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# LangGraph Integration
[Hosted Demo](https://assistant-ui-langgraph.vercel.app/)
This example demonstrates how to use LangChain LangGraph with assistant-ui. It is meant to be used with the backend found at LangGraph's Stockbroker example: https://github.com/bracesproul/langgraphjs-examples/tree/main/stockbroker
## Quick Start
### Using CLI (Recommended)
```bash
npx assistant-ui@latest create my-app --example with-langgraph
cd my-app
```
### Environment Variables
Create `.env.local`:
```
LANGGRAPH_API_URL=http://localhost:2024
LANGCHAIN_API_KEY=
NEXT_PUBLIC_LANGGRAPH_ASSISTANT_ID=stockbroker
```
`LANGGRAPH_API_URL` is the LangGraph deployment URL the bundled `/api/[..._path]` proxy fetches from. `LANGCHAIN_API_KEY` is forwarded as `x-api-key` and can be blank for an unauthenticated dev server. `NEXT_PUBLIC_LANGGRAPH_ASSISTANT_ID` is the graph id (a key under `graphs` in your `langgraph.json`).
### Run
```bash
npm install
npm run dev
```
## Features
- LangGraph agent integration via `@assistant-ui/react-langchain`
- Thread list for conversation management
- Custom tool UI for stock price snapshots
- Custom tool UI for stock purchases
## Related Documentation
- [assistant-ui Documentation](https://www.assistant-ui.com/docs)
- [LangGraph Integration Guide](https://www.assistant-ui.com/docs/runtimes/langgraph)