Vector Database

Weaviate is an open-source vector database. It allows you to store data objects and vector embeddings from your favorite ML-models, and scale seamlessly into billions of data objects.

Search through billions of items for similar matches to any object, in milliseconds. It’s the next generation of search, an API call away.

Chroma is an open-source vector database.

Faiss is a library for efficient similarity search and clustering of dense vectors. It contains algorithms that search in sets of vectors of any size, up to ones that possibly do not fit in RAM. It also contains supporting code for evaluation and parameter tuning.

An embedded vector database designed to run on the edge. Lightweight and fast with HNSW indexing algorithm.