Overview
opik is an open-source observability and evaluation platform developed by Comet, designed for LLM applications, RAG systems, and AI agents. It enables teams to debug, test, and ship LLM systems with the same rigor as traditional software.
Key Features
- Multi-step agent trace capture: Records the complete execution flow of AI agents for traceability and analysis.
- Offline and online evaluations: Supports performance assessment during development and production.
- Production traffic monitoring: Monitors live operations to ensure system stability.
Tech Stack and Integrations
The primary language is Python, with SDKs for Python, TypeScript, and Ruby. It includes over 50 framework integrations for seamless adoption into existing stacks.
Deployment
Users can deploy on Comet cloud or self-host using Docker or Kubernetes. The project is open-sourced under the Apache 2.0 license.










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