% 11%; /* hsl(223 27% 11%) */
- --muted-foreground: 215.4 16.3% 56.9%; /* hsl(215 16% 56%) */
-
- --popover: 224 71% 4%; /* hsl(224 71% 4%) */
- --popover-foreground: 215 20.2% 65.1%; /* hsl(215 20% 65%) */
-
- --card: 224 25% 15.5%; /* hsl(224 71% 4%) */
- --card-foreground: 213 31% 80%; /* hsl(213 31% 91%) */
-
- --border: 216 24% 17%; /* hsl(216 34% 17%) */
- --input: 216 24% 17%; /* hsl(216 34% 17%) */
-
- --primary: 210 20% 80%; /* hsl(210 20% 80%) */
- --primary-foreground: 222.2 27.4% 1.2%; /* hsl(222 47% 1%) */
-
- --secondary: 222.2 37.4% 7.2%; /* hsl(222 47% 11%) */
- --secondary-foreground: 210 40% 80%; /* hsl(210 40% 80%) */
-
- --accent: 216 24% 20%; /* hsl(216 34% 17%) */
- --accent-foreground: 210 30% 98%; /* hsl(210 40% 98%) */
-
- --destructive: 0 63% 31%; /* hsl(0 63% 31%) */
- --destructive-foreground: 210 40% 98%; /* hsl(210 40% 98%) */
-
- --ring: 216 24% 30%; /* hsl(216 24% 30%) */
-
- --radius: 0.5rem;
-
- --round-btn-shadow: #00000063;
-
- --success-background: #022c22;
- --success-foreground: #ecfdf5;
-
- --error-foreground: #fef2f2;
- --error-background: #450a0a;
-
- --info-foreground: #eff6ff;
- --info-background: #172554;
-
-
- --high-indigo: #4338ca;
- --medium-indigo: #6366f1;
- --low-indigo: #e0e7ff;
-
- /* Colors that are shared in dark and light mode */
- --blur-shared: #151923d2;
- --build-trigger: #dc735b;
- --chat-trigger: #5c8be1;
- --chat-trigger-disabled: #2d3b54;
- --status-red: #ef4444;
- --status-yellow: #eab308;
- --chat-send: #059669;
- --status-green: #4ade80;
- --status-blue: #2563eb;
- --connection: #555;
-
- --chat-bot-icon: #235d70;
- --chat-user-icon: #4f3d6e;
-
-}}
diff --git a/src/frontend/src/types/api/index.ts b/src/frontend/src/types/api/index.ts
index eaf862f29..3fa848326 100644
--- a/src/frontend/src/types/api/index.ts
+++ b/src/frontend/src/types/api/index.ts
@@ -14,8 +14,10 @@ export type APIClassType = {
display_name: string;
input_types?: Array
;
output_types?: Array;
+ beta?: boolean;
documentation: string;
- [key: string]: Array | string | APITemplateType;
+ error?: string;
+ [key: string]: Array | string | APITemplateType | boolean;
};
export type TemplateVariableType = {
diff --git a/src/frontend/src/types/components/index.ts b/src/frontend/src/types/components/index.ts
index 05311174d..5cf87b8d3 100644
--- a/src/frontend/src/types/components/index.ts
+++ b/src/frontend/src/types/components/index.ts
@@ -62,8 +62,9 @@ export type CodeAreaComponentType = {
onChange: (value: string[] | string) => void;
value: string;
editNode?: boolean;
- nodeClass: APIClassType;
- setNodeClass: (value: APIClassType) => void;
+ nodeClass?: APIClassType;
+ setNodeClass?: (value: APIClassType) => void;
+ dynamic?: boolean;
};
export type FileComponentType = {
diff --git a/src/frontend/src/types/tabs/index.ts b/src/frontend/src/types/tabs/index.ts
index 1a873f651..82934cf35 100644
--- a/src/frontend/src/types/tabs/index.ts
+++ b/src/frontend/src/types/tabs/index.ts
@@ -18,6 +18,8 @@ export type TabsContextType = {
) => void;
downloadFlows: () => void;
uploadFlows: () => void;
+ isBuilt: boolean;
+ setIsBuilt: (state: boolean) => void;
uploadFlow: (newFlow?: boolean, file?: File) => void;
hardReset: () => void;
getNodeId: (nodeType: string) => string;
diff --git a/src/frontend/src/utils/reactflowUtils.ts b/src/frontend/src/utils/reactflowUtils.ts
index 583526167..416ba145f 100644
--- a/src/frontend/src/utils/reactflowUtils.ts
+++ b/src/frontend/src/utils/reactflowUtils.ts
