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Prompt Engineering Guide
😃 Basics
💼 Applications
🧙‍♂️ Intermediate
🧠 Advanced
Special Topics
⚖️ Reliability
🔓 Prompt Hacking
🖼️ Image Prompting
🌱 New Techniques
🔧 Models
🗂️ RAG
🤖 Agents
💪 Prompt Tuning
🔁 Language Model Inversion
🔨 Tooling
🎲 Miscellaneous
Resources
📚 Bibliography
📦 Prompted Products
🛸 Additional Resources
🔥 Hot Topics
✨ Credits

Credits

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

Sander Schulhoff

Here is a growing list of people who have been instrumental in the creation of this course:

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.