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raga-ai-hub / RagaAI-Catalyst

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

Repository stars
16,186All-time #2,972
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3,572
Last push
updated 8 months ago
Repository created
since 2024
Datasets & evaluationsEvaluation toolsPythonApache-2.0 · Permissive
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Summarised by AI from the README; the original prevails

Author description: 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

Basic listing based on official public information; functionality has not been independently evaluated.

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Star trend

Includes values estimated from GitHub history
16,15216,17016,18710-0710-1210-1710-2210-2711-0111-05
Raw observations · 2
Historical observations
Measured atRepository starsSource
2026-11-06 12:22 UTC16,186Source
2026-11-03 08:27 UTC16,187Source

First collected 2026-11-03Measured at 2026-11-06 12:22 UTCSourceLicense source

Compiled from public project information; not independently tested. · Repository stars, not unique users or individual-skill installs · License tiers are derived from metadata. Check obligations for your use; unknown does not mean prohibited.