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Elastic is a Search AI Company providing enterprise solutions for search, observability, and security.

Pinecone is a purpose-built vector database for building knowledgeable AI applications, enabling fast, relevant search and retrieval at scale.

Milvus is an open-source, high-performance vector database built for GenAI applications, enabling fast similarity search on massive, high-dimensional vector data.

Qdrant is a software company that specializes in data management, big data, machine learning, and artificial intelligence.