> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://www.comet.com/docs/opik/development/optimization-runs/cookbooks/llms.txt.

# Cookbooks & Tutorials

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

## Docs

- [Optimizer Introduction Cookbook](https://www.comet.com/docs/opik/development/optimization-runs/cookbooks/optimizer_introduction_cookbook.md): Learn how to use Opik Agent Optimizer with the HotPotQA dataset through an interactive notebook, covering setup, configuration, and optimization techniques.
- [Synthetic Data Optimizer Cookbook](https://www.comet.com/docs/opik/development/optimization-runs/cookbooks/synthetic_data_optimizer_cookbook.md): Learn how to generate synthetic Q&A data from Opik traces and optimize prompts using the MetaPromptOptimizer through an interactive notebook.
- [ARC-AGI Optimization Tutorial](https://www.comet.com/docs/opik/development/optimization-runs/cookbooks/arc_agi_optimizer_cookbook.md): End-to-end ARC-AGI optimization walkthrough with Opik Agent Optimizer.
- [Multimodal Agent Optimization Tutorial](https://www.comet.com/docs/opik/development/optimization-runs/cookbooks/multimodal_agent_optimizer_cookbook.md): Multimodal agent optimization tutorial inspired by a self-driving car example.