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Confidently evaluate, test, and monitor LLM applications. Opik is an open-source platform for evaluating, testing, and monitoring LLM applications. Built by Comet. Record, sort, search, and understand each step your LLM app takes to generate a response. Manually annotate, view, and compare LLM responses in a user-friendly table. Log traces during development and in production. Run experiments with different prompts and evaluate against a test set. Choose and run pre-configured evaluation metrics or define your own with our convenient SDK library. Consult built-in LLM judges for complex issues like hallucination detection, factuality, and moderation.
Features
- Track all LLM calls and traces during development and production
- Annotate your LLM calls by logging feedback scores using the Python SDK or the UI
- Automate the evaluation process of your LLM application
- Store test cases and run experiments
- Use Opik's LLM as a judge metric for complex issues like hallucination detection, moderation and RAG evaluation
- Run evaluations as part of your CI/CD pipeline using our PyTest integration
Project Samples
License
Apache License V2.0Follow Opik
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