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ai deep-dive

Chroma Vector Database: From Local RAG to Distributed Retrieval

Chroma manages embeddings, documents, and metadata through collections; it embeds into Python locally, uses HNSW on a single node, and separates compute from storage with object storage, SSD caches, and SPANN in distributed deployments.