comet-ml/opik helps turn isolated prompts and tools into repeatable agent workflows

Описание и применение

comet-ml/opik: open-source проект в категориях Orchestration, Knowledge/RAG, AI/ML, Observability. Практическое применение: coordinate multi-agent workflows; add tool-use pipelines. Уровень готовности: подходит для прототипа или внутреннего workflow, перед production нужна ручная проверка.

Задача

comet-ml/opik helps turn isolated prompts and tools into repeatable agent workflows.

Результат

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Рабочий процесс

• coordinate multi-agent workflows
• add tool-use pipelines
• standardize agent memory

Доказательства

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

Источник