“monitoring”

Python framework and runtime for building agents, serving them over a REST API and MCP server, and managing them from a web control plane.

Open-source Python framework from deepset for modular pipelines and agent workflows covering retrieval, tool use and generation.

Python SDK for tracing agents and scoring their traces with prompt-based judges, to find failures in production.