Welcome

Superlinked is a Python framework for AI Engineers building high-performance search & recommendation applications that combine structured and unstructured data.

  • WHY: Improve your vector search relevance by encoding metadata together with your unstructured data into vectors. Read more at Why Superlinked

  • WHAT: A framework and a self-hostable REST API server that connects your data, vector database and backend services.

  • HOW: Construct custom data & query embedding models from pre-trained encoders from sentence-transformers, open-clip and custom encoders for numbers, timestamps and categorical data. See concepts and use cases for examples.

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Superlinked framework diagram

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