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Adjusted broken links. Added more info in some sections.

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carlosrcoelho 2023-06-22 10:41:44 -03:00
commit 08e5e98d84
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10
docs/.docusaurus/client-modules.js
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@ -1,7 +1,7 @@
export default [ export default [
require('/Users/rodrigonader/Repositories/logspace/langflow/docs/node_modules/infima/dist/css/default/default.css'), require('/home/carlos/repo/logspace/langflow/docs/node_modules/infima/dist/css/default/default.css'),
require('/Users/rodrigonader/Repositories/logspace/langflow/docs/node_modules/@docusaurus/theme-classic/lib/prism-include-languages'), require('/home/carlos/repo/logspace/langflow/docs/node_modules/@docusaurus/theme-classic/lib/prism-include-languages'),
require('/Users/rodrigonader/Repositories/logspace/langflow/docs/node_modules/@docusaurus/theme-classic/lib/nprogress'), require('/home/carlos/repo/logspace/langflow/docs/node_modules/@docusaurus/theme-classic/lib/nprogress'),
require('/Users/rodrigonader/Repositories/logspace/langflow/docs/src/css/custom.css'), require('/home/carlos/repo/logspace/langflow/docs/src/css/custom.css'),
require('/Users/rodrigonader/Repositories/logspace/langflow/docs/node_modules/docusaurus-plugin-image-zoom/lib/zoom'), require('/home/carlos/repo/logspace/langflow/docs/node_modules/docusaurus-plugin-image-zoom/lib/zoom'),
]; ];

2
docs/.docusaurus/docusaurus-plugin-content-docs/default/site-docs-gcp-deployment-md-960.json
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@ -2,7 +2,7 @@
"unversionedId": "gcp-deployment", "unversionedId": "gcp-deployment",
"id": "gcp-deployment", "id": "gcp-deployment",
"title": "Deploy on Google Cloud Platform", "title": "Deploy on Google Cloud Platform",
"description": "Run Langflow from a New Google Cloud Project", "description": "Run LangFlow from a New Google Cloud Project",
"source": "@site/docs/gcp-deployment.md", "source": "@site/docs/gcp-deployment.md",
"sourceDirName": ".", "sourceDirName": ".",
"slug": "/gcp-deployment", "slug": "/gcp-deployment",

2
docs/.docusaurus/docusaurus-plugin-content-docs/default/site-docs-jina-deployment-md-0be.json
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@ -2,7 +2,7 @@
"unversionedId": "jina-deployment", "unversionedId": "jina-deployment",
"id": "jina-deployment", "id": "jina-deployment",
"title": "Deploy on Jina AI Cloud", "title": "Deploy on Jina AI Cloud",
"description": "Langflow integrates with langchain-serve to provide a one-command deployment to Jina AI Cloud.", "description": "LangFlow integrates with langchain-serve to provide a one-command deployment to Jina AI Cloud.",
"source": "@site/docs/jina-deployment.md", "source": "@site/docs/jina-deployment.md",
"sourceDirName": ".", "sourceDirName": ".",
"slug": "/jina-deployment", "slug": "/jina-deployment",

4
docs/.docusaurus/docusaurus-plugin-content-docs/default/version-current-metadata-prop-751.json
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@ -223,7 +223,7 @@
"gcp-deployment": { "gcp-deployment": {
"id": "gcp-deployment", "id": "gcp-deployment",
"title": "Deploy on Google Cloud Platform", "title": "Deploy on Google Cloud Platform",
"description": "Run Langflow from a New Google Cloud Project", "description": "Run LangFlow from a New Google Cloud Project",
"sidebar": "docs" "sidebar": "docs"
}, },
"github-issues": { "github-issues": {
@ -265,7 +265,7 @@
"jina-deployment": { "jina-deployment": {
"id": "jina-deployment", "id": "jina-deployment",
"title": "Deploy on Jina AI Cloud", "title": "Deploy on Jina AI Cloud",
"description": "Langflow integrates with langchain-serve to provide a one-command deployment to Jina AI Cloud.", "description": "LangFlow integrates with langchain-serve to provide a one-command deployment to Jina AI Cloud.",
"sidebar": "docs" "sidebar": "docs"
}, },
"midjourney-prompt-chain": { "midjourney-prompt-chain": {

