From the basics of RAG and vector databases to Mintlify's design and implementation of ChromaFs, a virtual file system that converts UNIX commands into ChromaDB queries.
A self-editing search agent with 20B parameters published by Chroma. It performs multi-hop search while dynamically pruning the context, and shows the same or higher accuracy than the Frontier model at 1/10 the cost and up to 10 times faster latency. Weights are exposed in Apache 2.0.