pasonk/ai-chatkit
A full-stack ai agent chat project, built with langgraph+fastapi+nextjs, supporting tool invocation and RAG knowledge base
Implements agent behavior orchestration through LangGraph's state machine patterns, with ChromaDB for vector storage and Ollama-hosted embeddings (bge-m3) enabling local RAG without external dependencies. Supports multi-agent collaboration via supervisor patterns, streaming responses through Server-Sent Events, and multiple LLM providers (OpenAI, DashScope, DeepSeek) with flexible backend persistence using SQLite or MySQL.
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82
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Language
Python
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Last pushed
Aug 21, 2025
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