I Built a Production-Grade RAG Framework With Hybrid Search, Contextual Chunking, and Zero Cloud Lock-In

How ragpipe combines BM25 + dense vectors, Anthropic's contextual retrieval, HyDE query expansion, and Ollama-first local inference into a modular Python framework