qiro-rag is an open-source, local-first retrieval-augmented generation (RAG) library designed to help compliance engineers substantiate environmental claims with verifiable evidence. It supports workflows for greenwashing detection and environmental compliance, enabling users to review claims efficiently and securely on their own infrastructure.
qiro-rag is a RAG, search & retrieval product. It focuses on substantiating environmental claims with verifiable evidence using a local-first retrieval-augmented generation pipeline. qiro-rag is an open-source project aimed at compliance engineers. The project is open source (Apache-2.0). It runs on the command line, and it can be self-hosted.
Behind qiro-rag is PPDEGRET, and the product first shipped in 2026. The project is developed in the open on GitHub with 4 commits in the last 90 days. Across PulseGate's embedding index, qiro-rag has few near neighbours, marking it as relatively distinct. Among its 5 catalogued features are evidence substantiation, RAG pipeline, and local-first.
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