diff --git a/.devcontainer/demo/devcontainer.json b/.devcontainer/demo/devcontainer.json
index 1febd3cf5..0fb998b81 100644
--- a/.devcontainer/demo/devcontainer.json
+++ b/.devcontainer/demo/devcontainer.json
@@ -1,32 +1,33 @@
// For format details, see https://aka.ms/devcontainer.json. For config options, see the
// README at: https://github.com/devcontainers/templates/tree/main/src/universal
{
- "name": "LangChain Demo Container",
- // Or use a Dockerfile or Docker Compose file. More info: https://containers.dev/guide/dockerfile
- "image": "mcr.microsoft.com/devcontainers/python:3.10",
- "features": {
- "ghcr.io/devcontainers/features/aws-cli:1": {},
- "ghcr.io/devcontainers/features/docker-in-docker": {},
- "ghcr.io/devcontainers/features/node": {}
- },
- "customizations": {
- "vscode": {
- "extensions": [
- "actboy168.tasks",
- "GitHub.copilot",
- "ms-python.python",
- "eamodio.gitlens"
- ]
- }
- },
- // Features to add to the dev container. More info: https://containers.dev/features.
- // "features": {},
- // Use 'forwardPorts' to make a list of ports inside the container available locally.
- // "forwardPorts": [],
- // Use 'postCreateCommand' to run commands after the container is created.
- "postCreateCommand": "pipx install 'langflow>=0.0.33' && langflow --host 0.0.0.0"
- // Configure tool-specific properties.
- // "customizations": {},
- // Uncomment to connect as root instead. More info: https://aka.ms/dev-containers-non-root.
- // "remoteUser": "root"
-}
\ No newline at end of file
+ "name": "Langflow Demo Container",
+ // Or use a Dockerfile or Docker Compose file. More info: https://containers.dev/guide/dockerfile
+ "image": "mcr.microsoft.com/devcontainers/python:3.10",
+ "features": {
+ "ghcr.io/devcontainers/features/aws-cli:1": {},
+ "ghcr.io/devcontainers/features/docker-in-docker": {},
+ "ghcr.io/devcontainers/features/node": {}
+ },
+ "customizations": {
+ "vscode": {
+ "extensions": [
+ "actboy168.tasks",
+ "GitHub.copilot",
+ "ms-python.python",
+ "eamodio.gitlens",
+ "GitHub.vscode-pull-request-github"
+ ]
+ }
+ },
+ // Features to add to the dev container. More info: https://containers.dev/features.
+ // "features": {},
+ // Use 'forwardPorts' to make a list of ports inside the container available locally.
+ // "forwardPorts": [],
+ // Use 'postCreateCommand' to run commands after the container is created.
+ "postCreateCommand": "pipx install 'langflow>=0.0.33' && langflow --host 0.0.0.0"
+ // Configure tool-specific properties.
+ // "customizations": {},
+ // Uncomment to connect as root instead. More info: https://aka.ms/dev-containers-non-root.
+ // "remoteUser": "root"
+}
diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index 282ff4ad3..90966fb38 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -1,35 +1,41 @@
// For format details, see https://aka.ms/devcontainer.json. For config options, see the
// README at: https://github.com/devcontainers/templates/tree/main/src/universal
{
- "name": "LangChain Dev Container",
- // Or use a Dockerfile or Docker Compose file. More info: https://containers.dev/guide/dockerfile
- "image": "mcr.microsoft.com/devcontainers/universal:2-linux",
- "features": {
- "ghcr.io/devcontainers/features/aws-cli:1": {},
- "ghcr.io/devcontainers/features/docker-in-docker": {}
- },
- "customizations": {
- "vscode": {"extensions": [
- "actboy168.tasks",
- "GitHub.copilot",
- "ms-python.python",
- "sourcery.sourcery",
- "eamodio.gitlens"
- ]}
- },
+ "name": "Langflow Dev Container",
+ // Or use a Dockerfile or Docker Compose file. More info: https://containers.dev/guide/dockerfile
+ "image": "mcr.microsoft.com/devcontainers/python:1-3.10-bullseye",
- // Features to add to the dev container. More info: https://containers.dev/features.
- // "features": {},
+ // Features to add to the dev container. More info: https://containers.dev/features.
+ "features": {
+ "ghcr.io/devcontainers/features/node": {},
+ "ghcr.io/devcontainers-contrib/features/poetry": {}
+ },
- // Use 'forwardPorts' to make a list of ports inside the container available locally.
- // "forwardPorts": [],
+ // Use 'forwardPorts' to make a list of ports inside the container available locally.
+ // "forwardPorts": [],
- // Use 'postCreateCommand' to run commands after the container is created.
- "postCreateCommand": "poetry install"
+ // Use 'postCreateCommand' to run commands after the container is created.
+ "postCreateCommand": "make install_frontend && make install_backend",
- // Configure tool-specific properties.
- // "customizations": {},
+ "containerEnv": {
+ "POETRY_VIRTUALENVS_IN_PROJECT": "true"
+ },
- // Uncomment to connect as root instead. More info: https://aka.ms/dev-containers-non-root.
- // "remoteUser": "root"
+ // Configure tool-specific properties.
+ "customizations": {
+ "vscode": {
+ "extensions": [
+ "actboy168.tasks",
+ "GitHub.copilot",
+ "ms-python.python",
+ "sourcery.sourcery",
+ "eamodio.gitlens",
+ "ms-vscode.makefile-tools",
+ "GitHub.vscode-pull-request-github"
+ ]
+ }
+ }
+
+ // Uncomment to connect as root instead. More info: https://aka.ms/dev-containers-non-root.
+ // "remoteUser": "root"
}
diff --git a/docs/docs/components/utilities.mdx b/docs/docs/components/utilities.mdx
index f510990ce..593864213 100644
--- a/docs/docs/components/utilities.mdx
+++ b/docs/docs/components/utilities.mdx
@@ -1,10 +1,76 @@
-import Admonition from '@theme/Admonition';
+import Admonition from "@theme/Admonition";
# Utilities
-
- We appreciate your understanding as we polish our documentation – it may contain some rough edges. Share your feedback or report issues to help us improve! 🛠️📝
-
+
+ We appreciate your understanding as we polish our documentation – it may
+ contain some rough edges. Share your feedback or report issues to help us
+ improve! 🛠️📝
+
+Utilities are a set of actions that can be used to perform common tasks in a flow. They are available in the **Utilities** section in the sidebar.
+
+---
+
+### GET Request
+
+Make a GET request to the given URL.
+
+**Params**
+
+- **URL:** The URL to make the request to. There can be more than one URL, in which case the request will be made to each URL in order.
+- **Headers:** A dictionary of headers to send with the request.
+
+**Output**
+
+- **List of Documents:** A list of Documents containing the JSON response from each request.
+
+---
+
+### POST Request
+
+Make a POST request to the given URL.
+
+**Params**
+
+- **URL:** The URL to make the request to.
+- **Headers:** A dictionary of headers to send with the request.
+- **Document:** The Document containing a JSON object to send with the request.
+
+**Output**
+
+- **Document:** The JSON response from the request as a Document.
+
+---
+
+### Update Request
+
+Make a PATCH or PUT request to the given URL.
