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prompt-engineering-guides

Curated prompt engineering guides for LLMs

  • OpenAI prompt engineering - strategies and tactics for getting better results from LLMs \

  • DAIR.AI prompt engineering guide (LLM setting) - Extremely comprehensive guide with an explanation of various techniques, models, and applications based on prompting \

  • Prompts Lab - Awesome prompt engineering guide

  • Video by Anthropic on Prompt engineering
    Anthropic's prompt engineering experts—Amanda Askell (Alignment Finetuning), Alex Albert (Developer Relations), David Hershey (Applied AI), and Zack Witten (Prompt Engineering)—reflect on how prompt engineering has evolved, practical tips, and thoughts on how prompting might change as AI capabilities grow. Key topics covered with the time stamps: 6:34 What makes a good prompt engineer 12:17 Refining prompts 24:27 Honesty, personas and metaphors in prompts 37:12 Model reasoning 45:18 Enterprise vs research vs general chat prompts 50:52 Tips to improve prompting skills 53:56 Jailbreaking 56:51 Evolution of prompt engineering 1:04:34 Future of prompt engineering

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