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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
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10
docs/.docusaurus/client-modules.js
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@ -1,7 +1,7 @@
export default [
require('/Users/rodrigonader/Repositories/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('/Users/rodrigonader/Repositories/logspace/langflow/docs/node_modules/@docusaurus/theme-classic/lib/nprogress'),
require('/Users/rodrigonader/Repositories/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/infima/dist/css/default/default.css'),
require('/home/carlos/repo/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/nprogress'),
require('/home/carlos/repo/logspace/langflow/docs/src/css/custom.css'),
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",
"id": "gcp-deployment",
"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",
"sourceDirName": ".",
"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",
"id": "jina-deployment",
"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",
"sourceDirName": ".",
"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": {
"id": "gcp-deployment",
"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"
},
"github-issues": {
@ -265,7 +265,7 @@
"jina-deployment": {
"id": "jina-deployment",
"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"
},
"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",
"isLast": true,
"routePriority": -1,
"sidebarFilePath": "/Users/rodrigonader/Repositories/logspace/langflow/docs/sidebars.js",
"contentPath": "/Users/rodrigonader/Repositories/logspace/langflow/docs/docs",
"contentPathLocalized": "/Users/rodrigonader/Repositories/logspace/langflow/docs/i18n/en/docusaurus-plugin-content-docs/current",
"sidebarFilePath": "/home/carlos/repo/logspace/langflow/docs/sidebars.js",
"contentPath": "/home/carlos/repo/logspace/langflow/docs/docs",
"contentPathLocalized": "/home/carlos/repo/logspace/langflow/docs/i18n/en/docusaurus-plugin-content-docs/current",
"docs": [
{
"unversionedId": "buffer-memory",
@ -201,7 +201,7 @@
"unversionedId": "gcp-deployment",
"id": "gcp-deployment",
"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",
"sourceDirName": ".",
"slug": "/gcp-deployment",
@ -358,7 +358,7 @@
"unversionedId": "jina-deployment",
"id": "jina-deployment",
"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",
"sourceDirName": ".",
"slug": "/jina-deployment",

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

18
docs/.docusaurus/routes.js
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@ -4,47 +4,47 @@ import ComponentCreator from '@docusaurus/ComponentCreator';
export default [
{
path: '/__docusaurus/debug',
component: ComponentCreator('/__docusaurus/debug', 'd49'),
component: ComponentCreator('/__docusaurus/debug', '437'),
exact: true
},
{
path: '/__docusaurus/debug/config',
component: ComponentCreator('/__docusaurus/debug/config', 'c5a'),
component: ComponentCreator('/__docusaurus/debug/config', 'f3c'),
exact: true
},
{
path: '/__docusaurus/debug/content',
component: ComponentCreator('/__docusaurus/debug/content', 'c19'),
component: ComponentCreator('/__docusaurus/debug/content', '5ed'),
exact: true
},
{
path: '/__docusaurus/debug/globalData',
component: ComponentCreator('/__docusaurus/debug/globalData', '338'),
component: ComponentCreator('/__docusaurus/debug/globalData', '6e2'),
exact: true
},
{
path: '/__docusaurus/debug/metadata',
component: ComponentCreator('/__docusaurus/debug/metadata', '39f'),
component: ComponentCreator('/__docusaurus/debug/metadata', '00b'),
exact: true
},
{
path: '/__docusaurus/debug/registry',
component: ComponentCreator('/__docusaurus/debug/registry', 'e70'),
component: ComponentCreator('/__docusaurus/debug/registry', '46d'),
exact: true
},
{
path: '/__docusaurus/debug/routes',
component: ComponentCreator('/__docusaurus/debug/routes', 'b1f'),
component: ComponentCreator('/__docusaurus/debug/routes', 'ce2'),
exact: true
},
{
path: '/markdown-page',
component: ComponentCreator('/markdown-page', 'b57'),
component: ComponentCreator('/markdown-page', 'd68'),
exact: true
},
{
path: '/',
component: ComponentCreator('/', '5b5'),
component: ComponentCreator('/', '6c4'),
routes: [
{
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",
"__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",
"__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",
"__context": {
"plugin": "plugin---docusaurus-debugf-67-8e6"
"plugin": "plugin---docusaurus-debug-667-210"
},
"allContent": "allContent---docusaurus-debug-content-246-9aa"
},
"/__docusaurus/debug/globalData-338": {
"/__docusaurus/debug/globalData-6e2": {
"__comp": "__comp---theme-debug-global-dataede-0fa",
"__context": {
"plugin": "plugin---docusaurus-debugf-67-8e6"
"plugin": "plugin---docusaurus-debug-667-210"
}
},
"/__docusaurus/debug/metadata-39f": {
"/__docusaurus/debug/metadata-00b": {
"__comp": "__comp---theme-debug-site-metadata-68-e-3d4",
"__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",
"__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",
"__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",
"__context": {
"plugin": "plugin---markdown-pagea-28-82c"
"plugin": "plugin---markdown-page-3-a-8-829"
},
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"/-6c4": {
"__comp": "__comp---theme-doc-page-1-be-9be",
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"plugin": "plugin---46-c-fdc"
"plugin": "plugin---8-d-8-3f8"
},
"versionMetadata": "versionMetadata---935-fcf"
},

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docs/docs/gcp-deployment.md
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@ -1,16 +1,18 @@
# 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
[![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)
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.
