Prompt-Engineering-Guide/README.md

# Prompt Engineering Guide

This guide contains a non-exhaustive set of learning guides and tools about prompt engineering. It includes several materials, guides, examples, papers, examples, and much more.

## Papers

- [Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing](https://arxiv.org/abs/2107.13586) 
- [A Taxonomy of Prompt Modifiers for Text-To-Image Generation](https://arxiv.org/abs/2204.13988)

## Tools
You can use the tools below to test out prompts

- [OpenAI Playground](https://beta.openai.com/playground)
- [GPTTools](https://gpttools.com/comparisontool)
- [Lexica](https://lexica.art/)
- [Playground](https://playgroundai.com/)
- [Awesome ChatGPT Prompts](https://github.com/f/awesome-chatgpt-prompts)
- [Visual Prompt Builder](https://tools.saxifrage.xyz/prompt)
- [Prompt Generator for OpenAI's DALL-E 2](http://dalle2-prompt-generator.s3-website-us-west-2.amazonaws.com/)
- [Prompt Engine](https://github.com/microsoft/prompt-engine)

## Guides
- [Prompt Engineering by co:here](https://docs.cohere.ai/docs/prompt-engineering)
- [Prompt Engineering by Microsoft](https://microsoft.github.io/prompt-engineering/)
- [DALLE Prompt Book](https://dallery.gallery/the-dalle-2-prompt-book/)
- [DALL·E 2 Prompt Engineering Guide](https://docs.google.com/document/d/11WlzjBT0xRpQhP9tFMtxzd0q6ANIdHPUBkMV-YB043U/edit#)
- [Prompt Engineering Template](https://docs.google.com/spreadsheets/d/1-snKDn38-KypoYCk9XLPg799bHcNFSBAVu2HVvFEAkA/edit#gid=0)
- [Prompt Engineering: From Words to Art](https://www.saxifrage.xyz/post/prompt-engineering)

## Courses/Lectures

## Tweets
Update README.md 2022-12-17 00:07:07 +08:00			`# Prompt Engineering Guide`
Create README.md 2022-12-17 00:05:47 +08:00
Update README.md 2022-12-17 01:55:08 +08:00			`This guide contains a non-exhaustive set of learning guides and tools about prompt engineering. It includes several materials, guides, examples, papers, examples, and much more.`
Update README.md 2022-12-17 00:07:07 +08:00
Update README.md 2022-12-17 00:07:16 +08:00			`## Papers`
Update README.md 2022-12-17 00:07:07 +08:00
			`- [Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing](https://arxiv.org/abs/2107.13586)`
Update README.md 2022-12-17 01:53:36 +08:00			`- [A Taxonomy of Prompt Modifiers for Text-To-Image Generation](https://arxiv.org/abs/2204.13988)`
Update README.md 2022-12-17 00:07:38 +08:00
Update README.md 2022-12-17 01:38:17 +08:00			`## Tools`
			`You can use the tools below to test out prompts`

			`- [OpenAI Playground](https://beta.openai.com/playground)`
			`- [GPTTools](https://gpttools.com/comparisontool)`
Update README.md 2022-12-17 01:59:56 +08:00			`- [Lexica](https://lexica.art/)`
Update README.md 2022-12-17 02:00:46 +08:00			`- [Playground](https://playgroundai.com/)`
Update README.md 2022-12-17 02:21:04 +08:00			`- [Awesome ChatGPT Prompts](https://github.com/f/awesome-chatgpt-prompts)`
Update README.md 2022-12-17 01:58:20 +08:00			`- [Visual Prompt Builder](https://tools.saxifrage.xyz/prompt)`
			`- [Prompt Generator for OpenAI's DALL-E 2](http://dalle2-prompt-generator.s3-website-us-west-2.amazonaws.com/)`
Update README.md 2022-12-17 02:21:04 +08:00			`- [Prompt Engine](https://github.com/microsoft/prompt-engine)`
Update README.md 2022-12-17 01:38:17 +08:00
Update README.md 2022-12-17 01:43:59 +08:00			`## Guides`
			`- [Prompt Engineering by co:here](https://docs.cohere.ai/docs/prompt-engineering)`
Update README.md 2022-12-17 02:03:44 +08:00			`- [Prompt Engineering by Microsoft](https://microsoft.github.io/prompt-engineering/)`
Update README.md 2022-12-17 01:46:50 +08:00			`- [DALLE Prompt Book](https://dallery.gallery/the-dalle-2-prompt-book/)`
Update README.md 2022-12-17 01:53:36 +08:00			`- [DALL·E 2 Prompt Engineering Guide](https://docs.google.com/document/d/11WlzjBT0xRpQhP9tFMtxzd0q6ANIdHPUBkMV-YB043U/edit#)`
			`- [Prompt Engineering Template](https://docs.google.com/spreadsheets/d/1-snKDn38-KypoYCk9XLPg799bHcNFSBAVu2HVvFEAkA/edit#gid=0)`
Update README.md 2022-12-17 01:58:20 +08:00			`- [Prompt Engineering: From Words to Art](https://www.saxifrage.xyz/post/prompt-engineering)`
Update README.md 2022-12-17 01:38:17 +08:00
Update README.md 2022-12-17 00:07:38 +08:00			`## Courses/Lectures`

			`## Tweets`