Shypd.aiThe largest open index of AI toolsSuperlinked is an open-source Python framework for building high-performance AI search applications. It enables developers to combine structured and unstructured data for advanced recommendations, RAG, and analytics.
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Superlinked is an open-source Python framework designed for AI engineers to build high-performance AI search applications. It addresses the challenge of combining metadata with unstructured data into rich, multi-modal embeddings, powering advanced recommendations, Retrieval Augmented Generation (RAG), and analytics beyond basic semantic search. The framework provides a self-hostable REST API server that connects data, vector databases, and backend services. It allows users to construct custom data and query embedding models from pre-trained encoders like sentence-transformers and open-clip, as well as custom encoders for numbers, timestamps, and categorical data. Superlinked supports various use cases including RAG, semantic search, recommendation systems, and analytics, and integrates deeply with vector databases such as Redis, MongoDB, Qdrant, and TopK.
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