ai-engineer-notebooks
Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, agents (loop from scratch, tool design, guardrails, MCP, Skills), fine-tuning vs Lo
Build and test AI systems using hands-on notebooks that teach essential engineering skills without relying on frameworks.
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Free · no card · unsubscribe anytimeHands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, agents (loop from scratch, tool design, guardrails, MCP, Skills), fine-tuning vs Lo
ai-engineer-notebooks has 539 stars on GitHub. It has been forked 35 times. ai-engineer-notebooks is written mainly in Jupyter Notebook. It has been in active development since 2026. ai-engineer-notebooks is available under the MIT license. Its main topics are agents, ai-engineer, ai-engineering, colab.
What is ai-engineer-notebooks?
Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, agents (loop from scratch, tool design, guardrails, MCP, Skills), fine-tuning vs Lo
Is ai-engineer-notebooks open source?
ai-engineer-notebooks is an open-source project. It is released under the MIT license.
Is ai-engineer-notebooks free?
Yes. ai-engineer-notebooks is free and open source — you can use, modify and self-host it.
What license does ai-engineer-notebooks use?
ai-engineer-notebooks is available under the MIT license.
What language is ai-engineer-notebooks written in?
ai-engineer-notebooks is written mainly in Jupyter Notebook.
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