Walker Management Library
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Owen Graduate School of Management
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Owen Graduate School of Management
401 21st. Avenue South
Nashville, TN 37203
Prompting
Prompts and Prompt Patterns
Prompts are sets of instructions users can pass to a Gen AI chatbot. Prompt patterns are templates of prompts that can be reused in with Gen AI chatbots. Below are some resources for learning more about prompting, including a handy catalog of prompt patterns from White et al. (2023).
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A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPTPrompt engineering is an increasingly important skill set needed to converse effectively with large language models (LLMs), such as ChatGPT. Prompts are instructions given to an LLM to enforce rules, automate processes, and ensure specific qualities (and quantities) of generated output. Prompts are also a form of programming that can customize the outputs and interactions with an LLM. This paper describes a catalog of prompt engineering techniques presented in pattern form that have been applied to solve common problems when conversing with LLMs.
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Getting started with AI: Good enough promptingA blog post by Wharton professor Ethan Mollick.
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Prompt engineering is so 2024. Try these prompt templates insteadCreating a one-time-use prompt for a generative AI query is inefficient.
Compiling a library of reusable prompts that have delivered proven results is a better approach.
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Mastering Prompt Engineering
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Mastering Prompt Engineering: Deep Insights for Optimizing Large Language Models (LLMs) is a comprehensive guide that takes readers on a journey through the world of Large Language Models (LLMs) and prompt engineering. Covering foundational concepts, advanced techniques, ethical considerations, and real-world case studies, this book equips both novices and experts to navigate the complex LLM landscape. It provides insights into LLM architecture, training, and prompt engineering methods, while addressing ethical concerns such as bias and privacy. Real-world case studies showcase the practical application of prompt engineering in a wide range of settings. This resource is not just for specialists but is a practical and ethically conscious guide for AI practitioners, students, scientific researchers, and anyone interested in harnessing the potential of LLMs in natural language processing and generation. Mastering Prompt Engineering serves as a gateway to a deeper understanding of LLMs and their responsible and effective utilization through its comprehensive, ethical, and practical approach.- Addresses ethical concerns and provides strategies for mitigating bias and ensuring responsible AI practices- Covers foundational concepts, advanced techniques, and the broader landscape of LLMs, equipping readers with a well-rounded understanding- Serves as a gateway to a deeper understanding of LLMs and their responsible and effective utilization
ISBN: 9780443339059Publication Date: 2025-05-01
