Learn PromptingAdditional Resources
Interactive Tutorials
- agents.blue - A free, guided tutorial on prompt engineering.
Resources
- Article on leaking Notion's prompts
- An insightful article on applications
- A fantastic introduction video on prompt engineering
- A concise prompt engineering guide
- A solid introduction to prompt engineering
- A comprehensive collection of prompt engineering papers
- An extensive list of prompt engineering papers
- CMU class on prompt engineering
- How Copilot works
- A beginner's guide to prompt writing by Zapier
- Awesome A-Z Prompt-Engineering Resources list
- 500 ChatGPT prompt templates
- PromptBase
- Prompt Vibes
- Prompt Hero
- Midjourney community showcase with prompts
- Data Science Prompts
- MidJourney styles and references
- Advanced Prompt Engineering
- Ordinary People Prompts
GPT-3 Prompt Examples/Ideas
Facts
GPT-3 is NOT deterministic: Source
People to Follow
I source significant content from these experts:
- @chillzaza_ - Prompt engineering, tools, toolbot
- @mathemagic1an - Various prompting, GPT-3 insights
- @goodside - Prompt injection, PE tooling
- @hwchase17 - Core developer of LangChain
- @omarsar0 - DAIR AI lead
Also, check out the accounts I follow: Twitter
Even More
Check open issues and PRs :)
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.