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"