10
docs/.docusaurus/docusaurus-plugin-debug/default/docusaurus-debug-all-content-673.json
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@ -13,9 +13,9 @@
"tagsPath": "/tags", "tagsPath": "/tags",
"isLast": true, "isLast": true,
"routePriority": -1, "routePriority": -1,
"sidebarFilePath": "/Users/rodrigonader/Repositories/logspace/langflow/docs/sidebars.js", "sidebarFilePath": "/home/carlos/repo/logspace/langflow/docs/sidebars.js",
"contentPath": "/Users/rodrigonader/Repositories/logspace/langflow/docs/docs", "contentPath": "/home/carlos/repo/logspace/langflow/docs/docs",
"contentPathLocalized": "/Users/rodrigonader/Repositories/logspace/langflow/docs/i18n/en/docusaurus-plugin-content-docs/current", "contentPathLocalized": "/home/carlos/repo/logspace/langflow/docs/i18n/en/docusaurus-plugin-content-docs/current",
"docs": [ "docs": [
{ {
"unversionedId": "buffer-memory", "unversionedId": "buffer-memory",
@ -201,7 +201,7 @@
"unversionedId": "gcp-deployment", "unversionedId": "gcp-deployment",
"id": "gcp-deployment", "id": "gcp-deployment",
"title": "Deploy on Google Cloud Platform", "title": "Deploy on Google Cloud Platform",
"description": "Run Langflow from a New Google Cloud Project", "description": "Run LangFlow from a New Google Cloud Project",
"source": "@site/docs/gcp-deployment.md", "source": "@site/docs/gcp-deployment.md",
"sourceDirName": ".", "sourceDirName": ".",
"slug": "/gcp-deployment", "slug": "/gcp-deployment",
@ -358,7 +358,7 @@
"unversionedId": "jina-deployment", "unversionedId": "jina-deployment",
"id": "jina-deployment", "id": "jina-deployment",
"title": "Deploy on Jina AI Cloud", "title": "Deploy on Jina AI Cloud",
"description": "Langflow integrates with langchain-serve to provide a one-command deployment to Jina AI Cloud.", "description": "LangFlow integrates with langchain-serve to provide a one-command deployment to Jina AI Cloud.",
"source": "@site/docs/jina-deployment.md", "source": "@site/docs/jina-deployment.md",
"sourceDirName": ".", "sourceDirName": ".",
"slug": "/jina-deployment", "slug": "/jina-deployment",

4
docs/.docusaurus/docusaurus.config.mjs
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@ -32,11 +32,11 @@ export default {
{ {
"docs": { "docs": {
"routeBasePath": "/", "routeBasePath": "/",
"sidebarPath": "/Users/rodrigonader/Repositories/logspace/langflow/docs/sidebars.js", "sidebarPath": "/home/carlos/repo/logspace/langflow/docs/sidebars.js",
"path": "docs" "path": "docs"
}, },
"theme": { "theme": {
"customCss": "/Users/rodrigonader/Repositories/logspace/langflow/docs/src/css/custom.css" "customCss": "/home/carlos/repo/logspace/langflow/docs/src/css/custom.css"
} }
} }
] ]

