Related resources from around the web | OpenAI Cookbook
Prompting guides
- Brex’s Prompt Engineering Guide: Brex’s introduction to language models and prompt engineering.
- learnprompting.org: An introductory course to prompt engineering.
- Lil’Log Prompt Engineering: An OpenAI researcher’s review of the prompt engineering literature (as of March 2023).
- OpenAI Cookbook: Techniques to improve reliability: A slightly dated (Sep 2022) review of techniques for prompting language models.
- promptingguide.ai: A prompt engineering guide that demonstrates many techniques.
- Xavi Amatriain’s Prompt Engineering 101 Introduction to Prompt Engineering and 202 Advanced Prompt Engineering: A basic but opinionated introduction to prompt engineering and a follow up collection with many advanced methods starting with CoT.
Video courses
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Andrew Ng’s DeepLearning.AI: A short course on prompt engineering for developers.
- Andrej Karpathy’s Let’s build GPT: A detailed dive into the machine learning underlying GPT.
- Prompt Engineering by DAIR.AI: A one-hour video on various prompt engineering techniques.
- Scrimba course about Assistants API: A 30-minute interactive course about the Assistants API.
- LinkedIn course: Introduction to Prompt Engineering: How to talk to the AIs: Short video introduction to prompt engineering
