Langgraph

01 // How It Works

By leveraging LangGraph, the application isolates runtime dependencies while maintaining low-latency execution traces across multi-step LLM operations.

02 // Setup Guide

1. 1

   Clone langchain-ai/langgraph from GitHub

2. 2

   Install dependencies with pip install -r requirements.txt (or uv sync)

3. 3

   Copy .env.example to .env and add your API keys

4. 4

   Run the skill server and connect your AI client via stdio or HTTP