daveebbelaar/ai-cookbook ? reverse-engineered prompt

Build me a Python AI cookbook repo with practical, copy and paste examples that help developers understand how to build real AI systems.

I want it organized into clear sections for things like agents, context, knowledge, tools, models, patterns, roadmaps, and MCP, with each section showing a small working example and a short explanation in plain English. Include examples that can be adapted for OpenAI and Anthropic style models, and make it easy for someone to run the code locally with a simple setup file and environment example.

Keep it focused on real world usefulness, not theory, and make the examples feel like tutorials someone could learn from or reuse in their own projects. Add a clean README that explains what the cookbook is, how to get started, and how to use the examples. If you need current docs or API details, look them up online.