Examples and tutorials to help developers build AI systems
The AI Cookbook by Dave Ebbelaar is a Python-focused reference library of copy-paste code snippets and tutorials for building AI systems using models from Anthropic and OpenAI. The repository targets developers who want working implementations they can drop directly into their own projects, covering topics tagged under agents, LLMs, and general AI tooling. It connects to Claude through the Anthropic API rather than Claude Code or MCP, providing reusable patterns for interacting with Claude models programmatically. The collection accompanies a broader educational ecosystem that includes a free five-hour Python and AI foundations course on YouTube and a more advanced program teaching end-to-end deployment of generative AI solutions modeled on real agency workflows. With over 4,000 stars, the repository draws an audience ranging from Python beginners to experienced developers building production-grade AI applications who want reference implementations without starting from scratch.
- ✓Open-source license (MIT)
- ✓Actively maintained (<30d)
- ✓Healthy fork ratio
- ✓Clear description
- ✓Topics declared
- ✓Mature repo (>1y old)
git clone https://github.com/daveebbelaar/ai-cookbookTools overview
What people ask about ai-cookbook
What is daveebbelaar/ai-cookbook?
+
daveebbelaar/ai-cookbook is tools for the Claude AI ecosystem. Examples and tutorials to help developers build AI systems It has 4.2k GitHub stars and was last updated 29d ago.
How do I install ai-cookbook?
+
You can install ai-cookbook by cloning the repository (https://github.com/daveebbelaar/ai-cookbook) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.
Is daveebbelaar/ai-cookbook safe to use?
+
Our security agent has analyzed daveebbelaar/ai-cookbook and assigned a Trust Score of 100/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.
Who maintains daveebbelaar/ai-cookbook?
+
daveebbelaar/ai-cookbook is maintained by daveebbelaar. The last recorded GitHub activity is from 29d ago, with 22 open issues.
Are there alternatives to ai-cookbook?
+
Yes. On ClaudeWave you can browse similar tools at /categories/tools, sorted by popularity or recent activity.
Deploy ai-cookbook to your cloud
Ship this repo to production in minutes. Each platform spins up its own environment with editable env vars.
Maintain this repo? Add a badge to your README
Drop the badge into your GitHub README to show it's tracked on ClaudeWave. Each badge links back to this page and reflects the live Trust Score.
[](https://claudewave.com/repo/daveebbelaar-ai-cookbook)<a href="https://claudewave.com/repo/daveebbelaar-ai-cookbook"><img src="https://claudewave.com/api/badge/daveebbelaar-ai-cookbook" alt="Featured on ClaudeWave: daveebbelaar/ai-cookbook" width="320" height="64" /></a>More Tools
A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.
An AI SKILL that provide design intelligence for building professional UI/UX multiple platforms
🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman
AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.
A light-weight and powerful meta-prompting, context engineering and spec-driven development system for Claude Code by TÂCHES.
CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies