Rag Evaluation

OpikPython

An open-source platform for debugging, evaluating, and monitoring LLM applications, RAG systems, and agentic workflows with tracing and automated evaluations.

CometLLMPython

An open-source platform for debugging, evaluating, and monitoring LLM applications, RAG systems, and agentic workflows.

evidentlyJupyter Notebook

An open-source Python framework to evaluate, test, and monitor ML and LLM systems with 100+ built-in metrics.

agentaTypeScript

An open-source LLMOps platform for prompt management, evaluation, and observability to build reliable LLM applications faster.