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Overview
What is Opik?
Opik is an open-source platform for evaluating, testing, and monitoring LLM applications, developed by Comet. It allows users to build LLM systems that run better, faster, and cheaper with tracing, evaluations, and dashboards.
How to use Opik?
To use Opik, you can either create a free Comet account for the hosted solution or self-host it by cloning the repository and running it using Docker Compose. After installation, configure the Python SDK to start logging traces.
Key features of Opik?
- Development tools for tracing and annotating LLM calls.
- Automated evaluation processes for LLM applications.
- Production monitoring with high-volume trace support and dashboards.
Use cases of Opik?
- Evaluating LLM applications during development.
- Monitoring production LLM applications for performance and issues.
- Automating the evaluation process as part of CI/CD pipelines.
FAQ from Opik?
- Can Opik be used for all types of LLM applications?
Yes! Opik is designed to support a wide range of LLM applications.
- Is Opik free to use?
Yes! Opik is open-source and free to use for everyone.
- How can I contribute to Opik?
You can contribute by submitting bug reports, feature requests, or improving the documentation.
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