Python · Apache-2.0
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
★ 16.2k
Stars
3.6k forks · 35 open issues
+3.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
15.2
Momentum / 100
see the breakdown below
2y ago
Created
last push 8mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 3.0 | +3.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.62× the monthly pace |
| Freshness | 15 | 0.0 | last push 8mo ago; decays to zero at 180 days |
| Scale | 15 | 12.2 | 16.2k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 15.2 | sum of the above |
Detail
| Topics | agentic-aiagentic-ai-developmentagentneoagentsai-agent-monitoringai-application-debuggingai-evaluation-toolsai-performance-optimizationai-tool-interaction-monitoringllm-testingllm-tracingllmops |
| Matched on | AI Agents (agentic-ai) |
| Short window | +3 stars over 7 days = 0.4/day |
| Long window | +18 stars over 26 days = 0.7/day |
| Lifetime average | 20.21 stars/day over 801 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |