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swirlai/swirl-search

Open-source federated metasearch and RAG platform that distributes queries across enterprise sources and uses LLMs to re-rank unified results.

3k stars Python RAG · SearchLLMOps · Eval
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Swirl enables enterprises to search across multiple sources including search engines, databases, and SaaS services without moving data. It uses Large Language Models to intelligently re-rank results and provides RAG capabilities via REST API and Model Context Protocol. The system connects to over 100 apps and keeps data secure by never extracting or indexing source content.

heatdrop uses Google Analytics to see which pages get read — nothing else. Your call. How we handle data.