+
+**Params**
+
+- **URL:** The URL to make the request to.
+- **Headers:** A dictionary of headers to send with the request.
+- **Document:** The Document containing a JSON object to send with the request.
+- **Method:** The HTTP method to use for the request. Can be either `PATCH` or `PUT`.
+
+**Output**
+
+- **Document:** The JSON response from the request as a Document.
+
+---
+
+### JSON Document Builder
+
+Build a Document containing a JSON object using a key and another Document page content.
+
+**Params**
+
+- **Key:** The key to use for the JSON object.
+- **Document:** The Document page to use for the JSON object.
+
+**Output**
+
+- **List of Documents:** A list containing the Document with the JSON object.
diff --git a/docs/package-lock.json b/docs/package-lock.json
index ed79230c6..c0c8a73fd 100644
--- a/docs/package-lock.json
+++ b/docs/package-lock.json
@@ -16,7 +16,7 @@
"@docusaurus/theme-classic": "^2.4.1",
"@docusaurus/theme-search-algolia": "^2.4.1",
"@mdx-js/react": "^2.3.0",
- "@mendable/search": "^0.0.114",
+ "@mendable/search": "^0.0.154",
"@pbe/react-yandex-maps": "^1.2.4",
"@prismicio/client": "^7.0.1",
"@uiball/loaders": "^1.2.6",
@@ -3250,10 +3250,11 @@
}
},
"node_modules/@mendable/search": {
- "version": "0.0.114",
- "resolved": "https://registry.npmjs.org/@mendable/search/-/search-0.0.114.tgz",
- "integrity": "sha512-0uR+zxONuu/16bpLli49Jocr5fee1WIjs06KzU1AnHsR+fdFBmfrlpgTDWctgGuXPzS5Dorlw4VMlR5dPW5qVQ==",
+ "version": "0.0.154",
+ "resolved": "https://registry.npmjs.org/@mendable/search/-/search-0.0.154.tgz",
+ "integrity": "sha512-adNwXlIaMXVMCkPU2uUdghfn05Dmxb0BnE95SRLQJ6evHajsNFQdRl5Ltj3WijG+qo4ozTIJcPOBYrDPKMTPVw==",
"dependencies": {
+ "html-react-parser": "^4.2.0",
"posthog-js": "^1.45.1"
},
"peerDependencies": {
@@ -9351,6 +9352,33 @@
"safe-buffer": "~5.1.0"
}
},
+ "node_modules/html-dom-parser": {
+ "version": "4.0.0",
+ "resolved": "https://registry.npmjs.org/html-dom-parser/-/html-dom-parser-4.0.0.tgz",
+ "integrity": "sha512-TUa3wIwi80f5NF8CVWzkopBVqVAtlawUzJoLwVLHns0XSJGynss4jiY0mTWpiDOsuyw+afP+ujjMgRh9CoZcXw==",
+ "dependencies": {
+ "domhandler": "5.0.3",
+ "htmlparser2": "9.0.0"
+ }
+ },
+ "node_modules/html-dom-parser/node_modules/htmlparser2": {
+ "version": "9.0.0",
+ "resolved": "https://registry.npmjs.org/htmlparser2/-/htmlparser2-9.0.0.tgz",
+ "integrity": "sha512-uxbSI98wmFT/G4P2zXx4OVx04qWUmyFPrD2/CNepa2Zo3GPNaCaaxElDgwUrwYWkK1nr9fft0Ya8dws8coDLLQ==",
+ "funding": [
+ "https://github.com/fb55/htmlparser2?sponsor=1",
+ {
+ "type": "github",
+ "url": "https://github.com/sponsors/fb55"
+ }
+ ],
+ "dependencies": {
+ "domelementtype": "^2.3.0",
+ "domhandler": "^5.0.3",
+ "domutils": "^3.1.0",
+ "entities": "^4.5.0"
+ }
+ },
"node_modules/html-entities": {
"version": "2.4.0",
"resolved": "https://registry.npmjs.org/html-entities/-/html-entities-2.4.0.tgz",
@@ -9394,6 +9422,20 @@
"node": ">= 12"
}
},
+ "node_modules/html-react-parser": {
+ "version": "4.2.1",
+ "resolved": "https://registry.npmjs.org/html-react-parser/-/html-react-parser-4.2.1.tgz",
+ "integrity": "sha512-Dxzdowj5Zu/+7mr8X8PzCFbPXGuwCwGB2u4cB6oxZGES9inw85qlvnlfPD75VGKUGjcgsXs+9Dpj+THWNQyOBw==",
+ "dependencies": {
+ "domhandler": "5.0.3",
+ "html-dom-parser": "4.0.0",
+ "react-property": "2.0.0",
+ "style-to-js": "1.1.3"
+ },
+ "peerDependencies": {
+ "react": "0.14 || 15 || 16 || 17 || 18"
+ }
+ },
"node_modules/html-tags": {
"version": "3.3.1",
"resolved": "https://registry.npmjs.org/html-tags/-/html-tags-3.3.1.tgz",
@@ -15324,6 +15366,11 @@
"react": ">=16.6.0"
}
},
+ "node_modules/react-property": {
+ "version": "2.0.0",
+ "resolved": "https://registry.npmjs.org/react-property/-/react-property-2.0.0.tgz",
+ "integrity": "sha512-kzmNjIgU32mO4mmH5+iUyrqlpFQhF8K2k7eZ4fdLSOPFrD1XgEuSBv9LDEgxRXTMBqMd8ppT0x6TIzqE5pdGdw=="
+ },
"node_modules/react-router": {
"version": "5.3.4",
"resolved": "https://registry.npmjs.org/react-router/-/react-router-5.3.4.tgz",
@@ -17510,6 +17557,22 @@
"url": "https://github.com/sponsors/sindresorhus"
}
},
+ "node_modules/style-to-js": {
+ "version": "1.1.3",
+ "resolved": "https://registry.npmjs.org/style-to-js/-/style-to-js-1.1.3.tgz",
+ "integrity": "sha512-zKI5gN/zb7LS/Vm0eUwjmjrXWw8IMtyA8aPBJZdYiQTXj4+wQ3IucOLIOnF7zCHxvW8UhIGh/uZh/t9zEHXNTQ==",
+ "dependencies": {
+ "style-to-object": "0.4.1"
+ }
+ },
+ "node_modules/style-to-js/node_modules/style-to-object": {
+ "version": "0.4.1",
+ "resolved": "https://registry.npmjs.org/style-to-object/-/style-to-object-0.4.1.tgz",
+ "integrity": "sha512-HFpbb5gr2ypci7Qw+IOhnP2zOU7e77b+rzM+wTzXzfi1PrtBCX0E7Pk4wL4iTLnhzZ+JgEGAhX81ebTg/aYjQw==",
+ "dependencies": {
+ "inline-style-parser": "0.1.1"
+ }
+ },
"node_modules/style-to-object": {
"version": "0.3.0",
"resolved": "https://registry.npmjs.org/style-to-object/-/style-to-object-0.3.0.tgz",
diff --git a/docs/package.json b/docs/package.json
index 856e66ebe..277f959a8 100644
--- a/docs/package.json
+++ b/docs/package.json
@@ -22,7 +22,7 @@
"@docusaurus/theme-classic": "^2.4.1",
"@docusaurus/theme-search-algolia": "^2.4.1",
"@mdx-js/react": "^2.3.0",
- "@mendable/search": "^0.0.114",
+ "@mendable/search": "^0.0.154",
"@pbe/react-yandex-maps": "^1.2.4",
"@prismicio/client": "^7.0.1",
"@uiball/loaders": "^1.2.6",
@@ -69,4 +69,4 @@
"engines": {
"node": ">=16.14"
}
-}
+}
\ No newline at end of file
diff --git a/docs/sidebars.js b/docs/sidebars.js
index fbabab150..e44b1cf4f 100644
--- a/docs/sidebars.js
+++ b/docs/sidebars.js
@@ -42,6 +42,7 @@ module.exports = {
"components/text-splitters",
"components/toolkits",
"components/tools",
+ "components/utilities",