6
docs/.docusaurus/registry.js
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@ -30,7 +30,7 @@ export default {
'content---multiple-vectorstores-3-c-5-02d': [() => import(/* webpackChunkName: 'content---multiple-vectorstores-3-c-5-02d' */ '@site/docs/multiple-vectorstores.mdx'), '@site/docs/multiple-vectorstores.mdx', require.resolveWeak('@site/docs/multiple-vectorstores.mdx')], 'content---multiple-vectorstores-3-c-5-02d': [() => import(/* webpackChunkName: 'content---multiple-vectorstores-3-c-5-02d' */ '@site/docs/multiple-vectorstores.mdx'), '@site/docs/multiple-vectorstores.mdx', require.resolveWeak('@site/docs/multiple-vectorstores.mdx')],
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'content---serp-api-toolaea-bee': [() => import(/* webpackChunkName: 'content---serp-api-toolaea-bee' */ '@site/docs/serp-api-tool.mdx'), '@site/docs/serp-api-tool.mdx', require.resolveWeak('@site/docs/serp-api-tool.mdx')], 'content---serp-api-toolaea-bee': [() => import(/* webpackChunkName: 'content---serp-api-toolaea-bee' */ '@site/docs/serp-api-tool.mdx'), '@site/docs/serp-api-tool.mdx', require.resolveWeak('@site/docs/serp-api-tool.mdx')],
'plugin---46-c-fdc': [() => import(/* webpackChunkName: 'plugin---46-c-fdc' */ '/Users/rodrigonader/Repositories/logspace/langflow/docs/.docusaurus/docusaurus-plugin-content-docs/default/plugin-route-context-module-100.json'), '/Users/rodrigonader/Repositories/logspace/langflow/docs/.docusaurus/docusaurus-plugin-content-docs/default/plugin-route-context-module-100.json', require.resolveWeak('/Users/rodrigonader/Repositories/logspace/langflow/docs/.docusaurus/docusaurus-plugin-content-docs/default/plugin-route-context-module-100.json')], 'plugin---8-d-8-3f8': [() => import(/* webpackChunkName: 'plugin---8-d-8-3f8' */ '/home/carlos/repo/logspace/langflow/docs/.docusaurus/docusaurus-plugin-content-docs/default/plugin-route-context-module-100.json'), '/home/carlos/repo/logspace/langflow/docs/.docusaurus/docusaurus-plugin-content-docs/default/plugin-route-context-module-100.json', require.resolveWeak('/home/carlos/repo/logspace/langflow/docs/.docusaurus/docusaurus-plugin-content-docs/default/plugin-route-context-module-100.json')],
'plugin---docusaurus-debugf-67-8e6': [() => import(/* webpackChunkName: 'plugin---docusaurus-debugf-67-8e6' */ '/Users/rodrigonader/Repositories/logspace/langflow/docs/.docusaurus/docusaurus-plugin-debug/default/plugin-route-context-module-100.json'), '/Users/rodrigonader/Repositories/logspace/langflow/docs/.docusaurus/docusaurus-plugin-debug/default/plugin-route-context-module-100.json', require.resolveWeak('/Users/rodrigonader/Repositories/logspace/langflow/docs/.docusaurus/docusaurus-plugin-debug/default/plugin-route-context-module-100.json')], 'plugin---docusaurus-debug-667-210': [() => import(/* webpackChunkName: 'plugin---docusaurus-debug-667-210' */ '/home/carlos/repo/logspace/langflow/docs/.docusaurus/docusaurus-plugin-debug/default/plugin-route-context-module-100.json'), '/home/carlos/repo/logspace/langflow/docs/.docusaurus/docusaurus-plugin-debug/default/plugin-route-context-module-100.json', require.resolveWeak('/home/carlos/repo/logspace/langflow/docs/.docusaurus/docusaurus-plugin-debug/default/plugin-route-context-module-100.json')],
'plugin---markdown-pagea-28-82c': [() => import(/* webpackChunkName: 'plugin---markdown-pagea-28-82c' */ '/Users/rodrigonader/Repositories/logspace/langflow/docs/.docusaurus/docusaurus-plugin-content-pages/default/plugin-route-context-module-100.json'), '/Users/rodrigonader/Repositories/logspace/langflow/docs/.docusaurus/docusaurus-plugin-content-pages/default/plugin-route-context-module-100.json', require.resolveWeak('/Users/rodrigonader/Repositories/logspace/langflow/docs/.docusaurus/docusaurus-plugin-content-pages/default/plugin-route-context-module-100.json')], 'plugin---markdown-page-3-a-8-829': [() => import(/* webpackChunkName: 'plugin---markdown-page-3-a-8-829' */ '/home/carlos/repo/logspace/langflow/docs/.docusaurus/docusaurus-plugin-content-pages/default/plugin-route-context-module-100.json'), '/home/carlos/repo/logspace/langflow/docs/.docusaurus/docusaurus-plugin-content-pages/default/plugin-route-context-module-100.json', require.resolveWeak('/home/carlos/repo/logspace/langflow/docs/.docusaurus/docusaurus-plugin-content-pages/default/plugin-route-context-module-100.json')],
'versionMetadata---935-fcf': [() => import(/* webpackChunkName: 'versionMetadata---935-fcf' */ '~docs/default/version-current-metadata-prop-751.json'), '~docs/default/version-current-metadata-prop-751.json', require.resolveWeak('~docs/default/version-current-metadata-prop-751.json')],}; 'versionMetadata---935-fcf': [() => import(/* webpackChunkName: 'versionMetadata---935-fcf' */ '~docs/default/version-current-metadata-prop-751.json'), '~docs/default/version-current-metadata-prop-751.json', require.resolveWeak('~docs/default/version-current-metadata-prop-751.json')],};