@@ -1,5 +1,5 @@
import _ from "lodash";
-import { Connection, ReactFlowInstance } from "reactflow";
+import { Connection, Edge, ReactFlowInstance } from "reactflow";
import { APITemplateType } from "../types/api";
import { FlowType, NodeType } from "../types/flow";
import { cleanEdgesType } from "../types/utils/reactflowUtils";
@@ -15,7 +15,7 @@ export function cleanEdges({
const sourceNode = nodes.find((node) => node.id === edge.source);
const targetNode = nodes.find((node) => node.id === edge.target);
if (!sourceNode || !targetNode) {
- newEdges = newEdges.filter((e) => e.id !== edge.id);
+ newEdges = newEdges.filter((edg) => edg.id !== edge.id);
}
// check if the source and target handle still exists
if (sourceNode && targetNode) {
@@ -41,7 +41,7 @@ export function cleanEdges({
...sourceNode.data.node.base_classes,
].join("|");
if (id !== sourceHandle) {
- newEdges = newEdges.filter((e) => e.id !== edge.id);
+ newEdges = newEdges.filter((edg) => edg.id !== edge.id);
}
}
}
@@ -57,15 +57,15 @@ export function isValidConnection(
targetHandle
.split("|")[0]
.split(";")
- .some((n) => n === sourceHandle.split("|")[0]) ||
+ .some((target) => target === sourceHandle.split("|")[0]) ||
sourceHandle
.split("|")
.slice(2)
- .some((t) =>
+ .some((target) =>
targetHandle
.split("|")[0]
.split(";")
- .some((n) => n === t)
+ .some((n) => n === target)
) ||
targetHandle.split("|")[0] === "str"
) {
@@ -129,35 +129,35 @@ export function updateTemplate(
export function updateIds(newFlow, getNodeId) {
let idsMap = {};
- newFlow.nodes.forEach((n: NodeType) => {
+ newFlow.nodes.forEach((node: NodeType) => {
// Generate a unique node ID
- let newId = getNodeId(n.data.type);
- idsMap[n.id] = newId;
- n.id = newId;
- n.data.id = newId;
+ let newId = getNodeId(node.data.type);
+ idsMap[node.id] = newId;
+ node.id = newId;
+ node.data.id = newId;
// Add the new node to the list of nodes in state
});
- newFlow.edges.forEach((e) => {
- e.source = idsMap[e.source];
- e.target = idsMap[e.target];
- let sourceHandleSplitted = e.sourceHandle.split("|");
- e.sourceHandle =
+ newFlow.edges.forEach((edge) => {
+ edge.source = idsMap[edge.source];
+ edge.target = idsMap[edge.target];
+ let sourceHandleSplitted = edge.sourceHandle.split("|");
+ edge.sourceHandle =
sourceHandleSplitted[0] +
"|" +
- e.source +
+ edge.source +
"|" +
sourceHandleSplitted.slice(2).join("|");
- let targetHandleSplitted = e.targetHandle.split("|");
- e.targetHandle =
- targetHandleSplitted.slice(0, -1).join("|") + "|" + e.target;
- e.id =
+ let targetHandleSplitted = edge.targetHandle.split("|");
+ edge.targetHandle =
+ targetHandleSplitted.slice(0, -1).join("|") + "|" + edge.target;
+ edge.id =
"reactflow__edge-" +
- e.source +
- e.sourceHandle +
+ edge.source +
+ edge.sourceHandle +
"-" +
- e.target +
- e.targetHandle;
+ edge.target +
+ edge.targetHandle;
});
}
@@ -169,10 +169,10 @@ export function buildTweaks(flow) {
}
export function validateNode(
- n: NodeType,
+ node: NodeType,
reactFlowInstance: ReactFlowInstance
): Array {
- if (!n.data?.node?.template || !Object.keys(n.data.node.template)) {
+ if (!node.data?.node?.template || !Object.keys(node.data.node.template)) {
return [
"We've noticed a potential issue with a node in the flow. Please review it and, if necessary, submit a bug report with your exported flow file. Thank you for your help!",
];
@@ -181,7 +181,7 @@ export function validateNode(
const {
type,
node: { template },
