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Zhouyeming1/AI_RESEARCH
Hand-written (zero LangChain) LLM+RAG+Agent research copilot for scientific literature. PyMuPDF paper ingestion, BGE-M3/BM25 hybrid retrieval with RRF fusion & query expansion, citation-grounded ReAct agents with Reflexion, long-term memory & multi-agent debate over MCP tools. 85 deterministic offline tests; Recall/MRR/nDCG + LLM-as-Judge eval.
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