---
## 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.

102
docs/docs/jina-deployment.md
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@ -1,6 +1,6 @@
# 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
@ -23,65 +23,79 @@ langflow --jcloud
**Complete (example) output:**
```text
🚀 Deploying Langflow server on Jina AI Cloud
╭───────────────────────── 🎉 Flow is available! ──────────────────────────╮
│ │
│ ID langflow-e3dd8820ec │
│ Gateway (Websocket) wss://langflow-e3dd8820ec.wolf.jina.ai │
│ Dashboard https://dashboard.wolf.jina.ai/flow/e3dd8820ec │
│ │
╰──────────────────────────────────────────────────────────────────────────╯
╭──────────────┬──────────────────────────────────────────────────────────────────────────────╮
│ App ID │ langflow-e3dd8820ec │
├──────────────┼──────────────────────────────────────────────────────────────────────────────┤
│ Phase │ Serving │
├──────────────┼──────────────────────────────────────────────────────────────────────────────┤
│ Endpoint │ wss://langflow-e3dd8820ec.wolf.jina.ai │
├──────────────┼──────────────────────────────────────────────────────────────────────────────┤
│ App logs │ dashboards.wolf.jina.ai │
├──────────────┼──────────────────────────────────────────────────────────────────────────────┤
│ Swagger UI │ https://langflow-e3dd8820ec.wolf.jina.ai/docs │
├──────────────┼──────────────────────────────────────────────────────────────────────────────┤
│ OpenAPI JSON │ https://langflow-e3dd8820ec.wolf.jina.ai/openapi.json │
╰──────────────┴──────────────────────────────────────────────────────────────────────────────╯
🚀 Deploying Langflow server on Jina AI Cloud
╭───────────────────────── 🎉 Flow is available! ──────────────────────────╮
│ │
│ ID langflow-e3dd8820ec │
│ Gateway (Websocket) wss://langflow-e3dd8820ec.wolf.jina.ai │
│ Dashboard https://dashboard.wolf.jina.ai/flow/e3dd8820ec │
│ │
╰──────────────────────────────────────────────────────────────────────────╯
╭──────────────┬──────────────────────────────────────────────────────────────────────────────╮
│ App ID │ langflow-e3dd8820ec │
├──────────────┼──────────────────────────────────────────────────────────────────────────────┤
│ Phase │ Serving │
├──────────────┼──────────────────────────────────────────────────────────────────────────────┤
│ Endpoint │ wss://langflow-e3dd8820ec.wolf.jina.ai │
├──────────────┼──────────────────────────────────────────────────────────────────────────────┤
│ App logs │ dashboards.wolf.jina.ai │
├──────────────┼──────────────────────────────────────────────────────────────────────────────┤
│ Swagger UI │ https://langflow-e3dd8820ec.wolf.jina.ai/docs │
├──────────────┼──────────────────────────────────────────────────────────────────────────────┤
│ OpenAPI JSON │ https://langflow-e3dd8820ec.wolf.jina.ai/openapi.json │
╰──────────────┴──────────────────────────────────────────────────────────────────────────────╯
🎉 Langflow server successfully deployed on Jina AI Cloud 🎉
🔗 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
🎉 Langflow server successfully deployed on Jina AI Cloud 🎉
🔗 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
```
## 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
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'
HOST = 'https://langflow-f1ed20e309.wolf.jina.ai'
API_URL = f'{HOST}/predict'
def run_flow(message: str, flow_id: str, tweaks: dict = None) -> dict:
"""
Run a flow with a given message and optional tweaks.
