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Description
Opik: Professional LLM Tracing and Evaluation Platform
Opik is a cutting-edge open-source platform by Comet, designed specifically for developers and ML engineers. It allows for detailed analysis of Large Language Model performance, prompt experimentation, and high-quality production QA.
Key Features and Capabilities
- LLM Tracing: Full visual control over every model call, including nested chains and agentic actions.
- Prompt Evaluation: Tools for comparing prompt versions and automated performance scoring using specialized metrics.
- Production QA: Real-time application monitoring to detect errors, hallucinations, and performance regressions.
- Integration: Seamless connection to existing Python or JS projects via robust SDKs and integration with popular AI frameworks.
Advantages for Teams
- IT Teams: Accelerates debugging of complex AI systems and improves collaborative prompt engineering in a shared interface.
- Business: Reduces development costs through precise token usage analysis and prompt performance optimization.
- Security: Self-hosted deployment options ensure the total confidentiality of your data and logs, which is vital for enterprise security.
Available Pricing Plans
- Open-source: Fully free version for self-hosting and community-driven development.
- Cloud Freemium: Free cloud access with usage limits and scalable paid tiers for enterprise-grade needs.