"components/vector-stores",
"components/wrappers",
],
diff --git a/poetry.lock b/poetry.lock
index a9b60719f..186eb4128 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -650,81 +650,80 @@ click = "*"
[[package]]
name = "clickhouse-connect"
-version = "0.6.8"
+version = "0.6.9"
description = "ClickHouse Database Core Driver for Python, Pandas, and Superset"
optional = false
python-versions = "~=3.7"
files = [
- {file = "clickhouse-connect-0.6.8.tar.gz", hash = "sha256:a8729f4f100f891d058944342d9a0838f4a51bd91504af6b6af106a01aa08426"},
- {file = "clickhouse_connect-0.6.8-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:8155c2a976d2de82a3df526dc980b77a07e815353f67e9bf49c15e09faa8b620"},
- {file = "clickhouse_connect-0.6.8-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:068244b05ea155a6cf6a6b4379b39c078f70659480366a152161f3235444dd4e"},
- {file = "clickhouse_connect-0.6.8-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a4f3d53a3c49002c57590abd17e616374559f3fa4c96d1aaf9500aef7655879a"},
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zstd = ["zstandard"]
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deepspeed = ["accelerate (>=0.20.3)", "deepspeed (>=0.9.3)"]
deepspeed-testing = ["GitPython (<3.1.19)", "accelerate (>=0.20.3)", "beautifulsoup4", "black (>=23.1,<24.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "deepspeed (>=0.9.3)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "optuna", "parameterized", "protobuf", "psutil", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "timeout-decorator"]
-dev = ["GitPython (<3.1.19)", "Pillow (<10.0.0)", "accelerate (>=0.20.3)", "av (==9.2.0)", "beautifulsoup4", "black (>=23.1,<24.0)", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "decord (==0.6.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "flax (>=0.4.1,<=0.7.0)", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "jax (>=0.2.8,!=0.3.2,<=0.4.13)", "jaxlib (>=0.1.65,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "nltk", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "ray[tune]", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (>=0.0.241,<=0.0.259)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorflow (>=2.6,<2.14)", "tensorflow-text (<2.14)", "tf2onnx", "timeout-decorator", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
+dev = ["GitPython (<3.1.19)", "Pillow (<10.0.0)", "accelerate (>=0.20.3)", "av (==9.2.0)", "beautifulsoup4", "black (>=23.1,<24.0)", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "decord (==0.6.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "flax (>=0.4.1,<=0.7.0)", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "nltk", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "ray[tune]", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (>=0.0.241,<=0.0.259)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorflow (>=2.6,<2.14)", "tensorflow-text (<2.14)", "tf2onnx", "timeout-decorator", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
dev-tensorflow = ["GitPython (<3.1.19)", "Pillow (<10.0.0)", "beautifulsoup4", "black (>=23.1,<24.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "isort (>=5.5.4)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "nltk", "onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (>=0.0.241,<=0.0.259)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorflow (>=2.6,<2.14)", "tensorflow-text (<2.14)", "tf2onnx", "timeout-decorator", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "urllib3 (<2.0.0)"]
dev-torch = ["GitPython (<3.1.19)", "Pillow (<10.0.0)", "accelerate (>=0.20.3)", "beautifulsoup4", "black (>=23.1,<24.0)", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "kenlm", "librosa", "nltk", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "ray[tune]", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (>=0.0.241,<=0.0.259)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "timeout-decorator", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
-docs = ["Pillow (<10.0.0)", "accelerate (>=0.20.3)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", "hf-doc-builder", "jax (>=0.2.8,!=0.3.2,<=0.4.13)", "jaxlib (>=0.1.65,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune]", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.6,<2.14)", "tensorflow-text (<2.14)", "tf2onnx", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "torchaudio", "torchvision"]
+docs = ["Pillow (<10.0.0)", "accelerate (>=0.20.3)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", "hf-doc-builder", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune]", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.6,<2.14)", "tensorflow-text (<2.14)", "tf2onnx", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "torchaudio", "torchvision"]
docs-specific = ["hf-doc-builder"]
fairscale = ["fairscale (>0.3)"]
-flax = ["flax (>=0.4.1,<=0.7.0)", "jax (>=0.2.8,!=0.3.2,<=0.4.13)", "jaxlib (>=0.1.65,<=0.4.13)", "optax (>=0.0.8,<=0.1.4)"]
+flax = ["flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "optax (>=0.0.8,<=0.1.4)"]
flax-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
ftfy = ["ftfy"]
integrations = ["optuna", "ray[tune]", "sigopt"]
@@ -6778,7 +6784,7 @@ tokenizers = ["tokenizers (>=0.11.1,!=0.11.3,<0.14)"]
torch = ["accelerate (>=0.20.3)", "torch (>=1.9,!=1.12.0)"]
torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
torch-vision = ["Pillow (<10.0.0)", "torchvision"]
-torchhub = ["filelock", "huggingface-hub (>=0.14.1,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "tqdm (>=4.27)"]
