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Deep Lake
Vector database and data lake for AI that stores text images audio video and embeddings in one place with fast dataloaders and RAG friendly tooling.
Weaviate
Open source vector database with hybrid search, modular retrieval and managed cloud options for production RAG and semantic apps at any scale.
Milvus
Open-source vector database for similarity search and retrieval that scales to billions of embeddings with high availability cloud options and an Apache-2.0 license.
Qdrant
Open source vector database with a managed cloud that provides high recall search filtering and production ready APIs for embedding powered apps at scale with a free starter cluster.
Chroma
Open-source vector database with a managed cloud. Offers vector, keyword, and regex search with simple client libraries, usage-based pricing, and team plans for production apps.
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