Vector Databases & Embeddings AI Tools
Open-source vector stores, embedding servers, and approximate nearest neighbor search libraries for semantic retrieval.
Open-source vector stores, embedding servers, and approximate nearest neighbor search libraries for semantic retrieval.
Open-source vector similarity search extension for PostgreSQL.
Efficient similarity search library by Meta for dense vector clustering and retrieval.
Highly scalable distributed vector search engine by Yahoo Japan.
High-performance embedding server by Hugging Face for production deployment.
All-in-one embeddings database for semantic search, LLM orchestration, and language model workflows.
Library for representing and sending multimodal data by Jina AI.
Compact single-header vector search engine supporting multiple languages.
Serverless vector database with fast search and namespace isolation.
Fast embedding inference server supporting many embedding models.
Serverless vector database built on Lance columnar format.
Efficient vector similarity search library by Google Research.
End-to-end vector search engine with built-in model inference.
Approximate nearest neighbor library by Spotify optimized for memory usage.
Header-only C++ library implementing HNSW approximate nearest neighbor search.
Approximate nearest neighbor library by Spotify using HNSW.
Open-source big data serving engine with built-in vector search and ML inference.