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

The AI Engineer Notebooks are self-contained Colab notebooks that teach foundation-model engineering using raw Groq API calls for model access, RAG, agents, evaluations, adaptation, security, operations, and serving. They include three case studies—a production support assistant, a pipeline-vs-agent cost comparison, and a red-team robustness benchmark—plus optional GPU appendices for LoRA fine-tuning and self-hosted serving. Completing them produces a deployable repository and evaluation report for résumé inclusion.