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250 symbols 1,115 edges 119 files ⚖ MIT 111 documented · 44% 3 cross-repo links updated 40d ago★ 4,380

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README

Introduction

This Cookbook contains examples and tutorials to help developers build AI systems with copy/paste code snippets that you can easily integrate into your own projects.

About me

I'm Dave, an AI engineer and founder of Datalumina. I run an AI development company, and on my YouTube channel, I share practical tutorials that teach you how to build AI systems that actually work in the real world.

My other work

Beyond this cookbook, I've created a few other resources that might help you depending on where you are in your career.

If you're completely new to AI and just getting started with Python, I have a free five-hour course that covers everything you need to know to build a solid foundation.

If you're already comfortable with the basics and want to go deeper, I run a program where I teach developers how to build and deploy end-to-end GenAI solutions using the same approach we use for our agency clients.

And if you're a skilled developer or data professional looking to go independent, I can help you land your first client.

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Function 133
Class 74
Method 43

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Python100%

Modules by API surface

patterns/workflows/2-workflow-patterns/4-orchestrator.py11 symbols
models/openai/04-structured-output/04-structured-output.py10 symbols
knowledge/docling/utils/tokenizer.py10 symbols
patterns/workflows/2-workflow-patterns/2-routing.py9 symbols
knowledge/hybrid-retrieval/utils/retrievers.py8 symbols
patterns/workflows/2-workflow-patterns/3-parallizaton.py7 symbols
patterns/workflows/2-workflow-patterns/1-prompt-chaining.py7 symbols
models/openai/10-human-in-the-loop/2-tool-call-approval.py7 symbols
models/openai/10-human-in-the-loop/1-structured-output.py7 symbols
mcp/crash-course/4-openai-integration/client.py7 symbols
knowledge/agentic-rag/6-production.py7 symbols
knowledge/mem0/cloud/email_example.py6 symbols

Dependencies from manifests, versioned

openai1.75.0 · 1×
pillow11.3.0 · 1×
pydantic2.0.0 · 1×
python-dotenv1.0.0 · 1×
requests2.31.0 · 1×

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$ claude mcp add ai-cookbook \
  -- python -m otcore.mcp_server <graph>

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