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GitHub - marqo-ai/marqo: Vector search for humans.

Aug 17, 2023 - github.com
Marqo is a vector search engine that handles vector generation, storage, and retrieval through a single API. It integrates with popular AI and data processing frameworks and offers features such as state-of-the-art embeddings, high performance, document-in-document-out functionality, and managed cloud services. Marqo is also integrated with Griptape and Langchain, allowing for scalable search with user data and application in LangChain applications with a vector search component.

The platform requires Docker for installation and allows for indexing and searching. It supports basic operations such as document retrieval, index stats, keyword search, field-specific search, and multimodal and cross-modal search. It also allows for document deletion and index deletion. The platform is a community project aimed at making tensor search accessible to the wider developer community.

Key takeaways:

  • Marqo is a vector search engine that handles vector generation, storage, and retrieval through a single API, eliminating the need for users to bring their own embeddings.
  • It offers state-of-the-art embeddings, high performance, documents-in-documents-out functionality, and managed cloud services. It also integrates with popular AI and data processing frameworks.
  • Marqo requires Docker for installation and offers a client for indexing and searching. It supports a variety of operations including document retrieval, index stats retrieval, keyword search, field-specific search, multimodal search, and document deletion.
  • Marqo is a community project aimed at making tensor search accessible to a wider developer community. It offers comprehensive documentation, a discourse forum, and a Slack community for support.
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