18
docs/.docusaurus/routes.js
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@ -4,47 +4,47 @@ import ComponentCreator from '@docusaurus/ComponentCreator';
export default [ export default [
{ {
path: '/__docusaurus/debug', path: '/__docusaurus/debug',
component: ComponentCreator('/__docusaurus/debug', 'd49'), component: ComponentCreator('/__docusaurus/debug', '437'),
exact: true exact: true
}, },
{ {
path: '/__docusaurus/debug/config', path: '/__docusaurus/debug/config',
component: ComponentCreator('/__docusaurus/debug/config', 'c5a'), component: ComponentCreator('/__docusaurus/debug/config', 'f3c'),
exact: true exact: true
}, },
{ {
path: '/__docusaurus/debug/content', path: '/__docusaurus/debug/content',
component: ComponentCreator('/__docusaurus/debug/content', 'c19'), component: ComponentCreator('/__docusaurus/debug/content', '5ed'),
exact: true exact: true
}, },
{ {
path: '/__docusaurus/debug/globalData', path: '/__docusaurus/debug/globalData',
component: ComponentCreator('/__docusaurus/debug/globalData', '338'), component: ComponentCreator('/__docusaurus/debug/globalData', '6e2'),
exact: true exact: true
}, },
{ {
path: '/__docusaurus/debug/metadata', path: '/__docusaurus/debug/metadata',
component: ComponentCreator('/__docusaurus/debug/metadata', '39f'), component: ComponentCreator('/__docusaurus/debug/metadata', '00b'),
exact: true exact: true
}, },
{ {
path: '/__docusaurus/debug/registry', path: '/__docusaurus/debug/registry',
component: ComponentCreator('/__docusaurus/debug/registry', 'e70'), component: ComponentCreator('/__docusaurus/debug/registry', '46d'),
exact: true exact: true
}, },
{ {
path: '/__docusaurus/debug/routes', path: '/__docusaurus/debug/routes',
component: ComponentCreator('/__docusaurus/debug/routes', 'b1f'), component: ComponentCreator('/__docusaurus/debug/routes', 'ce2'),
exact: true exact: true
}, },
{ {
path: '/markdown-page', path: '/markdown-page',
component: ComponentCreator('/markdown-page', 'b57'), component: ComponentCreator('/markdown-page', 'd68'),
exact: true exact: true
}, },
{ {
path: '/', path: '/',
component: ComponentCreator('/', '5b5'), component: ComponentCreator('/', '6c4'),
routes: [ routes: [
{ {
path: '/', path: '/',

