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.

evals on Colab

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 sc...

110 points by calmrocks 55 days ago github.com 11 comments

Summary

Discover a collection of free Colab notebooks designed for AI engineers that focus on essential skills like model APIs, structured outputs, and tool calling, all without the constraints of specific frameworks. These resources aim to enhance your understanding of retrieval-augmented generation and agent-based evaluations.

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