+torchhub = ["filelock", "huggingface-hub (>=0.15.1,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.9,!=1.12.0)", "tqdm (>=4.27)"]
video = ["av (==9.2.0)", "decord (==0.6.0)"]
vision = ["Pillow (<10.0.0)"]
@@ -7158,13 +7164,13 @@ files = [
[[package]]
name = "weaviate-client"
-version = "3.22.1"
+version = "3.23.0"
description = "A python native Weaviate client"
optional = false
python-versions = ">=3.8"
files = [
- {file = "weaviate-client-3.22.1.tar.gz", hash = "sha256:aff61bd3f5d74df20a62328443e3aa9c860d5330fdfb19c4d8ddc44cb604032f"},
- {file = "weaviate_client-3.22.1-py3-none-any.whl", hash = "sha256:01843a4899a227300e570409e77628e9d1b28476313f94943c37aee3f75112e1"},
+ {file = "weaviate-client-3.23.0.tar.gz", hash = "sha256:3ffd7f1460c9e32755d84d4f5fc63dfc0bd990dbe2c3dc20d5c68119d467680e"},
+ {file = "weaviate_client-3.23.0-py3-none-any.whl", hash = "sha256:3d3bb75c1d96b2b71e213c5eb885ae3e3f42e4304955383c467d100187d9ff8e"},
]
[package.dependencies]
@@ -7189,17 +7195,17 @@ files = [
[[package]]
name = "websocket-client"
-version = "1.6.1"
+version = "1.6.2"
description = "WebSocket client for Python with low level API options"
optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
files = [
- {file = "websocket-client-1.6.1.tar.gz", hash = "sha256:c951af98631d24f8df89ab1019fc365f2227c0892f12fd150e935607c79dd0dd"},
- {file = "websocket_client-1.6.1-py3-none-any.whl", hash = "sha256:f1f9f2ad5291f0225a49efad77abf9e700b6fef553900623060dad6e26503b9d"},
+ {file = "websocket-client-1.6.2.tar.gz", hash = "sha256:53e95c826bf800c4c465f50093a8c4ff091c7327023b10bfaff40cf1ef170eaa"},
+ {file = "websocket_client-1.6.2-py3-none-any.whl", hash = "sha256:ce54f419dfae71f4bdba69ebe65bf7f0a93fe71bc009ad3a010aacc3eebad537"},
]
[package.extras]
-docs = ["Sphinx (>=3.4)", "sphinx-rtd-theme (>=0.5)"]
+docs = ["Sphinx (>=6.0)", "sphinx-rtd-theme (>=1.1.0)"]
optional = ["python-socks", "wsaccel"]
test = ["websockets"]
@@ -7283,13 +7289,13 @@ files = [
[[package]]
name = "wheel"
-version = "0.41.1"
+version = "0.41.2"
description = "A built-package format for Python"
optional = false
python-versions = ">=3.7"
files = [
- {file = "wheel-0.41.1-py3-none-any.whl", hash = "sha256:473219bd4cbedc62cea0cb309089b593e47c15c4a2531015f94e4e3b9a0f6981"},
- {file = "wheel-0.41.1.tar.gz", hash = "sha256:12b911f083e876e10c595779709f8a88a59f45aacc646492a67fe9ef796c1b47"},
+ {file = "wheel-0.41.2-py3-none-any.whl", hash = "sha256:75909db2664838d015e3d9139004ee16711748a52c8f336b52882266540215d8"},
+ {file = "wheel-0.41.2.tar.gz", hash = "sha256:0c5ac5ff2afb79ac23ab82bab027a0be7b5dbcf2e54dc50efe4bf507de1f7985"},
]
[package.extras]
diff --git a/pyproject.toml b/pyproject.toml
index 9541dd0dc..1475ef5ad 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
[tool.poetry]
name = "langflow"
-version = "0.4.12"
+version = "0.4.13"
description = "A Python package with a built-in web application"
authors = ["Logspace "]
maintainers = [
diff --git a/src/backend/langflow/api/v1/chat.py b/src/backend/langflow/api/v1/chat.py
index 06a2fdda0..e71ddf81f 100644
--- a/src/backend/langflow/api/v1/chat.py
+++ b/src/backend/langflow/api/v1/chat.py
@@ -104,14 +104,9 @@ async def stream_build(flow_id: str):
return
logger.debug("Building langchain object")
- try:
- # Some error could happen when building the graph
- graph = Graph.from_payload(graph_data)
- except Exception as exc:
- logger.exception(exc)
- error_message = str(exc)
- yield str(StreamData(event="error", data={"error": error_message}))
- return
+
+ # Some error could happen when building the graph
+ graph = Graph.from_payload(graph_data)
number_of_nodes = len(graph.nodes)
flow_data_store[flow_id]["status"] = BuildStatus.IN_PROGRESS
@@ -126,7 +121,9 @@ async def stream_build(flow_id: str):
params = vertex._built_object_repr()
valid = True
logger.debug(f"Building node {str(vertex.vertex_type)}")
- logger.debug(f"Output: {params}")
+ logger.debug(
+ f"Output: {params[:100]}{'...' if len(params) > 100 else ''}"
+ )
if vertex.artifacts:
# The artifacts will be prompt variables
# passed to build_input_keys_response
diff --git a/src/backend/langflow/api/v1/endpoints.py b/src/backend/langflow/api/v1/endpoints.py
index 1e1524222..2c109224b 100644
--- a/src/backend/langflow/api/v1/endpoints.py
+++ b/src/backend/langflow/api/v1/endpoints.py
@@ -56,7 +56,9 @@ def get_all():
logger.info(f"Loading {len(custom_component_dicts)} category(ies)")
for custom_component_dict in custom_component_dicts:
- logger.debug(custom_component_dict)
+ logger.debug(
+ {key: len(value) for key, value in custom_component_dict.items()}
+ )
custom_components_from_file = merge_nested_dicts_with_renaming(
custom_components_from_file, custom_component_dict
)
diff --git a/src/backend/langflow/api/v1/flows.py b/src/backend/langflow/api/v1/flows.py
index 9f5042fcb..2ff57f4ef 100644
--- a/src/backend/langflow/api/v1/flows.py
+++ b/src/backend/langflow/api/v1/flows.py
@@ -1,5 +1,6 @@
from typing import List
from uuid import UUID
+from fastapi.encoders import jsonable_encoder
from langflow.settings import settings
from langflow.api.utils import remove_api_keys
from langflow.api.v1.schemas import FlowListCreate, FlowListRead
@@ -11,12 +12,11 @@ from langflow.database.models.flow import (
FlowUpdate,
)
from langflow.database.base import get_session
+import orjson
from sqlmodel import Session, select
from fastapi import APIRouter, Depends, HTTPException
-from fastapi.encoders import jsonable_encoder
from fastapi import File, UploadFile
-import json
# build router
router = APIRouter(prefix="/flows", tags=["Flows"])
@@ -105,7 +105,7 @@ async def upload_file(
):
"""Upload flows from a file."""
