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query-enhancement

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mburaksayici / RAG-Boilerplate

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RAG boilerplate with semantic/propositional chunking, hybrid search (BM25 + dense), LLM reranking, query enhancement agents, CrewAI orchestration, Qdrant vector search, Redis/Mongo sessioning, Celery ingestion pipeline, Gradio UI, and an evaluation suite (Hit-Rate, MRR, hybrid configs).

ai-agents reranking rag vector-database hybrid-search qdrant llm retrieval-augmented-generation rag-evaluation semantic-chunking crewai rag-pipeline propositional-models query-enhancement
  • Updated Nov 18, 2025
  • Python

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