36
docs/.docusaurus/routesChunkNames.json
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@ -1,58 +1,58 @@
{ {
"/__docusaurus/debug-d49": { "/__docusaurus/debug-437": {
"__comp": "__comp---theme-debug-config-23-a-2ff", "__comp": "__comp---theme-debug-config-23-a-2ff",
"__context": { "__context": {
"plugin": "plugin---docusaurus-debugf-67-8e6" "plugin": "plugin---docusaurus-debug-667-210"
} }
}, },
"/__docusaurus/debug/config-c5a": { "/__docusaurus/debug/config-f3c": {
"__comp": "__comp---theme-debug-config-23-a-2ff", "__comp": "__comp---theme-debug-config-23-a-2ff",
"__context": { "__context": {
"plugin": "plugin---docusaurus-debugf-67-8e6" "plugin": "plugin---docusaurus-debug-667-210"
} }
}, },
"/__docusaurus/debug/content-c19": { "/__docusaurus/debug/content-5ed": {
"__comp": "__comp---theme-debug-contentba-8-ce7", "__comp": "__comp---theme-debug-contentba-8-ce7",
"__context": { "__context": {
"plugin": "plugin---docusaurus-debugf-67-8e6" "plugin": "plugin---docusaurus-debug-667-210"
}, },
"allContent": "allContent---docusaurus-debug-content-246-9aa" "allContent": "allContent---docusaurus-debug-content-246-9aa"
}, },
"/__docusaurus/debug/globalData-338": { "/__docusaurus/debug/globalData-6e2": {
"__comp": "__comp---theme-debug-global-dataede-0fa", "__comp": "__comp---theme-debug-global-dataede-0fa",
"__context": { "__context": {
"plugin": "plugin---docusaurus-debugf-67-8e6" "plugin": "plugin---docusaurus-debug-667-210"
} }
}, },
"/__docusaurus/debug/metadata-39f": { "/__docusaurus/debug/metadata-00b": {
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"__context": { "__context": {
"plugin": "plugin---docusaurus-debugf-67-8e6" "plugin": "plugin---docusaurus-debug-667-210"
} }
}, },
"/__docusaurus/debug/registry-e70": { "/__docusaurus/debug/registry-46d": {
"__comp": "__comp---theme-debug-registry-679-501", "__comp": "__comp---theme-debug-registry-679-501",
"__context": { "__context": {
"plugin": "plugin---docusaurus-debugf-67-8e6" "plugin": "plugin---docusaurus-debug-667-210"
} }
}, },
"/__docusaurus/debug/routes-b1f": { "/__docusaurus/debug/routes-ce2": {
"__comp": "__comp---theme-debug-routes-946-699", "__comp": "__comp---theme-debug-routes-946-699",
"__context": { "__context": {
"plugin": "plugin---docusaurus-debugf-67-8e6" "plugin": "plugin---docusaurus-debug-667-210"
} }
}, },
"/markdown-page-b57": { "/markdown-page-d68": {
"__comp": "__comp---theme-mdx-page-1-f-3-b90", "__comp": "__comp---theme-mdx-page-1-f-3-b90",
"__context": { "__context": {
"plugin": "plugin---markdown-pagea-28-82c" "plugin": "plugin---markdown-page-3-a-8-829"
}, },
"content": "content---markdown-page-393-028" "content": "content---markdown-page-393-028"
}, },
"/-5b5": { "/-6c4": {
"__comp": "__comp---theme-doc-page-1-be-9be", "__comp": "__comp---theme-doc-page-1-be-9be",
"__context": { "__context": {
"plugin": "plugin---46-c-fdc" "plugin": "plugin---8-d-8-3f8"
}, },
"versionMetadata": "versionMetadata---935-fcf" "versionMetadata": "versionMetadata---935-fcf"
}, },

