AI Engineer Notebooks – free, framework-free RAG/agents/evals on Colab

GitHub - calmrocks/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 LoRA, prompt-injection/security, LLMOps, and customer craft. Runs on the free Groq API.

github.com

August 27, 2026

5 min read

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You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert Learn the applied-LLM stack the way you'll actually be interviewed on it: framework-free, on a free API, from prompting all the way to serving, fine-tuning, and a...

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