Top 6 Vector Databases

Milvus is a high-performance, cloud-native vector database built for scalable vector Ann search * * Related tools: * * chroma, faiss **Related Tools:** <a href="/tools/open-webui">open-webui</a>, ...

Chroma is an open-source embedding database designed for AI applications, providing fast and scalable vector storage with built-in embedding functions, ideal for RAG pipelines and semantic search.

A library for efficient similarity search and clustering of dense vectors.

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a c

pgvector is a AI-powered database and data management tool. featuring query optimization and data analysis. designed for data engineering and analytics. with a good rating of 7.5/10 based on our 6-dimension evaluation.