12
docs/docs/gcp-deployment.md
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@ -1,16 +1,18 @@
# Deploy on Google Cloud Platform # Deploy on Google Cloud Platform
## Run Langflow from a New Google Cloud Project ## Run LangFlow from a New Google Cloud Project
This guide will help you set up a Langflow development VM in a Google Cloud Platform project using Google Cloud Shell. This guide will help you set up a LangFlow development VM in a Google Cloud Platform project using Google Cloud Shell.
> **Note**: When Cloud Shell opens, be sure to select **Trust repo**. Some `gcloud` commands might not run in an ephemeral Cloud Shell environment. :::note
When Cloud Shell opens, be sure to select **Trust repo**. Some `gcloud` commands might not run in an ephemeral Cloud Shell environment.
:::
## Standard VM ## Standard VM
[![Open in Cloud Shell](https://gstatic.com/cloudssh/images/open-btn.svg)](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/logspace-ai/langflow&working_dir=scripts&shellonly=true&tutorial=walkthroughtutorial.md) [![Open in Cloud Shell](https://gstatic.com/cloudssh/images/open-btn.svg)](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/logspace-ai/langflow&working_dir=scripts&shellonly=true&tutorial=walkthroughtutorial.md)
This script sets up a Debian-based VM with the Langflow package, Nginx, and the necessary configurations to run the Langflow Dev environment. This script sets up a Debian-based VM with the LangFlow package, Nginx, and the necessary configurations to run the LangFlow Dev environment.
--- ---
@ -18,7 +20,7 @@ This script sets up a Debian-based VM with the Langflow package, Nginx, and the
[![Open in Cloud Shell - Spot Instance](https://gstatic.com/cloudssh/images/open-btn.svg)](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/genome21/langflow&working_dir=scripts&shellonly=true&tutorial=walkthroughtutorial_spot.md) [![Open in Cloud Shell - Spot Instance](https://gstatic.com/cloudssh/images/open-btn.svg)](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/genome21/langflow&working_dir=scripts&shellonly=true&tutorial=walkthroughtutorial_spot.md)
When running as a [spot (preemptible) instance](https://cloud.google.com/compute/docs/instances/preemptible), the code and VM will behave the same way as in a regular instance, executing the startup script to configure the environment, install necessary dependencies, and run the Langflow application. However, **due to the nature of spot instances, the VM may be terminated at any time if Google Cloud needs to reclaim the resources**. This makes spot instances suitable for fault-tolerant, stateless, or interruptible workloads that can handle unexpected terminations and restarts. When running as a [spot (preemptible) instance](https://cloud.google.com/compute/docs/instances/preemptible), the code and VM will behave the same way as in a regular instance, executing the startup script to configure the environment, install necessary dependencies, and run the LangFlow application. However, **due to the nature of spot instances, the VM may be terminated at any time if Google Cloud needs to reclaim the resources**. This makes spot instances suitable for fault-tolerant, stateless, or interruptible workloads that can handle unexpected terminations and restarts.
--- ---

18
docs/docs/how-contribute.md
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@ -10,8 +10,24 @@ To contribute to this project, please follow a ["fork and pull request"](https:/
Please do not try to push directly to this repo unless you are a maintainer. Please do not try to push directly to this repo unless you are a maintainer.
--- ---
## Local development
## Run Locally You can develop LangFlow using docker compose, or locally.
We provide a .vscode/launch.json file for debugging the backend in VSCode, which is a lot faster than using docker compose.
Setting up hooks:
```bash
make init
```
This will install the pre-commit hooks, which will run `make format` on every commit.
It is advised to run `make lint` before pushing to the repository.
---
## Run locally
LangFlow can run locally by cloning the repository and installing the dependencies. We recommend using a virtual environment to isolate the dependencies from your system. LangFlow can run locally by cloning the repository and installing the dependencies. We recommend using a virtual environment to isolate the dependencies from your system.