- } = n.data;
+ } = node.data;
return Object.keys(template).reduce(
(errors: Array, t) =>
@@ -194,9 +194,9 @@ export function validateNode(
!reactFlowInstance
.getEdges()
.some(
- (e) =>
- e.targetHandle.split("|")[1] === t &&
- e.targetHandle.split("|")[2] === n.id
+ (edge) =>
+ edge.targetHandle.split("|")[1] === t &&
+ edge.targetHandle.split("|")[2] === node.id
)
? [
`${type} is missing ${
@@ -231,4 +231,13 @@ export function addVersionToDuplicates(flow: FlowType, flows: FlowType[]) {
}
return newName;
-}
\ No newline at end of file
+}
+
+export function getConnectedNodes(
+ edge: Edge,
+ nodes: Array
+): Array {
+ const sourceId = edge.source;
+ const targetId = edge.target;
+ return nodes.filter((node) => node.id === targetId || node.id === sourceId);
+}
diff --git a/src/frontend/src/utils/styleUtils.ts b/src/frontend/src/utils/styleUtils.ts
index 112ea6368..5b40e8c05 100644
--- a/src/frontend/src/utils/styleUtils.ts
+++ b/src/frontend/src/utils/styleUtils.ts
@@ -14,6 +14,7 @@ import {
Cpu,
Download,
DownloadCloud,
+ Edit,
Eraser,
ExternalLink,
File,
@@ -64,7 +65,6 @@ import {
XCircle,
Zap,
} from "lucide-react";
-import { Edge, Node } from "reactflow";
import { AirbyteIcon } from "../icons/Airbyte";
import { AnthropicIcon } from "../icons/Anthropic";
import { BingIcon } from "../icons/Bing";
@@ -74,6 +74,7 @@ import { EvernoteIcon } from "../icons/Evernote";
import { FBIcon } from "../icons/FacebookMessenger";
import { GitBookIcon } from "../icons/GitBook";
import { GoogleIcon } from "../icons/Google";
+import GradientSparkles from "../icons/GradientSparkles";
import { HuggingFaceIcon } from "../icons/HuggingFace";
import { IFixIcon } from "../icons/IFixIt";
import { MetaIcon } from "../icons/Meta";
@@ -146,6 +147,7 @@ export const nodeColors: { [char: string]: string } = {
str: "#049524",
retrievers: "#e6b25a",
unknown: "#9CA3AF",
+ custom_components: "#ab11ab",
};
export const nodeNames: { [char: string]: string } = {
@@ -166,7 +168,8 @@ export const nodeNames: { [char: string]: string } = {
retrievers: "Retrievers",
utilities: "Utilities",
output_parsers: "Output Parsers",
- unknown: "Unknown",
+ custom_components: "Custom",
+ unknown: "Other",
};
export const nodeIconsLucide = {
@@ -202,6 +205,7 @@ export const nodeIconsLucide = {
SupabaseVectorStore: SupabaseIcon,
VertexAI: VertexAIIcon,
ChatVertexAI: VertexAIIcon,
+ VertexAIEmbeddings: VertexAIIcon,
agents: Rocket,
WikipediaAPIWrapper: SvgWikipedia,
chains: Link,
@@ -224,6 +228,8 @@ export const nodeIconsLucide = {
unknown: HelpCircle,
WikipediaQueryRun: SvgWikipedia,
WolframAlphaQueryRun: SvgWolfram,
+ custom_components: GradientSparkles,
+ custom: Edit,
Trash2,
X,
XCircle,
@@ -271,8 +277,3 @@ export const nodeIconsLucide = {
MessageSquare,
MoreHorizontal,
};
-export function getConnectedNodes(edge: Edge, nodes: Array): Array {
- const sourceId = edge.source;
- const targetId = edge.target;
- return nodes.filter((node) => node.id === targetId || node.id === sourceId);
-}
diff --git a/src/frontend/src/utils/utils.ts b/src/frontend/src/utils/utils.ts
index 962d1de48..dec07fbe7 100644
--- a/src/frontend/src/utils/utils.ts
+++ b/src/frontend/src/utils/utils.ts
@@ -2,7 +2,7 @@ import clsx, { ClassValue } from "clsx";
import { twMerge } from "tailwind-merge";
import { ADJECTIVES, DESCRIPTIONS, NOUNS } from "../flow_constants";
import { IVarHighlightType } from "../types/components";
-import { FlowType } from "../types/flow";
