LangGraph CloudTutorial: Stockbroker
Build a stockbroker assistant with LangGraph and assistant-ui.
In this tutorial, we will build a stockbroker assistant using LangChain.js, LangGraph.js and assistant-ui.
We will go through the necessary steps to integrate assistant-ui with a LangGraph Cloud endpoint. Code snippets focus on the setup of the frontend, but we will highlight relevant sections of the backend code as well.
This agent leverages the following features:
- 🚄 Streaming of messages from LangGraph state to assistant-ui
- 💅 Rich text rendering using Markdown
- 🛠️ Generative UI: Mapping tool calls to tool UIs
- 🔁 Approval UI: Confirming tool calls before execution (human-in-the-loop)
Prerequisites
- Node.js 24 or higher
Final result
- Demo: https://assistant-ui-stockbroker.vercel.app/
- Source Code: https://github.com/assistant-ui/assistant-ui-stockbroker
Get started
Begin Part 1 of the tutorial by setting up the frontend.