def predict(message):
with open(FLOW_PATH, "r") as f:
json_data = json.load(f)
payload = {'exported_flow': json_data, 'message': message}
response = requests.post(API_URL, json=payload)
return response.json()
:param message: The message to send to the flow
:param flow_id: The ID of the flow to run
:param tweaks: Optional tweaks to customize the flow
:return: The JSON response from the flow
"""
api_url = f"{BASE_API_URL}/{flow_id}"
payload = {"message": message}
predict('Take me to 1920s Bangalore')
if tweaks:
payload["tweaks"] = tweaks
response = requests.post(api_url, json=payload)
return response.json()
# Setup any tweaks you want to apply to the flow
print(run_flow("Your message", flow_id=FLOW_ID, tweaks=TWEAKS))
```
```json
{
"result": "Great choice! Bangalore in the 1920s was a vibrant city with a rich cultural and political scene. Here are some suggestions for things to see and do:\n\n1. Visit the Bangalore Palace - built in 1887, this stunning palace is a perfect example of Tudor-style architecture. It was home to the Maharaja of Mysore and is now open to the public.\n\n2. Attend a performance at the Ravindra Kalakshetra - this cultural center was built in the 1920s and is still a popular venue for music and dance performances.\n\n3. Explore the neighborhoods of Basavanagudi and Malleswaram - both of these areas have retained much of their old-world charm and are great places to walk around and soak up the atmosphere.\n\n4. Check out the Bangalore Club - founded in 1868, this exclusive social club was a favorite haunt of the British expat community in the 1920s.\n\n5. Attend a meeting of the Indian National Congress - founded in 1885, the INC was a major force in the Indian independence movement and held many meetings and rallies in Bangalore in the 1920s.\n\nHope you enjoy your trip to 1920s Bangalore!"
}
{
"result": "Great choice! Bangalore in the 1920s was a vibrant city with a rich cultural and political scene. Here are some suggestions for things to see and do:\n\n1. Visit the Bangalore Palace - built in 1887, this stunning palace is a perfect example of Tudor-style architecture. It was home to the Maharaja of Mysore and is now open to the public.\n\n2. Attend a performance at the Ravindra Kalakshetra - this cultural center was built in the 1920s and is still a popular venue for music and dance performances.\n\n3. Explore the neighborhoods of Basavanagudi and Malleswaram - both of these areas have retained much of their old-world charm and are great places to walk around and soak up the atmosphere.\n\n4. Check out the Bangalore Club - founded in 1868, this exclusive social club was a favorite haunt of the British expat community in the 1920s.\n\n5. Attend a meeting of the Indian National Congress - founded in 1885, the INC was a major force in the Indian independence movement and held many meetings and rallies in Bangalore in the 1920s.\n\nHope you enjoy your trip to 1920s Bangalore!"
}
```
:::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
View file

@ -47,7 +47,7 @@ import ZoomableImage from '/src/theme/ZoomableImage.js';
- [`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)
- [`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)
- [`VectorStoreRouterAgent`](https://python.langchain.com/docs/modules/agents/toolkits/vectorstore)

9
docs/docs/python-function.mdx
View file

@ -24,7 +24,7 @@ The `AgentInitializer` component is a quick way to construct an agent from the m
:::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>
:::note LangChain Components 🦜🔗
- [`OpenAI`](https://python.langchain.com/docs/modules/model_io/models/llms/integrations/openai)
- [`Tool`](https://python.langchain.com/docs/modules/agents/tools/)
- [`ConversationBufferMemory`](https://python.langchain.com/docs/modules/memory/how_to/buffer)
- [`initialize_agent`](https://python.langchain.com/docs/modules/agents/)
- [`PythonFunctionTool`](https://python.langchain.com/docs/modules/agents/tools/how_to/custom_tools)
- [`ChatOpenAI`](https://python.langchain.com/docs/modules/model_io/models/chat/integrations/openai)
- [`AgentInitializer`](https://python.langchain.com/docs/modules/agents/)
:::

6
docs/docs/serp-api-tool.mdx
View file

@ -19,7 +19,7 @@ The `ZeroShotAgent` takes the `LLMChain` and the `Search` tool as inputs, using
:::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
@ -38,9 +38,9 @@ import ZoomableImage from '/src/theme/ZoomableImage.js';
#### <a target="\_blank" href="json_files/SerpAPI_Tool.json" download>Download Flow</a>
:::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/)
- [`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)
- [`Search`](https://python.langchain.com/docs/modules/agents/tools/integrations/serpapi)
- [`ZeroShotAgent`](https://python.langchain.com/docs/modules/agents/how_to/custom_mrkl_agent)
:::