opik
Basic Information
Opik is an open-source platform designed to streamline the full lifecycle of large language model (LLM) applications. It is aimed at developers and teams building systems such as RAG chatbots, code assistants, and agentic pipelines. The repository provides server and client components, SDKs, and a REST API to evaluate, test, monitor, and optimize models and agent workflows. Opik supports both managed cloud usage and self-hosted deployment via Docker Compose or Kubernetes with Helm. Its primary focus is on providing comprehensive observability and production-ready monitoring so teams can trace LLM calls, inspect conversations and agent activity, run automated evaluations, and apply optimizations and safety features before and during production.
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