Multi-agent orchestration system based on cyclic graphs with LangGraph. It breaks down complex business requests into subtasks run by specialist agents (web research, writing, review), pauses for human-in-the-loop (HITL) approval, and consolidates the result in vector memory. Includes a React chat UI with SSE streaming and LangGraph Studio for debugging. Stack: LangGraph, FastAPI, React, TypeScript, Tailwind, Groq (Llama 3.3), Tavily, ChromaDB, Gemini embeddings.
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