Elasticsearch handles three distinct retrieval mechanisms inside a single query layer: lexical scoring against an inverted index (BM25), approximate nearest-neighbor search over dense vector embedding
Chroma is an open-source, Apache 2.0-licensed vector database built specifically for embedding storage and retrieval in AI applications. Positioned by its maintainers as "AI-native," it runs as an emb