contents = await file.read()
- data = json.loads(contents)
+ data = orjson.loads(contents)
if "flows" in data:
flow_list = FlowListCreate(**data)
else:
diff --git a/src/backend/langflow/api/v1/schemas.py b/src/backend/langflow/api/v1/schemas.py
index 0148dac6d..de0348d38 100644
--- a/src/backend/langflow/api/v1/schemas.py
+++ b/src/backend/langflow/api/v1/schemas.py
@@ -1,9 +1,9 @@
from enum import Enum
from pathlib import Path
from typing import Any, Dict, List, Optional, Union
+from langflow.database.models.base import orjson_dumps
from langflow.database.models.flow import FlowCreate, FlowRead
from pydantic import BaseModel, Field, validator
-import json
class BuildStatus(Enum):
@@ -115,7 +115,9 @@ class StreamData(BaseModel):
data: dict
def __str__(self) -> str:
- return f"event: {self.event}\ndata: {json.dumps(self.data)}\n\n"
+ return (
+ f"event: {self.event}\ndata: {orjson_dumps(self.data, indent_2=False)}\n\n"
+ )
class CustomComponentCode(BaseModel):
diff --git a/src/backend/langflow/cache/utils.py b/src/backend/langflow/cache/utils.py
index 3deabe9f4..cd282d2e9 100644
--- a/src/backend/langflow/cache/utils.py
+++ b/src/backend/langflow/cache/utils.py
@@ -2,13 +2,13 @@ import base64
import contextlib
import functools
import hashlib
-import json
import os
import tempfile
from collections import OrderedDict
from pathlib import Path
from typing import Any, Dict
from appdirs import user_cache_dir
+from langflow.database.models.base import orjson_dumps
CACHE: Dict[str, Any] = {}
@@ -76,7 +76,8 @@ def clear_old_cache_files(max_cache_size: int = 3):
def compute_dict_hash(graph_data):
graph_data = filter_json(graph_data)
- cleaned_graph_json = json.dumps(graph_data, sort_keys=True)
+ cleaned_graph_json = orjson_dumps(graph_data, sort_keys=True)
+
return hashlib.sha256(cleaned_graph_json.encode("utf-8")).hexdigest()
diff --git a/src/backend/langflow/chat/manager.py b/src/backend/langflow/chat/manager.py
index 2c3427a12..5cd833c10 100644
--- a/src/backend/langflow/chat/manager.py
+++ b/src/backend/langflow/chat/manager.py
@@ -9,10 +9,10 @@ from langflow.utils.logger import logger
import asyncio
-import json
from typing import Any, Dict, List
from langflow.cache.flow import InMemoryCache
+import orjson
class ChatHistory(Subject):
@@ -186,7 +186,7 @@ class ChatManager:
while True:
json_payload = await websocket.receive_json()
try:
- payload = json.loads(json_payload)
+ payload = orjson.loads(json_payload)
except TypeError:
payload = json_payload
if "clear_history" in payload:
diff --git a/src/backend/langflow/components/utilities/GetRequest.py b/src/backend/langflow/components/utilities/GetRequest.py
new file mode 100644
index 000000000..c8182ad0d
--- /dev/null
+++ b/src/backend/langflow/components/utilities/GetRequest.py
@@ -0,0 +1,76 @@
+from langflow import CustomComponent
+from langchain.schema import Document
+from langflow.database.models.base import orjson_dumps
+import requests
+from typing import Optional
+
+
+class GetRequest(CustomComponent):
+ display_name: str = "GET Request"
+ description: str = "Make a GET request to the given URL."
+ output_types: list[str] = ["Document"]
+ documentation: str = "https://docs.langflow.org/components/utilities#get-request"
+ beta = True
+ field_config = {
+ "url": {
+ "display_name": "URL",
+ "info": "The URL to make the request to",
+ "is_list": True,
+ },
+ "headers": {
+ "display_name": "Headers",
+ "field_type": "code",
+ "info": "The headers to send with the request.",
+ },
+ "code": {"show": False},
+ "timeout": {
+ "display_name": "Timeout",
+ "field_type": "int",
+ "info": "The timeout to use for the request.",
+ "value": 5,
+ },
+ }
+
+ def get_document(
+ self, session: requests.Session, url: str, headers: Optional[dict], timeout: int
+ ) -> Document:
+ try:
+ response = session.get(url, headers=headers, timeout=int(timeout))
+ try:
+ response_json = response.json()
+ result = orjson_dumps(response_json, indent_2=False)
+ except Exception:
+ result = response.text
+ self.repr_value = result
+ return Document(
+ page_content=result,
+ metadata={
+ "source": url,
+ "headers": headers,
+ "status_code": response.status_code,
+ },
+ )
+ except requests.Timeout:
+ return Document(
+ page_content="Request Timed Out",
+ metadata={"source": url, "headers": headers, "status_code": 408},
+ )
+ except Exception as exc:
+ return Document(
+ page_content=str(exc),
+ metadata={"source": url, "headers": headers, "status_code": 500},
+ )
+
+ def build(
+ self,
+ url: str,
+ headers: Optional[dict] = None,
+ timeout: int = 5,
+ ) -> list[Document]:
+ if headers is None:
+ headers = {}
+ urls = url if isinstance(url, list) else [url]
+ with requests.Session() as session:
+ documents = [self.get_document(session, u, headers, timeout) for u in urls]
+ self.repr_value = documents
+ return documents
diff --git a/src/backend/langflow/components/utilities/JSONDocumentBuilder.py b/src/backend/langflow/components/utilities/JSONDocumentBuilder.py
new file mode 100644
index 000000000..e41b6b6af
--- /dev/null
+++ b/src/backend/langflow/components/utilities/JSONDocumentBuilder.py
@@ -0,0 +1,55 @@
+### JSON Document Builder
+
+# Build a Document containing a JSON object using a key and another Document page content.
+
+# **Params**
+
+# - **Key:** The key to use for the JSON object.
+# - **Document:** The Document page to use for the JSON object.
+
+# **Output**
+
+# - **Document:** The Document containing the JSON object.
+
+from langflow import CustomComponent
+from langchain.schema import Document
+from langflow.database.models.base import orjson_dumps
+
+
+class JSONDocumentBuilder(CustomComponent):
+ display_name: str = "JSON Document Builder"
+ description: str = "Build a Document containing a JSON object using a key and another Document page content."
+ output_types: list[str] = ["Document"]
+ beta = True
+ documentation: str = (
+ "https://docs.langflow.org/components/utilities#json-document-builder"
+ )
+
+ field_config = {
+ "key": {"display_name": "Key"},
+ "document": {"display_name": "Document"},
+ }
+
+ def build(
+ self,
+ key: str,
+ document: Document,
+ ) -> Document:
+ documents = None
+ if isinstance(document, list):
+ documents = [
+ Document(
+ page_content=orjson_dumps({key: doc.page_content}, indent_2=False)
+ )
+ for doc in document
+ ]
+ elif isinstance(document, Document):
+ documents = Document(
+ page_content=orjson_dumps({key: document.page_content}, indent_2=False)
+ )
+ else:
+ raise TypeError(
+ f"Expected Document or list of Documents, got {type(document)}"
+ )
+ self.repr_value = documents
+ return documents
diff --git a/src/backend/langflow/components/utilities/PostRequest.py b/src/backend/langflow/components/utilities/PostRequest.py
new file mode 100644
index 000000000..9d5ab504f
--- /dev/null
+++ b/src/backend/langflow/components/utilities/PostRequest.py
@@ -0,0 +1,81 @@
+from langflow import CustomComponent
+from langchain.schema import Document
+from langflow.database.models.base import orjson_dumps
+import requests
+from typing import Optional
+
+
+class PostRequest(CustomComponent):
+ display_name: str = "POST Request"
+ description: str = "Make a POST request to the given URL."
