Learn PromptingAdditional Resources
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Last updated on August 7, 2024
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 Founder of Learn Prompting and an ML Researcher at the University of Maryland. He created the first open-source Prompt Engineering guide, reaching 3M+ people and teaching them to use tools like ChatGPT. Sander also led a team behind Prompt Report, the most comprehensive study of prompting ever done, co-authored with researchers from the University of Maryland, OpenAI, Microsoft, Google, Princeton, Stanford, and other leading institutions. This 76-page survey analyzed 1,500+ academic papers and covered 200+ prompting techniques.