46
docs/docs/jina-deployment.md
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@ -1,6 +1,6 @@
# Deploy on Jina AI Cloud # Deploy on Jina AI Cloud
Langflow integrates with langchain-serve to provide a one-command deployment to [Jina AI Cloud](https://github.com/jina-ai/langchain-serve). LangFlow integrates with langchain-serve to provide a one-command deployment to [Jina AI Cloud](https://github.com/jina-ai/langchain-serve).
Start by installing `langchain-serve` with Start by installing `langchain-serve` with
@ -49,29 +49,43 @@ langflow --jcloud
🔗 Click on the link to open the server (please allow ~1-2 minutes for the server to startup): https://langflow-e3dd8820ec.wolf.jina.ai/ 🔗 Click on the link to open the server (please allow ~1-2 minutes for the server to startup): https://langflow-e3dd8820ec.wolf.jina.ai/
📖 Read more about managing the server: https://github.com/jina-ai/langchain-serve 📖 Read more about managing the server: https://github.com/jina-ai/langchain-serve
``` ```
## API Usage ## API Usage (with python)
You can use Langflow directly on your browser or the API endpoints on Jina AI Cloud to interact with the server. You can use LangFlow directly on your browser or the API endpoints on Jina AI Cloud to interact with the server.
```python ```python
import json
import requests import requests
FLOW_PATH = "Time_traveller.json" BASE_API_URL = "https://langflow-e3dd8820ec.wolf.jina.ai/api/v1/predict"
FLOW_ID = "864c4f98-2e59-468b-8e13-79cd8da07468"
# You can tweak the flow by adding a tweaks dictionary
# e.g {"OpenAI-XXXXX": {"model_name": "gpt-4"}}
TWEAKS = {
"ChatOpenAI-g4jEr": {},
"ConversationChain-UidfJ": {}
}
# HOST = 'http://localhost:7860' def run_flow(message: str, flow_id: str, tweaks: dict = None) -> dict:
HOST = 'https://langflow-f1ed20e309.wolf.jina.ai' """
API_URL = f'{HOST}/predict' Run a flow with a given message and optional tweaks.
def predict(message): :param message: The message to send to the flow
with open(FLOW_PATH, "r") as f: :param flow_id: The ID of the flow to run
json_data = json.load(f) :param tweaks: Optional tweaks to customize the flow
payload = {'exported_flow': json_data, 'message': message} :return: The JSON response from the flow
response = requests.post(API_URL, json=payload) """
api_url = f"{BASE_API_URL}/{flow_id}"
payload = {"message": message}
if tweaks:
payload["tweaks"] = tweaks
response = requests.post(api_url, json=payload)
return response.json() return response.json()
# Setup any tweaks you want to apply to the flow
predict('Take me to 1920s Bangalore') print(run_flow("Your message", flow_id=FLOW_ID, tweaks=TWEAKS))
``` ```
```json ```json
@ -82,6 +96,6 @@ You can use Langflow directly on your browser or the API endpoints on Jina AI Cl
:::info :::info
Read more about resource customization, cost, and management of Langflow apps on Jina AI Cloud in the **[langchain-serve](https://github.com/jina-ai/langchain-serve)** repository. Read more about resource customization, cost, and management of LangFlow apps on Jina AI Cloud in the **[langchain-serve](https://github.com/jina-ai/langchain-serve)** repository.
::: :::

2
docs/docs/multiple-vectorstores.mdx
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@ -47,7 +47,7 @@ import ZoomableImage from '/src/theme/ZoomableImage.js';
- [`OpenAIEmbedding`](https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/openai) - [`OpenAIEmbedding`](https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/openai)
- [`Chroma`](https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/chroma) - [`Chroma`](https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/chroma)
- [`VectorStoreInfo`](https://python.langchain.com/docs/modules/data_connection/vectorstores/) - [`VectorStoreInfo`](https://python.langchain.com/docs/modules/data_connection/vectorstores/)
- [`ChatOpenAI`](https://python.langchain.com/docs/modules/model_io/models/chat/integrations/openai) - [`OpenAI`](https://python.langchain.com/docs/modules/model_io/models/llms/integrations/openai)
- [`VectorStoreRouterToolkit`](https://python.langchain.com/docs/modules/agents/toolkits/vectorstore) - [`VectorStoreRouterToolkit`](https://python.langchain.com/docs/modules/agents/toolkits/vectorstore)
- [`VectorStoreRouterAgent`](https://python.langchain.com/docs/modules/agents/toolkits/vectorstore) - [`VectorStoreRouterAgent`](https://python.langchain.com/docs/modules/agents/toolkits/vectorstore)

