Agent infrastructure
PyRIT
microsoft/PyRIT
PyRIT is Microsoft's open-source red-teaming toolkit for generative AI, offering automated scans, adaptive multi-turn attacks and a web UI so security teams can probe model and application risks.
Topics
Related projects
airllm41.6kA Python inference engine that streams huge language models layer by layer to run 70B to 671B models on small GPUs.
iFixAi35.9kEvaluates AI agents through independent audits combining dozens of checks across five pillars, quickly scoring whether an agent behaves as intended for human or automated review.
RagaAI-Catalyst16.2kAn observability and evaluation platform for LLM agents, offering tracing, debugging, analytics, and guardrails.
gateway13.3kAn open-source AI gateway that routes requests across 1600+ LLMs with retries, guardrails, caching, observability, and MCP server management.
plano7.1kAn AI-native proxy and data plane for agentic apps offering LLM routing, agent orchestration, guardrails, and observability.
future-agi2.2kAn open-source observability and evaluation platform for tracing, testing and guarding AI agents.