+ output_types: list[str] = ["Document"]
+ documentation: str = "https://docs.langflow.org/components/utilities#post-request"
+ beta = True
+ field_config = {
+ "url": {"display_name": "URL", "info": "The URL to make the request to."},
+ "headers": {
+ "display_name": "Headers",
+ "field_type": "code",
+ "info": "The headers to send with the request.",
+ },
+ "code": {"show": False},
+ "document": {"display_name": "Document"},
+ }
+
+ def post_document(
+ self,
+ session: requests.Session,
+ document: Document,
+ url: str,
+ headers: Optional[dict] = None,
+ ) -> Document:
+ try:
+ response = session.post(url, headers=headers, data=document.page_content)
+ try:
+ response_json = response.json()
+ result = orjson_dumps(response_json, indent_2=False)
+ except Exception:
+ result = response.text
+ self.repr_value = result
+ return Document(
+ page_content=result,
+ metadata={
+ "source": url,
+ "headers": headers,
+ "status_code": response,
+ },
+ )
+ except Exception as exc:
+ return Document(
+ page_content=str(exc),
+ metadata={
+ "source": url,
+ "headers": headers,
+ "status_code": 500,
+ },
+ )
+
+ def build(
+ self,
+ document: Document,
+ url: str,
+ headers: Optional[dict] = None,
+ ) -> list[Document]:
+ if headers is None:
+ headers = {}
+
+ if not isinstance(document, list) and isinstance(document, Document):
+ documents: list[Document] = [document]
+ elif isinstance(document, list) and all(
+ isinstance(doc, Document) for doc in document
+ ):
+ documents = document
+ else:
+ raise ValueError("document must be a Document or a list of Documents")
+
+ with requests.Session() as session:
+ documents = [
+ self.post_document(session, doc, url, headers) for doc in documents
+ ]
+ self.repr_value = documents
+ return documents
diff --git a/src/backend/langflow/components/utilities/UpdateRequest.py b/src/backend/langflow/components/utilities/UpdateRequest.py
new file mode 100644
index 000000000..569dac013
--- /dev/null
+++ b/src/backend/langflow/components/utilities/UpdateRequest.py
@@ -0,0 +1,94 @@
+from typing import List, Optional
+import requests
+from langflow import CustomComponent
+from langchain.schema import Document
+from langflow.database.models.base import orjson_dumps
+
+
+class UpdateRequest(CustomComponent):
+ display_name: str = "Update Request"
+ description: str = "Make a PATCH request to the given URL."
+ output_types: list[str] = ["Document"]
+ documentation: str = "https://docs.langflow.org/components/utilities#update-request"
+ beta = True
+ field_config = {
+ "url": {"display_name": "URL", "info": "The URL to make the request to."},
+ "headers": {
+ "display_name": "Headers",
+ "field_type": "code",
+ "info": "The headers to send with the request.",
+ },
+ "code": {"show": False},
+ "document": {"display_name": "Document"},
+ "method": {
+ "display_name": "Method",
+ "field_type": "str",
+ "info": "The HTTP method to use.",
+ "options": ["PATCH", "PUT"],
+ "value": "PATCH",
+ },
+ }
+
+ def update_document(
+ self,
+ session: requests.Session,
+ document: Document,
+ url: str,
+ headers: Optional[dict] = None,
+ method: str = "PATCH",
+ ) -> Document:
+ try:
+ if method == "PATCH":
+ response = session.patch(
+ url, headers=headers, data=document.page_content
+ )
+ elif method == "PUT":
+ response = session.put(url, headers=headers, data=document.page_content)
+ else:
+ raise ValueError(f"Unsupported method: {method}")
+ try:
+ response_json = response.json()
+ result = orjson_dumps(response_json, indent_2=False)
+ except Exception:
+ result = response.text
+ self.repr_value = result
+ return Document(
+ page_content=result,
+ metadata={
+ "source": url,
+ "headers": headers,
+ "status_code": response.status_code,
+ },
+ )
+ except Exception as exc:
+ return Document(
+ page_content=str(exc),
+ metadata={"source": url, "headers": headers, "status_code": 500},
+ )
+
+ def build(
+ self,
+ method: str,
+ document: Document,
+ url: str,
+ headers: Optional[dict] = None,
+ ) -> List[Document]:
+ if headers is None:
+ headers = {}
+
+ if not isinstance(document, list) and isinstance(document, Document):
+ documents: list[Document] = [document]
+ elif isinstance(document, list) and all(
+ isinstance(doc, Document) for doc in document
+ ):
+ documents = document
+ else:
+ raise ValueError("document must be a Document or a list of Documents")
+
+ with requests.Session() as session:
+ documents = [
+ self.update_document(session, doc, url, headers, method)
+ for doc in documents
+ ]
+ self.repr_value = documents
+ return documents
diff --git a/src/backend/langflow/database/models/base.py b/src/backend/langflow/database/models/base.py
index e20895b93..a70999206 100644
--- a/src/backend/langflow/database/models/base.py
+++ b/src/backend/langflow/database/models/base.py
@@ -2,9 +2,20 @@ from sqlmodel import SQLModel
import orjson
-def orjson_dumps(v, *, default):
- # orjson.dumps returns bytes, to match standard json.dumps we need to decode
- return orjson.dumps(v, default=default).decode()
+def orjson_dumps(v, *, default=None, sort_keys=False, indent_2=True):
+ option = orjson.OPT_SORT_KEYS if sort_keys else None
+ if indent_2:
+ # orjson.dumps returns bytes, to match standard json.dumps we need to decode
+ # option
+ # To modify how data is serialized, specify option. Each option is an integer constant in orjson.
+ # To specify multiple options, mask them together, e.g., option=orjson.OPT_STRICT_INTEGER | orjson.OPT_NAIVE_UTC
+ if option is None:
+ option = orjson.OPT_INDENT_2
+ else:
+ option |= orjson.OPT_INDENT_2
+ if default is None:
+ return orjson.dumps(v, option=option).decode()
+ return orjson.dumps(v, default=default, option=option).decode()
class SQLModelSerializable(SQLModel):
diff --git a/src/backend/langflow/graph/edge/base.py b/src/backend/langflow/graph/edge/base.py
index 569d33ec0..dc7eab328 100644
--- a/src/backend/langflow/graph/edge/base.py
+++ b/src/backend/langflow/graph/edge/base.py
@@ -40,7 +40,6 @@ class Edge:
if no_matched_type:
logger.debug(self.source_types)
logger.debug(self.target_reqs)
- if no_matched_type:
raise ValueError(
f"Edge between {self.source.vertex_type} and {self.target.vertex_type} "
f"has no matched type"
diff --git a/src/backend/langflow/interface/custom/custom_component.py b/src/backend/langflow/interface/custom/custom_component.py
index 4151f056d..31f8433bc 100644
--- a/src/backend/langflow/interface/custom/custom_component.py
+++ b/src/backend/langflow/interface/custom/custom_component.py
@@ -3,6 +3,7 @@ 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.interface.custom.utils import extract_inner_type
from langflow.utils import validate
@@ -19,7 +20,7 @@ class CustomComponent(Component, extra=Extra.allow):
function_entrypoint_name = "build"
function: Optional[Callable] = None
return_type_valid_list = list(CUSTOM_COMPONENT_SUPPORTED_TYPES.keys())
- repr_value: Optional[str] = ""
+ repr_value: Optional[Any] = ""
def __init__(self, **data):
super().__init__(**data)
@@ -122,6 +123,10 @@ class CustomComponent(Component, extra=Extra.allow):
return_type = build_method["return_type"]
if not return_type:
return []
+ # If list or List is in the return type, then we remove it and return the inner type
+ if return_type.startswith("list") or return_type.startswith("List"):
+ return_type = extract_inner_type(return_type)
+
# 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 []
diff --git a/src/backend/langflow/interface/custom/directory_reader.py b/src/backend/langflow/interface/custom/directory_reader.py
index 7bff7b5f5..44b2d4f1b 100644
--- a/src/backend/langflow/interface/custom/directory_reader.py
+++ b/src/backend/langflow/interface/custom/directory_reader.py
@@ -77,7 +77,7 @@ class DirectoryReader:
]
filtered = [menu for menu in items if menu["components"]]
logger.debug(
- f'Filtered components {"with errors" if with_errors else ""}: {filtered}'
+ f'Filtered components {"with errors" if with_errors else ""}: {len(filtered)}'
)
return {"menu": filtered}
diff --git a/src/backend/langflow/interface/custom/utils.py b/src/backend/langflow/interface/custom/utils.py
new file mode 100644
index 000000000..99b0d4bc6
--- /dev/null
+++ b/src/backend/langflow/interface/custom/utils.py
@@ -0,0 +1,10 @@
+import re
+
+
+def extract_inner_type(return_type: str) -> str:
+ """
+ Extracts the inner type from a type hint that is a list.
