Retreival Augmented Generation Python Packages

pyragix

Local-first Python RAG pipeline with sentence-transformer embeddings, FAISS/BM25 hybrid retrieval, query expansion, reranking, and Ollama-driven generation.

axiom-rag-engine

Citation-verified RAG service with deterministic + semantic claim verification.