prompt-engineer-for-revision-and-development

Guides, papers, lecture, notebooks and resources for prompt engineering

https://github.com/devihtisham01/prompt-engineer-for-revision-and-development

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (9.0%) to scientific vocabulary

Scientific Fields

Biology Life Sciences - 40% confidence
Last synced: 4 months ago · JSON representation ·

Repository

Guides, papers, lecture, notebooks and resources for prompt engineering

Basic Info
  • Host: GitHub
  • Owner: Devihtisham01
  • License: mit
  • Language: MDX
  • Default Branch: main
  • Size: 24.2 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created 8 months ago · Last pushed 8 months ago
Metadata Files
Readme Funding License Citation

README.md

Prompt Engineering Guide

Prompt engineering is a relatively new discipline for developing and optimizing prompts to efficiently use language models (LMs) for a wide variety of applications and research topics. Prompt engineering skills help to better understand the capabilities and limitations of large language models (LLMs). Researchers use prompt engineering to improve the capacity of LLMs on a wide range of common and complex tasks such as question answering and arithmetic reasoning. Developers use prompt engineering to design robust and effective prompting techniques that interface with LLMs and other tools.

Motivated by the high interest in developing with LLMs, we have created this new prompt engineering guide that contains all the latest papers, learning guides, lectures, references, and tools related to prompt engineering for LLMs.

🌐 Prompt Engineering Guide (Web Version)

🎉 We are excited to launch our brand new prompt engineering courses under the DAIR.AI Academy. Join Now!

Use code BLACKFRIDAY to get an extra 35% off. This offer ends on 29th November 2024.

Happy Prompting!


Announcements / Updates

  • 🎓 We now offer self-paced prompt engineering courses under our DAIR.AI Academy. Join Now!
  • 🎓 New course on Prompt Engineering for LLMs announced! Enroll here!
  • 💼 We now offer several services like corporate training, consulting, and talks.
  • 🌐 We now support 13 languages! Welcoming more translations.
  • 👩‍🎓 We crossed 3 million learners in January 2024!
  • 🎉 We have launched a new web version of the guide here
  • 🔥 We reached #1 on Hacker News on 21 Feb 2023
  • 🎉 The First Prompt Engineering Lecture went live here

Join our Discord

Follow us on Twitter

Subscribe to our YouTube

Subscribe to our Newsletter


Guides

You can also find the most up-to-date guides on our new website https://www.promptingguide.ai/.


Lecture

We have published a 1 hour lecture that provides a comprehensive overview of prompting techniques, applications, and tools. - Video Lecture - Notebook with code - Slides


Running the guide locally

To run the guide locally, for example to check the correct implementation of a new translation, you will need to:

  1. Install Node >=18.0.0
  2. Install pnpm if not present in your system. Check here for detailed instructions.
  3. Install the dependencies: pnpm i next react react-dom nextra nextra-theme-docs
  4. Boot the guide with pnpm dev
  5. Browse the guide at http://localhost:3000/

Appearances

Some places where we have been featured: - Wall Street Journal - ChatGPT Can Give Great Answers. But Only If You Know How to Ask the Right Question - Forbes - Mom, Dad, I Want To Be A Prompt Engineer - Markettechpost - Best Free Prompt Engineering Resources (2023)


If you are using the guide for your work or research, please cite us as follows:

@article{Saravia_Prompt_Engineering_Guide_2022, author = {Saravia, Elvis}, journal = {https://github.com/dair-ai/Prompt-Engineering-Guide}, month = {12}, title = {{Prompt Engineering Guide}}, year = {2022} }

License

MIT License

Feel free to open a PR if you think something is missing here. Always welcome feedback and suggestions. Just open an issue!

Owner

  • Name: Ihtisham Nawaz
  • Login: Devihtisham01
  • Kind: user
  • Location: United Kingdoom

AI/ML Developer

Citation (CITATION.cff)

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Saravia"
  given-names: "Elvis"
title: "Prompt Engineering Guide"
date-released: 2022-12-16
url: "https://github.com/dair-ai/Prompt-Engineering-Guide"
preferred-citation:
  type: article
  authors:
  - family-names: "Saravia"
    given-names: "Elvis"
  month: 12
  journal: "https://github.com/dair-ai/Prompt-Engineering-Guide"
  title: "Prompt Engineering Guide"
  year: 2022

GitHub Events

Total
  • Create event: 2
Last Year
  • Create event: 2

Dependencies

package-lock.json npm
  • 598 dependencies
package.json npm
  • @types/node 18.11.10 development
  • typescript ^4.9.5 development
  • @fortawesome/fontawesome-svg-core ^6.5.1
  • @fortawesome/free-solid-svg-icons ^6.5.1
  • @fortawesome/react-fontawesome ^0.2.0
  • @napi-rs/simple-git ^0.1.19
  • @svgr/webpack ^8.1.0
  • @vercel/analytics ^0.1.11
  • clsx ^2.1.0
  • next ^13.5.6
  • nextra ^2.13.2
  • nextra-theme-docs ^2.13.2
  • react ^18.2.0
  • react-dom ^18.2.0
pnpm-lock.yaml npm
  • 598 dependencies