Awesome Prompt Design
Curated list of resources about writing prompts for AI: Stable Diffusion, ChatGPT, etc
To keep the main list on-topic, I've shuffled some resources onto separate pages:
Images
- img2prompt: turn any image into a text prompt
- prompt parrot: generate variations on a text prompt
- types of film to guide photography styles in prompting
- Prompt Combinator: systematically generate all possible permutations from a group of elements
- Artist styles: which artists can you imitate in Dall-E or Midjourney? Or check this huge compilation of artist styles for inspiration
- Generate architectural images, using ChatGPT to prompt midjourney
Midjourney
- On the midjourney discord: #prompt-faqs and #prompt-chat
- Making portraits with midjourney
Stable Diffusion
- Search engines for images generated with Stable Diffusion: Lexica, Stable Diffusion Web
Text
General
- Language learning prompts from the Squidgies app (but usable beyond it)
GPT
- Getting tabular data from unstructured text with GPT
- The art to start: designing prompts for GPT
- OpenAI Cookbook
ChatGPT
- Awesome ChatGPT Prompts
- LearnGPT: "the best ChatGPT examples from around the world"
- Tricks to get around ChatGPT safeguards. Many of these loopholes have since been closed
- Specific tricks and examples:
Copilot
- Microsoft guide to writing prompts for copilot and other codex-based tools
- Learning Rust with ChatGPT, Copilot and Advent of Code (Simon Willison)
Libraries
see also General AI Awesomeness for more tools
- Langchain -- python library to manage the plumbing work around LLMs. For instance, use it to summarize documents you have and include them within your prompt
- Microsoft Semantic Kernel - "a lightweight SDK enabling integration of AI Large Language Models (LLMs) with conventional programming languages"
- Lambdaprompt - "Write LLM prompts with jinja templates, compose them in python as functions, and call them directly or use them as a webservice"
- Llamaindex: link your data to LLMs, using data connectors and indices
Communities
- Reddit: Prompt Design.
- London Prompt Engineers
- AItuts: collection of prompts and articles
Individual Creators
This section is tilted towards those who share tips on their methods. I'm not including people who just make great art, without explaining how to do it
Other Collections
- Awesome Generative Art
- Pinboard searches: prompts, prompt design
- A Trello board of AI prompts