Comet ML
Build LLM systems that run better, faster, and cheaper with tracing, evaluations, and dashboards.
Comet provides a comprehensive platform for developing, evaluating, and deploying AI applications, with a focus on Large Language Models (LLMs). Their free, self-paced course empowers users to test and evaluate LLM applications using open-source tools, industry-leading techniques like LLM-as-a-judge metrics, and production monitoring. The platform's core offering includes "Opik," a powerful open-source tool that provides detailed tracing, evaluation, and dashboards to help optimize and debug LLM systems. Opik integrates with all LLMs and frameworks, enabling users to log traces, define metrics, and compare performance across different versions of their applications.
Comet's resources extend beyond core tools, providing valuable materials like e-books, webinars, and blog posts covering MLOps best practices, data science insights, and industry trends. Whether you're an individual developer, a growing team, or a large enterprise, Comet's tiered pricing and flexible deployment options provide a solution. From experiment tracking and model registry to production monitoring and collaboration, Comet aims to deliver robust solutions for building more reliable and high-performing AI systems.
