opik-optimizer is an open-source automatic agent and prompt optimization toolkit integrated with the Opik platform. It helps developers systematically improve the performance of their AI agents and prompts using structured optimization techniques and evaluation workflows. Built by Comet ML, it targets AI engineers and researchers building production-grade LLM applications.
In the AI & ML space, opik-optimizer takes a focused approach. Manually tuning and optimizing the performance of AI agents and prompts through trial and error. opik-optimizer is an open-source project aimed at developers. The project is open source (Apache-2.0). It ships for the command line, and it can be self-hosted.
Comet ML builds and maintains opik-optimizer, and it first shipped in 2024. Development happens publicly on GitHub with 20.9k stars and 929 commits in the last 90 days. Among its 4 catalogued features are automatic optimization, agent tuning, and prompt optimization.
Summary written by a language model from the project’s public pages.
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