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Prompt Engineering Guide
πŸ˜ƒ Basics
πŸ’Ό Applications
πŸ§™β€β™‚οΈ Intermediate
🧠 Advanced
Special Topics
βš–οΈ Reliability
πŸ”“ Prompt Hacking
πŸ–ΌοΈ Image Prompting
🌱 New Techniques
πŸ”§ Models
πŸ—‚οΈ RAG
πŸ€– Agents
πŸ’ͺ Prompt Tuning
πŸ” Language Model Inversion
πŸ”¨ Tooling
🎲 Miscellaneous
Resources
πŸ“š Bibliography
πŸ“¦ Prompted Products
πŸ›Έ Additional Resources
πŸ”₯ Hot Topics
✨ Credits
πŸ”¨ Tooling🟒 Introduction

Introduction

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Reading Time: 1 minute
Last updated on August 7, 2024

Sander Schulhoff

Takeaways

In the following section, we will be talking about tools used for prompt engineering. We split these techniques into two sections, IDE (Integrated Development Environment) and Non-IDE tools. Non-IDE tools can include libraries, frameworks and indexes while IDE tools provide users with.

Sander Schulhoff

Sander Schulhoff is the CEO of HackAPrompt and Learn Prompting. He created the first Prompt Engineering guide on the internet, two months before ChatGPT was released, which has taught 3 million people how to prompt ChatGPT. He also partnered with OpenAI to run the first AI Red Teaming competition, HackAPrompt, which was 2x larger than the White House's subsequent AI Red Teaming competition. Today, HackAPrompt partners with the Frontier AI labs to produce research that makes their models more secure. Sander's background is in Natural Language Processing and deep reinforcement learning. He recently led the team behind The Prompt Report, the most comprehensive study of prompt engineering ever done. This 76-page survey, co-authored with OpenAI, Microsoft, Google, Princeton, Stanford, and other leading institutions, analyzed 1,500+ academic papers and covered 200+ prompting techniques.

Prompt Engineering IDEs

Prompt Engineering Tools