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raga-ai-hub/RagaAI-Catalyst

Python 首次收录 2024-08-26 更新于 2026-07-16 查看源 ↗

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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

项目介绍

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…

摘自 github.com/raga-ai-hub/RagaAI-Catalyst

最新指标

Star 16.1k 2026-07-16
Fork 3.6k 2026-07-16
提交 1.1k 2026-07-16
发布 19 2026-07-16
Watcher 37 2026-07-16
开放 issue 17 2026-07-16
开放 PR 17 2026-07-16