About Awesome Vector Databases

Awesome Vector Databases is a curated, continuously updated directory of vector databases and the wider ecosystem around similarity search and embeddings — the storage layer behind retrieval-augmented generation (RAG), semantic search and recommendation systems.

What you'll find here

• Vector databases — purpose-built, managed, embedded, edge and GPU-accelerated options.
• Hybrid and extended stores — Postgres vector extensions, search-engine plugins and multimodal stores.
• Libraries and resources — ANN indexing libraries, benchmarks, tutorials and reference material.

How the directory is maintained

The directory is built and maintained with the Ever Works platform. AI agents research new projects, keep existing listings current and organize everything into categories and tags; every listing links back to its original source.

Missing a database or library? Use the Submit page to suggest it.