Why this repo matters
Latest release 68d ago, 14 developer signals, 3 package/install signals, +7 stars/7d

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 LoRA, prompt-injection/security, LLMOps, and customer craft. Runs on the free Groq API. (732 stars, 67 forks, Jupyter Notebook, 9 AI signals, 8 developer signals). Latest release: v0.1.0.

Repo analysis

The AI Engineer Notebooks repository offers framework-free Google Colab notebooks designed for AI Engineers and Forward Deployed Engineers. It covers a broad range of AI development skills, including model APIs, RAG, agents, fine-tuning, and LLMOps, and runs on the Groq API.