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rrf-fusion

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This repository contains hands-on projects, code examples, and deployment workflows. Explore multi-agent systems, LangChain, LangGraph, AutoGen, CrewAI, RAG, MCP, automation with n8n, and scalable agent deployment using Docker, AWS, and BentoML.

  • Updated Jun 11, 2026
  • Jupyter Notebook

25 源并行搜索,RRF 融合 + LLM 评分 + 交叉验证。知乎/雪球/V2EX/Twitter/YouTube/B站/GitHub/HN — 一次搜索,结构化简报。零付费 API,零配置。

  • Updated Jun 15, 2026
  • Python

Production-grade RAG pipeline. Multi-format ingestion + 3 swappable chunking strategies + dual (dense + BM25) indexing + RRF fusion + cross-encoder rerank + grounded generation with bracketed citations + LLM-as-judge citation verification + composite-confidence I-don't-know gate.

  • Updated May 8, 2026
  • Python

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