Pyvectorhound v1.0.0: Production-Ready RAG Diagnostics

Pyvectorhound v1.0.0 🚀 Production-Ready

Production Score: 8.0/10 | 4-week hardening complete

What's New

• ✅ Multi-backend support (Qdrant, Chroma, Pinecone, Milvus, Weaviate, pgvector)
• ✅ 50% test coverage (25+ tests)
• ✅ 100% type hints + comprehensive logging
• ✅ RAG diagnostics engine for vector search debugging

Diagnostics

• Embedding quality analysis (drift, coverage, consistency)
• Vector search performance (recall@k, precision@k, neighbor stability)
• BM25 keyword search effectiveness
• Reranker calibration and bias detection

Database Support

• Qdrant (native HTTP API)
• Chroma (local/server)
• Pinecone (cloud vector DB)
• Milvus, Weaviate, PostgreSQL pgvector

Upgrade: pip install "pyvectorhound[qdrant,chroma,pinecone]==1.0.0"