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PyRIT

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Microsoft's open-source toolkit for red teaming generative AI systems

Python Risk Identification Toolkit from Microsoft for automated red teaming of generative AI. It runs adaptive multi-turn attacks, scores model responses against risk categories such as prompt injection and harmful content, and ships converters, orchestrators and a web UI for repeatable security evaluations of LLMs and agents.