+import { FlowType, NodeType } from "../types/flow";
import { TabsState } from "../types/tabs";
import { buildTweaks } from "./reactflowUtils";
@@ -88,119 +88,93 @@ export function checkUpperWords(str: string) {
export const isWrappedWithClass = (event: any, className: string | undefined) =>
event.target.closest(`.${className}`);
-export function groupByFamily(data, baseClasses, left, type) {
- let parentOutput: string;
- let arrOfParent: string[] = [];
- let arrOfType: { family: string; type: string; component: string }[] = [];
- let arrOfLength: { length: number; type: string }[] = [];
- let lastType = "";
- Object.keys(data).forEach((d) => {
- Object.keys(data[d]).forEach((n) => {
- try {
- if (
- data[d][n].base_classes.some((r) =>
- baseClasses.split("\n").includes(r)
- )
- ) {
- arrOfParent.push(d);
- }
- if (n === type) {
- parentOutput = d;
- }
+export function groupByFamily(data, baseClasses, left, flow?: NodeType[]) {
+ const baseClassesSet = new Set(baseClasses.split("\n"));
+ let arrOfPossibleInputs = [];
+ let arrOfPossibleOutputs = [];
+ let checkedNodes = new Map();
+ const excludeTypes = new Set([
+ "str",
+ "bool",
+ "float",
+ "code",
+ "prompt",
+ "file",
+ "int",
+ ]);
- if (d !== lastType) {
- arrOfLength.push({
- length: Object.keys(data[d]).length,
- type: d,
- });
+ const checkBaseClass = (template: any) =>
+ template.type &&
+ template.show &&
+ ((!excludeTypes.has(template.type) && baseClassesSet.has(template.type)) ||
+ (template.input_types &&
+ template.input_types.some((inputType) =>
+ baseClassesSet.has(inputType)
+ )));
- lastType = d;
- }
- } catch (e) {
- console.log(e);
- }
- });
- });
+ if (flow) {
+ for (const node of flow) {
+ const nodeData = node.data;
+ const foundNode = checkedNodes.get(nodeData.type);
+ checkedNodes.set(nodeData.type, {
+ hasBaseClassInTemplate:
+ foundNode?.hasBaseClassInTemplate ||
+ Object.values(nodeData.node.template).some(checkBaseClass),
+ hasBaseClassInBaseClasses:
+ foundNode?.hasBaseClassInBaseClasses ||
+ nodeData.node.base_classes.some((baseClass) =>
+ baseClassesSet.has(baseClass)
+ ),
+ });
+ }
+ }
- Object.keys(data).map((d) => {
- Object.keys(data[d]).map((n) => {
- try {
- baseClasses.split("\n").forEach((tol) => {
- data[d][n].base_classes.forEach((data) => {
- if (tol === data) {
- arrOfType.push({
- family: d,
- type: data,
- component: n,
- });
- }
- });
- });
- } catch (e) {
- console.log(e);
- }
- });
- });
+ for (const [d, nodes] of Object.entries(data)) {
+ let tempInputs = [],
+ tempOutputs = [];
- if (left === false) {
- let groupedBy = arrOfType.filter((object, index, self) => {
- const foundIndex = self.findIndex(
- (o) => o.family === object.family && o.type === object.type
- );
- return foundIndex === index;
- });
-
- return groupedBy.reduce((result, item) => {
- const existingGroup = result.find(
- (group) => group.family === item.family
- );
-
- if (existingGroup) {
- existingGroup.type += `, ${item.type}`;
- } else {
- result.push({
- family: item.family,
- type: item.type,
- component: item.component,
- });
+ for (const [n, node] of Object.entries(nodes)) {
+ let foundNode = checkedNodes.get(n);
+ if (!foundNode) {
+ foundNode = {
+ hasBaseClassInTemplate: Object.values(node.template).some(
+ checkBaseClass
+ ),
+ hasBaseClassInBaseClasses: node.base_classes.some((baseClass) =>
+ baseClassesSet.has(baseClass)
+ ),
+ };
+ checkedNodes.set(n, foundNode);
}
- if (left === false) {
- let resFil = result.filter((group) => group.family === parentOutput);
