Chroma

Chroma offers a vector database and local development guides for teams storing text embeddings in a prototype.

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What it does

It provides open-source search infrastructure for AI.

When to use it

When storing text embeddings in a prototype, test insertion, updates, and queries on a small local set.

Qdrant

Qdrant offers a vector search engine and API for teams finding related documents from embeddings.

  • vector-search
  • retrieval

Research

Pinecone

Pinecone offers a vector database and retrieval tooling for teams testing an indexing workflow for semantic search.

  • vector-search
  • retrieval

Web Utility

Weaviate

Weaviate offers a vector database and semantic retrieval for teams building retrieval for document question answering.

  • vector-search
  • retrieval

Web Utility