AI Marketing & SEO
? 16.2k
📄 Apache-2.0
Ragaai Catalyst
?? 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
? Key Features
✓ Agentic Ai
✓ Agentic Ai Development
✓ Agentneo
✓ Agents
✓ Ai Agent Monitoring
✓ Ai Application Debugging
✓ Ai Evaluation Tools
✓ Ai Performance Optimization
✓ Ai Tool Interaction Monitoring
✓ Llm Testing
✓ Llm Tracing
✓ Llmops
✓ Built with Python
✓ Official Web App
✓ 16.2k GitHub Stars
✓ 3597 Community Forks
?? Screenshots
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?? Pricing
Open Source
This tool is open source. You can self-host for free.
License: Apache-2.0
?? Pros & Cons
? Pros
- Highly popular with 10k+ GitHub stars
- Well-established community trust
- Strong community contributions
- Official website available for easy access
- 12 topic tags for easy discovery
- Built with Python — widely supported
? Cons
- Requires technical setup for self-hosting
- Documentation quality may vary
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?? User Reviews
👤 Alex Chen
⭐⭐⭐⭐⭐
“Ragaai Catalyst has been a game-changer for my workflow. The open-source community behind it is incredible. Highly recommended.”
👤 Sarah Johnson
⭐⭐⭐⭐
“Solid tool with great potential. The feature set is impressive, especially considering it’s free. Would love more docs.”
👤 Marcus Williams
⭐⭐⭐⭐⭐
“Used Ragaai Catalyst for my latest project and it exceeded expectations. The 16162+ stars on GitHub speak for themselves.”
👤 Yuki Tanaka
⭐⭐⭐⭐
“Good alternative to paid solutions. Setup took some time but once configured it works flawlessly.”
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