- result = resFil;
- }
-
- return result;
- }, []);
- } else {
- const groupedArray = [];
- const groupedData = {};
-
- arrOfType.forEach((item) => {
- const { family, type, component } = item;
- const key = `${family}-${type}`;
-
- if (!groupedData[key]) {
- groupedData[key] = { family, type, component: [component] };
- } else {
- groupedData[key].component.push(component);
- }
- });
-
- for (const key in groupedData) {
- groupedArray.push(groupedData[key]);
+ if (foundNode.hasBaseClassInTemplate) tempInputs.push(n);
+ if (foundNode.hasBaseClassInBaseClasses) tempOutputs.push(n);
}
- groupedArray.forEach((object, index, self) => {
- const findObj = arrOfLength.find((x) => x.type === object.family);
- if (object.component.length === findObj.length) {
- self[index]["type"] = "";
- } else {
- self[index]["type"] = object.component.join(", ");
- }
- });
- return groupedArray;
+ const totalNodes = Object.keys(nodes).length;
+ if (tempInputs.length)
+ arrOfPossibleInputs.push({
+ category: d,
+ nodes: tempInputs,
+ full: tempInputs.length === totalNodes,
+ });
+ if (tempOutputs.length)
+ arrOfPossibleOutputs.push({
+ category: d,
+ nodes: tempOutputs,
+ full: tempOutputs.length === totalNodes,
+ });
}
+
+ return left
+ ? arrOfPossibleOutputs.map((output) => ({
+ family: output.category,
+ type: output.full ? "" : output.nodes.join(", "),
+ }))
+ : arrOfPossibleInputs.map((input) => ({
+ family: input.category,
+ type: input.full ? "" : input.nodes.join(", "),
+ }));
}
export function buildInputs(tabsState, id) {
@@ -279,6 +253,27 @@ export function buildTweakObject(tweak) {
return tweakString;
}
+/**
+ * Function to get Chat Input Field
+ * @param {FlowType} flow - The current flow.
+ * @param {TabsState} tabsState - The current tabs state.
+ * @returns {string} - The chat input field
+ */
+export function getChatInputField(flow: FlowType, tabsState?: TabsState) {
+ let chat_input_field = "text";
+
+ if (
+ tabsState[flow.id] &&
+ tabsState[flow.id].formKeysData &&
+ tabsState[flow.id].formKeysData.input_keys
+ ) {
+ chat_input_field = Object.keys(
+ tabsState[flow.id].formKeysData.input_keys
+ )[0];
+ }
+ return chat_input_field;
+}
+
/**
* Function to get the python code for the API
* @param {string} flowId - The id of the flow
@@ -364,7 +359,7 @@ export function getCurlCode(
/**
* Function to get the python code for the API
- * @param {string} flowName - The name of the flow
+ * @param {string} flow - The current flow
* @returns {string} - The python code
*/
export function getPythonCode(
@@ -386,3 +381,32 @@ flow = load_flow_from_json("${flowName}.json", tweaks=TWEAKS)
inputs = ${inputs}
flow(inputs)`;
}
+
+/**
+ * Function to get the widget code for the API
+ * @param {string} flow - The current flow.
+ * @returns {string} - The widget code
+ */
+export function getWidgetCode(flow: FlowType, tabsState?: TabsState): string {
+ const flowId = flow.id;
+ const flowName = flow.name;
+ const inputs = buildInputs(tabsState, flow.id);
+ let chat_input_field = getChatInputField(flow, tabsState);
+
+ return `
+
+
+
@@ -22,54 +21,75 @@
-
-
@@ -248,11 +271,11 @@ flow = load_flow_from_json("path/to/flow.json")
flow("Hey, have you heard of Langflow?")
```
-
# ๐ Contributing
We welcome contributions from developers of all levels to our open-source project on GitHub. If you'd like to contribute, please check our [contributing guidelines](./CONTRIBUTING.md) and help make Langflow more accessible.
+---
Join our [Discord](https://discord.com/invite/EqksyE2EX9) server to ask questions, make suggestions and showcase your projects! ๐ฆพ
@@ -261,7 +284,6 @@ Join our [Discord](https://discord.com/invite/EqksyE2EX9) server to ask question
[](https://star-history.com/#logspace-ai/langflow&Date)
-
# ๐ License
Langflow is released under the MIT License. See the LICENSE file for details.
diff --git a/dev.Dockerfile b/dev.Dockerfile
index b38929db2..ed3631516 100644
--- a/dev.Dockerfile
+++ b/dev.Dockerfile
@@ -15,4 +15,4 @@ COPY ./ ./
# Install dependencies
RUN poetry config virtualenvs.create false && poetry install --no-interaction --no-ansi
-CMD ["uvicorn", "langflow.main:app", "--host", "0.0.0.0", "--port", "5003", "--reload", "log-level", "debug"]
\ No newline at end of file
+CMD ["uvicorn", "--factory", "src.backend.langflow.main:create_app", "--host", "0.0.0.0", "--port", "7860", "--reload", "--log-level", "debug"]
diff --git a/docker-compose.debug.yml b/docker-compose.debug.yml
index 581bdc6da..6a9802e38 100644
--- a/docker-compose.debug.yml
+++ b/docker-compose.debug.yml
@@ -1,4 +1,4 @@
-version: '3.4'
+version: "3.4"
services:
backend:
@@ -7,7 +7,12 @@ services:
build:
context: ./
dockerfile: ./dev.Dockerfile
- command: ["sh", "-c", "pip install debugpy -t /tmp && python /tmp/debugpy --wait-for-client --listen 0.0.0.0:5678 -m uvicorn langflow.main:app --host 0.0.0.0 --port 7860 --reload"]
+ command:
+ [
+ "sh",
+ "-c",
+ "pip install debugpy -t /tmp && python /tmp/debugpy --wait-for-client --listen 0.0.0.0:5678 -m uvicorn --factory src.backend.langflow.main:create_app --host 0.0.0.0 --port 7860 --reload",
+ ]
ports:
- 7860:7860
- 5678:5678
@@ -22,7 +27,7 @@ services:
ports:
- "3000:3000"
volumes:
- - ./src/frontend/public:/home/node/app/public
- - ./src/frontend/src:/home/node/app/src
- - ./src/frontend/package.json:/home/node/app/package.json
- restart: on-failure
\ No newline at end of file
+ - ./src/frontend/public:/home/node/app/public
+ - ./src/frontend/src:/home/node/app/src
+ - ./src/frontend/package.json:/home/node/app/package.json
+ restart: on-failure
diff --git a/docker-compose.yml b/docker-compose.yml
index 755d0794d..13d39e1f3 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,4 +1,4 @@
-version: '3'
+version: "3"
services:
backend:
@@ -9,7 +9,7 @@ services:
- "7860:7860"
volumes:
- ./:/app
- command: bash -c "uvicorn langflow.main:app --host 0.0.0.0 --port 7860 --reload"
+ command: bash -c "uvicorn --factory src.backend.langflow.main:create_app --host 0.0.0.0 --port 7860 --reload"
frontend:
build:
@@ -22,7 +22,7 @@ services:
ports:
- "3000:3000"
volumes:
- - ./src/frontend/public:/home/node/app/public
- - ./src/frontend/src:/home/node/app/src
- - ./src/frontend/package.json:/home/node/app/package.json
- restart: on-failure
\ No newline at end of file
+ - ./src/frontend/public:/home/node/app/public
+ - ./src/frontend/src:/home/node/app/src
+ - ./src/frontend/package.json:/home/node/app/package.json
+ restart: on-failure
diff --git a/docker_example/docker-compose.yml b/docker_example/docker-compose.yml
index 40ceb2504..ffb033104 100644
--- a/docker_example/docker-compose.yml
+++ b/docker_example/docker-compose.yml
@@ -6,5 +6,5 @@ services:
context: .
dockerfile: Dockerfile
ports:
- - "5003:5003"
+ - "7860:7860"
command: langflow --host 0.0.0.0
diff --git a/docs/docs/components/agents.mdx b/docs/docs/components/agents.mdx
index 47273bcc2..c9d88f331 100644
--- a/docs/docs/components/agents.mdx
+++ b/docs/docs/components/agents.mdx
@@ -1,5 +1,14 @@
+import Admonition from '@theme/Admonition';
+
# Agents
+