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raga-ai-hub/RagaAI-Catalyst

Python Tracked since 2024-08-26 Updated 2026-07-16 View source ↗

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16.1k Stars

Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view

About

RagaAI Catalyst is a comprehensive platform designed to enhance the management and optimization of LLM projects. It offers a wide range of features, including project management, dataset management, evaluation management, trace management, prompt management, synthetic data generation, and guardrail management. These functionalities enable you to efficiently evaluate, and safeguard your LLM applications.

To install RagaAI Catalyst, you can use pip:

Before using RagaAI Catalyst, you need to set up your credentials. You can do this by setting environment variables or passing them directly to the RagaAICatalyst class:

Note: Authetication to RagaAICatalyst is necessary to perform any…

Excerpted from github.com/raga-ai-hub/RagaAI-Catalyst

Latest metrics

Stars 16.1k 2026-07-16
Forks 3.6k 2026-07-16
Commits 1.1k 2026-07-16
Releases 19 2026-07-16
Watchers 37 2026-07-16
Open issues 17 2026-07-16
Open PRs 17 2026-07-16