Prompt Engineering for LLMs: The Art and Science of Building Large Language Model–Based Applications

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  1. Pragmatic, hands-on approach to learning prompt engineering
    There are, by now, quite a lot of LLM-related books to choose from, and I’m glad I got this one. It gives you a great overview of and deep dive into the necessary steps to create applications incorporating LLMs, including how to construct effective prompts and all the details that go into that, as well as how to “think like an LLM” to make use of them effectively. It also discusses tool usage and RAG, agents, as well as the all-important evals to make sure your application works, and keeps working, as expected.It’s filled with small nuggets of wisdom and insightful comments that can only come from people who’ve been actively applying their knowledge for years already, and I’m happy to be able to use that to get a jump-start for applying it in my own work.

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