Comet
Debugging and evaluating LLM applications, RAG systems, and agentic workflows are streamlined with Opik's advanced tracing and automated evaluations. Users can effortlessly log traces, compute evaluation metrics, and analyze LLM outputs across versions. Compatible with any LLM framework, it offers a free, open-source solution for optimizing app development lifecycle quality.
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Top Comet Features
- Comprehensive tracing capabilities
- Automated evaluation metrics
- Score LLM outputs easily
- Compare app version performance
- Analyze LLM response quality
- Drill-down to individual outputs
- Open-source project accessibility
- Local execution from GitHub
- Enterprise-ready scalable version
- Direct integrations for quick setup
- Free trial with no commitment
- Multi-framework compatibility
- Log traces and spans
- Fast configuration process
- Supports private and hybrid cloud
- Experiment tracking across lifecycle
- Alerts for performance issues
- Collaborative feature for teams
- Full transparency in evaluations
- Supports any ML library
