opik
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
Monitor and evaluate your AI applications with detailed tracking and dashboards.
From the README
pip install opik opik configure
- LLM Evaluation: Datasets, experiments, and LLM-as-a-judge metrics for hallucination detection, moderation, and RAG assessment.
- Prompt & Agent Optimization: The Opik Agent Optimizer SDK to improve prompts and agents.
- Production-Ready Monitoring: Scalable dashboards and online evaluation rules.
- Opik Guardrails: Features to help you implement safe and responsible AI practices.
- CI/CD Evaluation: A PyTest integration to test LLM pipelines on every commit.
Excerpts from the project README on GitHub. Copyright and licensing remain with the respective authors.
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Free · no card · unsubscribe anytimeDebug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
opik has 21.7k stars on GitHub. It has been forked 1.7k times. opik is written mainly in Python. It has been in active development since 2023. opik is available under the Apache-2.0 license. Its main topics are evaluation, hacktoberfest, hacktoberfest2025, langchain.
What is opik?
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
Is opik open source?
opik is an open-source project. It is released under the Apache-2.0 license.
Is opik free?
Yes. opik is free and open source — you can use, modify and self-host it.
What license does opik use?
opik is available under the Apache-2.0 license.
What language is opik written in?
opik is written mainly in Python.
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