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towardsai/ragbook-notebooks

Jupyter notebook collection accompanying the Towards AI book on building LLMs for production.

ragbook-notebooks
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This repository hosts the notebooks for the ‘Building LLMs for Production’ book by Towards AI. It covers transformer architectures, prompt engineering techniques, and building LLM-powered applications using frameworks like LangChain and LlamaIndex. The notebooks include practical exercises on prompt templates, few-shot prompting, output parsing, and RAG system construction.

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