+ """
+ if match := re.match(r"list\[(.*)\]", return_type, re.IGNORECASE):
+ return match[1]
+ return return_type
diff --git a/src/backend/langflow/interface/initialize/loading.py b/src/backend/langflow/interface/initialize/loading.py
index dc8188ea5..1cce109ab 100644
--- a/src/backend/langflow/interface/initialize/loading.py
+++ b/src/backend/langflow/interface/initialize/loading.py
@@ -1,4 +1,5 @@
import json
+import orjson
from typing import Any, Callable, Dict, Sequence, Type
from langchain.agents import agent as agent_module
@@ -66,7 +67,7 @@ def convert_kwargs(params):
for key in kwargs_keys:
if isinstance(params[key], str):
try:
- params[key] = json.loads(params[key])
+ params[key] = orjson.loads(params[key])
except json.JSONDecodeError:
# if the string is not a valid json string, we will
# remove the key from the params
@@ -306,7 +307,7 @@ def instantiate_documentloader(class_object: Type[BaseLoader], params: Dict):
metadata = params.pop("metadata", None)
if metadata and isinstance(metadata, str):
try:
- metadata = json.loads(metadata)
+ metadata = orjson.loads(metadata)
except json.JSONDecodeError as exc:
raise ValueError(
"The metadata you provided is not a valid JSON string."
diff --git a/src/backend/langflow/interface/initialize/utils.py b/src/backend/langflow/interface/initialize/utils.py
index ceb8a53a1..116673645 100644
--- a/src/backend/langflow/interface/initialize/utils.py
+++ b/src/backend/langflow/interface/initialize/utils.py
@@ -1,5 +1,7 @@
import contextlib
import json
+from langflow.database.models.base import orjson_dumps
+import orjson
from typing import Any, Dict, List
from langchain.agents import ZeroShotAgent
@@ -95,9 +97,11 @@ def format_content(variable):
def try_to_load_json(content):
with contextlib.suppress(json.JSONDecodeError):
- content = json.loads(content)
+ content = orjson.loads(content)
if isinstance(content, list):
content = ",".join([str(item) for item in content])
+ else:
+ content = orjson_dumps(content)
return content
diff --git a/src/backend/langflow/interface/initialize/vector_store.py b/src/backend/langflow/interface/initialize/vector_store.py
index 1bc2d73e0..233292626 100644
--- a/src/backend/langflow/interface/initialize/vector_store.py
+++ b/src/backend/langflow/interface/initialize/vector_store.py
@@ -1,4 +1,3 @@
-import json
from typing import Any, Callable, Dict, Type
from langchain.vectorstores import (
Pinecone,
@@ -12,6 +11,8 @@ from langchain.vectorstores import (
import os
+import orjson
+
def docs_in_params(params: dict) -> bool:
"""Check if params has documents OR texts and one of them is not an empty list,
@@ -92,7 +93,7 @@ def initialize_weaviate(class_object: Type[Weaviate], params: dict):
import weaviate # type: ignore
client_kwargs_json = params.get("client_kwargs", "{}")
- client_kwargs = json.loads(client_kwargs_json)
+ client_kwargs = orjson.loads(client_kwargs_json)
client_params = {
"url": params.get("weaviate_url"),
}
diff --git a/src/backend/langflow/interface/types.py b/src/backend/langflow/interface/types.py
index 885e33694..824b0af50 100644
--- a/src/backend/langflow/interface/types.py
+++ b/src/backend/langflow/interface/types.py
@@ -190,17 +190,16 @@ def build_frontend_node(custom_component: CustomComponent):
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"]
+ attributes = [
+ "display_name",
+ "description",
+ "beta",
+ "documentation",
+ "output_types",
+ ]
+ for attribute in attributes:
+ if attribute in template_config:
+ frontend_node[attribute] = template_config[attribute]
def build_field_config(custom_component: CustomComponent):
@@ -338,7 +337,9 @@ def build_valid_menu(valid_components):
valid_menu[menu_name] = {}
for component in menu_item["components"]:
- logger.debug(f"Building component: {component}")
+ logger.debug(
+ f"Building component: {component.get('name'), component.get('output_types')}"
+ )
try:
component_name = component["name"]
component_code = component["code"]
diff --git a/src/backend/langflow/processing/process.py b/src/backend/langflow/processing/process.py
index 8cefb1f44..6d62cdd68 100644
--- a/src/backend/langflow/processing/process.py
+++ b/src/backend/langflow/processing/process.py
@@ -1,6 +1,6 @@
+import json
from pathlib import Path
from langchain.schema import AgentAction
-import json
from langflow.interface.run import (
build_sorted_vertices_with_caching,
get_memory_key,
diff --git a/src/backend/langflow/settings.py b/src/backend/langflow/settings.py
index 6a10f0506..521f2be77 100644
--- a/src/backend/langflow/settings.py
+++ b/src/backend/langflow/settings.py
@@ -1,5 +1,6 @@
import contextlib
import json
+import orjson
import os
from typing import Optional, List
from pathlib import Path
@@ -126,7 +127,7 @@ class Settings(BaseSettings):
if isinstance(getattr(self, key), list):
# value might be a '[something]' string
with contextlib.suppress(json.decoder.JSONDecodeError):
- value = json.loads(str(value))
+ value = orjson.loads(str(value))
if isinstance(value, list):
for item in value:
if isinstance(item, Path):
diff --git a/src/backend/langflow/template/frontend_node/llms.py b/src/backend/langflow/template/frontend_node/llms.py
index a6a128cfe..fdf0a2b5b 100644
--- a/src/backend/langflow/template/frontend_node/llms.py
+++ b/src/backend/langflow/template/frontend_node/llms.py
@@ -1,5 +1,5 @@
-import json
from typing import Optional
+from langflow.database.models.base import orjson_dumps
from langflow.template.field.base import TemplateField
from langflow.template.frontend_node.base import FrontendNode
@@ -89,7 +89,7 @@ class LLMFrontendNode(FrontendNode):
if field.name == "config":
field.show = True
field.advanced = True
- field.value = json.dumps(CTRANSFORMERS_DEFAULT_CONFIG, indent=2)
+ field.value = orjson_dumps(CTRANSFORMERS_DEFAULT_CONFIG, indent_2=True)
@staticmethod
def format_field(field: TemplateField, name: Optional[str] = None) -> None:
diff --git a/src/backend/langflow/template/frontend_node/utilities.py b/src/backend/langflow/template/frontend_node/utilities.py
index df993e377..fa0b55332 100644
--- a/src/backend/langflow/template/frontend_node/utilities.py