9
docs/docs/python-function.mdx
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@ -24,7 +24,7 @@ The `AgentInitializer` component is a quick way to construct an agent from the m
:::info :::info
The `PythonFunction` is a custom component that uses the LangChain 🦜🔗 tool decorator. Learn more about it [here](https://python.langchain.com/en/latest/modules/agents/tools/custom_tools.html#using-the-tool-decorator). The `PythonFunction` is a custom component that uses the LangChain 🦜🔗 tool decorator. Learn more about it [here](https://python.langchain.com/docs/modules/agents/tools/how_to/custom_tools).
::: :::
@ -44,8 +44,7 @@ import ZoomableImage from '/src/theme/ZoomableImage.js';
#### <a target="\_blank" href="json_files/Python_Function.json" download>Download Flow</a> #### <a target="\_blank" href="json_files/Python_Function.json" download>Download Flow</a>
:::note LangChain Components 🦜🔗 :::note LangChain Components 🦜🔗
- [`OpenAI`](https://python.langchain.com/docs/modules/model_io/models/llms/integrations/openai) - [`PythonFunctionTool`](https://python.langchain.com/docs/modules/agents/tools/how_to/custom_tools)
- [`Tool`](https://python.langchain.com/docs/modules/agents/tools/) - [`ChatOpenAI`](https://python.langchain.com/docs/modules/model_io/models/chat/integrations/openai)
- [`ConversationBufferMemory`](https://python.langchain.com/docs/modules/memory/how_to/buffer) - [`AgentInitializer`](https://python.langchain.com/docs/modules/agents/)
- [`initialize_agent`](https://python.langchain.com/docs/modules/agents/)
::: :::

6
docs/docs/serp-api-tool.mdx
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@ -19,7 +19,7 @@ The `ZeroShotAgent` takes the `LLMChain` and the `Search` tool as inputs, using
:::info :::info
Learn more about the Serp API [here](https://python.langchain.com/en/latest/modules/agents/tools/examples/google_serper.html). Learn more about the Serp API [here](https://python.langchain.com/docs/modules/agents/tools/integrations/serpapi).
::: :::
## ⛓️ LangFlow Example ## ⛓️ LangFlow Example
@ -38,9 +38,9 @@ import ZoomableImage from '/src/theme/ZoomableImage.js';
#### <a target="\_blank" href="json_files/SerpAPI_Tool.json" download>Download Flow</a> #### <a target="\_blank" href="json_files/SerpAPI_Tool.json" download>Download Flow</a>
:::note LangChain Components 🦜🔗 :::note LangChain Components 🦜🔗
- [`SerpAPI`](https://python.langchain.com/docs/modules/agents/tools/integrations/serpapi)
- [`ZeroShotPrompt`](https://python.langchain.com/docs/modules/model_io/prompts/prompt_templates/) - [`ZeroShotPrompt`](https://python.langchain.com/docs/modules/model_io/prompts/prompt_templates/)
- [`ChatOpenAI`](https://python.langchain.com/docs/modules/model_io/models/llms/integrations/openai) - [`OpenAI`](https://python.langchain.com/docs/modules/model_io/models/llms/integrations/openai)
- [`LLMChain`](https://python.langchain.com/docs/modules/chains/foundational/llm_chain) - [`LLMChain`](https://python.langchain.com/docs/modules/chains/foundational/llm_chain)
- [`Search`](https://python.langchain.com/docs/modules/agents/tools/integrations/serpapi)
- [`ZeroShotAgent`](https://python.langchain.com/docs/modules/agents/how_to/custom_mrkl_agent) - [`ZeroShotAgent`](https://python.langchain.com/docs/modules/agents/how_to/custom_mrkl_agent)
::: :::