Chroma

Chroma is the simplest open-source vector database, designed to be the easiest way to build LLM applications with embeddings. Its Python-first API lets developers store, query, and filter embeddings in just a few lines of code. Chroma runs in-memory for development and supports persistent storage for production. The focus on developer experience has made it the most popular choice for prototyping RAG applications.