+++ b/src/backend/langflow/template/frontend_node/utilities.py
@@ -1,6 +1,6 @@
import ast
-import json
from typing import Optional
+from langflow.database.models.base import orjson_dumps
from langflow.template.field.base import TemplateField
from langflow.template.frontend_node.base import FrontendNode
@@ -22,4 +22,4 @@ class UtilitiesFrontendNode(FrontendNode):
if isinstance(field.value, dict):
field.field_type = "code"
- field.value = json.dumps(field.value, indent=4)
+ field.value = orjson_dumps(field.value)
diff --git a/tests/test_cache.py b/tests/test_cache.py
index 50698c304..f3d0cabda 100644
--- a/tests/test_cache.py
+++ b/tests/test_cache.py
@@ -1,4 +1,6 @@
import json
+from langflow.database.models.base import orjson_dumps
+import orjson
from langflow.graph import Graph
import pytest
@@ -63,9 +65,9 @@ def test_cache_size_limit(basic_data_graph):
nodes = modified_data_graph["nodes"]
node_id = nodes[0]["id"]
# Now we replace all instances ode node_id with a new id in the json
- json_string = json.dumps(modified_data_graph)
+ json_string = orjson_dumps(modified_data_graph)
modified_json_string = json_string.replace(node_id, f"{node_id}_{i}")
- modified_data_graph_new_id = json.loads(modified_json_string)
+ modified_data_graph_new_id = orjson.loads(modified_json_string)
build_langchain_object_with_caching(modified_data_graph_new_id)
assert len(build_langchain_object_with_caching.cache) == 10
diff --git a/tests/test_database.py b/tests/test_database.py
index bc512b6b0..dd5f03933 100644
--- a/tests/test_database.py
+++ b/tests/test_database.py
@@ -1,11 +1,12 @@
-import json
+from fastapi.encoders import jsonable_encoder
+from langflow.database.models.base import orjson_dumps
+import orjson
import pytest
from uuid import UUID, uuid4
from sqlalchemy.orm import Session
from fastapi.testclient import TestClient
-from fastapi.encoders import jsonable_encoder
from langflow.api.v1.schemas import FlowListCreate
from langflow.database.models.flow import Flow, FlowCreate, FlowUpdate
@@ -23,7 +24,7 @@ def json_style():
# color: str = Field(index=True)
# emoji: str = Field(index=False)
# flow_id: UUID = Field(default=None, foreign_key="flow.id")
- return json.dumps(
+ return orjson_dumps(
{
"color": "red",
"emoji": "👍",
@@ -32,7 +33,7 @@ def json_style():
def test_create_flow(client: TestClient, json_flow: str):
- flow = json.loads(json_flow)
+ flow = orjson.loads(json_flow)
data = flow["data"]
flow = FlowCreate(name="Test Flow", description="description", data=data)
response = client.post("api/v1/flows/", json=flow.dict())
@@ -48,7 +49,7 @@ def test_create_flow(client: TestClient, json_flow: str):
def test_read_flows(client: TestClient, json_flow: str):
- flow_data = json.loads(json_flow)
+ flow_data = orjson.loads(json_flow)
data = flow_data["data"]
flow = FlowCreate(name="Test Flow", description="description", data=data)
response = client.post("api/v1/flows/", json=flow.dict())
@@ -89,7 +90,7 @@ def test_read_flows(client: TestClient, json_flow: str):
def test_read_flow(client: TestClient, json_flow: str):
- flow = json.loads(json_flow)
+ flow = orjson.loads(json_flow)
data = flow["data"]
flow = FlowCreate(name="Test Flow", description="description", data=data)
response = client.post("api/v1/flows/", json=flow.dict())
@@ -115,7 +116,7 @@ def test_read_flow(client: TestClient, json_flow: str):
def test_update_flow(client: TestClient, json_flow: str):
- flow = json.loads(json_flow)
+ flow = orjson.loads(json_flow)
data = flow["data"]
flow = FlowCreate(name="Test Flow", description="description", data=data)
@@ -136,7 +137,7 @@ def test_update_flow(client: TestClient, json_flow: str):
def test_delete_flow(client: TestClient, json_flow: str):
- flow = json.loads(json_flow)
+ flow = orjson.loads(json_flow)
data = flow["data"]
flow = FlowCreate(name="Test Flow", description="description", data=data)
response = client.post("api/v1/flows/", json=flow.dict())
@@ -147,7 +148,7 @@ def test_delete_flow(client: TestClient, json_flow: str):
def test_create_flows(client: TestClient, session: Session, json_flow: str):
- flow = json.loads(json_flow)
+ flow = orjson.loads(json_flow)
data = flow["data"]
# Create test data
flow_list = FlowListCreate(
@@ -172,7 +173,7 @@ def test_create_flows(client: TestClient, session: Session, json_flow: str):
def test_upload_file(client: TestClient, session: Session, json_flow: str):
- flow = json.loads(json_flow)
+ flow = orjson.loads(json_flow)
data = flow["data"]
# Create test data
flow_list = FlowListCreate(
@@ -181,7 +182,7 @@ def test_upload_file(client: TestClient, session: Session, json_flow: str):
FlowCreate(name="Flow 2", description="description", data=data),
]
)
- file_contents = json.dumps(flow_list.dict())
+ file_contents = orjson_dumps(flow_list.dict())
response = client.post(
"api/v1/flows/upload/",
files={"file": ("examples.json", file_contents, "application/json")},
@@ -200,7 +201,7 @@ def test_upload_file(client: TestClient, session: Session, json_flow: str):
def test_download_file(client: TestClient, session: Session, json_flow):
- flow = json.loads(json_flow)
+ flow = orjson.loads(json_flow)
data = flow["data"]
# Create test data
flow_list = FlowListCreate(
@@ -241,7 +242,7 @@ def test_get_nonexistent_flow(client: TestClient):
def test_update_flow_idempotency(client: TestClient, json_flow: str):
- flow_data = json.loads(json_flow)
+ flow_data = orjson.loads(json_flow)
data = flow_data["data"]
flow_data = FlowCreate(name="Test Flow", description="description", data=data)
response = client.post("api/v1/flows/", json=flow_data.dict())
@@ -253,7 +254,7 @@ def test_update_flow_idempotency(client: TestClient, json_flow: str):
def test_update_nonexistent_flow(client: TestClient, json_flow: str):
- flow_data = json.loads(json_flow)
+ flow_data = orjson.loads(json_flow)
data = flow_data["data"]
uuid = uuid4()
updated_flow = FlowCreate(
diff --git a/tests/test_loading.py b/tests/test_loading.py
index 11fa8e471..e5c409c93 100644
--- a/tests/test_loading.py
+++ b/tests/test_loading.py
@@ -1,5 +1,4 @@
import json
-
import pytest
from langchain.chains.base import Chain
from langflow.processing.process import load_flow_from_json