Llamator
Automate LLM red teaming workflows by providing a production-oriented service wrapper for the Llamator framework.
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Automate LLM red teaming workflows by providing a production-oriented service wrapper for the Llamator framework.
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Llamator is a production-oriented service wrapper that facilitates automated red teaming workflows for Large Language Models (LLMs). It provides a robust HTTP API for job submission, state retrieval, and artifact access, alongside an MCP (Streamable HTTP transport) server for seamless agent and tooling integrations. The system handles asynchronous test runs, persists state durably, manages artifacts securely via MinIO, and offers features like API-key protection, OpenAPI schema with authorization, and Prometheus metrics, making it ideal for integrating LLM security testing into existing systems.