Weaviate
Open-source vector database with built-in ML modules
Verdict
Best for hybrid (vector + BM25) search out of the box. Vectorizers baked in (OpenAI, Cohere). GraphQL API is expressive. Self-host on K8s or use Weaviate Cloud.
Other Vector Databases
- ChromaStable
Embedded, developer-first vector database
- Elasticsearch Vector SearchProduction
Vector similarity search built into the Elasticsearch engine
- LanceDBExperimental
Embedded serverless vector database backed by Lance columnar format
- MilvusStable
Cloud-native distributed vector database for billion-scale
- MongoDB Atlas Vector SearchStable
Native vector search within MongoDB Atlas — no separate database needed
- PineconeProduction
Fully managed serverless vector database

