elyase/awesome-gpt3

Awesome GPT-3

Awesome GPT-3 is a collection of demos and articles about the OpenAI GPT-3 API.

Demos

App and layout tools

• HTML layout generator
• Creating app design from a description
• React todo list
• React component based on description
• React component based on variable name alone
• GPT-3 generating color scales from color name or emojis
• Website generation in Figma from a description

Search and data analysis

• Question answering and search engine
• Augmenting information in tables
• Creating charts from a description
• Natural-language interface to spreadsheet by generating code
• Generating and iteratively updating graphs
• Guessing the movie/tv show by a description
• LeetCode Search: GPT-3 powered search engine for LeetCode

Program generation and analysis

• Translating natural language into shell commmands
• Reading code and responding to questions about it
• Generating Latex from description
• Generating SQL code 1
• Generating SQL code 2
• Coding interview
• Generating python
• Generating database-specific SQL code
• AI Inceptiion: GPT-3 generating machine learning code
• Most Recommended Books: GPT-3 based book recommendations
• Extracting information from documents, powered by GPT-3

Text generation

• Translating into several languages
• Write this like an attorney
• Automatically generating Request for Admissions
• Writing full emails from key points
• Simplifying legal language
• Iteratively drafted non-literal poetry translation with annotations
• Rephrasing sentences to be more polite
• Summarizing famous people thoughts
• Priming GPT-3 to Speak like Any Big Five Personality

Content creation

• Content creation for marketing
• Generating memes
• Writing Google ads
• Generating presentations
• Food recipe maker
• "How to recruit board members"
• Shakespeare-style poetry generation
• Generate a quiz on any topic and evaluate students answers
• Generating history questions, with answers
• Text completion and style rewriting

General reasoning

• Physics questions
• GPT-3 doing math
• Responding medical questions
• Coping with non-sense questions
• Reasoning questions
• Working through questions in multiple steps
• Determining food ingredients and healthiness from a picture
• Psychology: neurotypical -> autistic translation

Game generation

• GPT-3 generating snake game

Other

• GPT-3 playing chess
• Designing an IVR flow using natural language
• Patient diagnosis from clinical vignettes
• ChatGPT REPL

Articles

• Can GPT-3 Build a GPT-3 App?
• How GPT-3 works
• GPT-3 and A Typology of Hype
• GPT-3: A Hitchhiker's Guide
• [Video] Paper explanation
• Tempering Expectations for GPT-3 and OpenAI’s API
• OpenAI's GPT-3 Language Model: A Technical Overview
• GPT-3: An AI that’s eerily good at writing almost anything
• GPT-3 Creative Fiction by Gwern
• Giving GPT-3 a Turing Test
• OpenAI's GPT-3 may be the biggest thing since bitcoin
• To what extent is GPT-3 capable of reasoning?
• Longevity, and resets.

Github

• GPT-3 Sandbox: Turn ideas into demos in a matter of minutes
• gpt-3-experiments by @minimaxir
• ChatGPT-wrapper: Use it in python and shell
• ChatGPT (GPT-3.5-turbo) API Client in Golang

Products

• Tailwind CSS code generator
• OthersideAI: Automatically write emails in your personal style by simply writing the key points you want to get across
• Debuild: Describe what your web app should do in plain English, then start using it within seconds.
• AI Dungeon: An AI generated text adventure that uses deep learning to create each adventure
• WWO A/B testing OpenAI's GPT-3
• Presentations.ai Visually stunning presentations that you can design instantly
• Prompts AI: Advanced GPT-3 playground
• AirPaper: Automated document extraction powered by GPT-3
• Makelog: Automated changelog powered by GPT-3

awesome-gpt3's Issues

Code generator in any languages using GPT-3

https://twitter.com/jesuisFurkan57/status/1326248254791688192?s=20

HappyCommit (git commit-gpt)

Consider adding my free and open source git extension "HappyCommit" to your list of tools. HappyCommit can handle diffs of any size.

🎉 Introducing HappyCommit (git commit-gpt) 😊, a free new tool that helps developers craft high-quality Git commit messages effortlessly!

It's as simple as:
git add -A; git commit-gpt; git push;

Writing concise and informative commit messages can be challenging, and sometimes we might end up with less-than-ideal descriptions of our code changes. HappyCommit aims to solve this problem using the power of GPT-based technology. And it's installed as a git subcommand so you don't have to leave the workflow you already know.

With HappyCommit, you can generate helpful and descriptive commit messages automatically, saving time and enhancing the quality of your code documentation. It's an excellent tool for individuals and teams alike, promoting better collaboration and understanding.

Getting started with HappyCommit is easy for Mac users with Homebrew, or Linux users by cloning into the repo and executing a simple one-liner. All you need is an API key and you're set.

I encourage you to give HappyCommit a try and share your experiences! Your feedback is invaluable in making the tool even better. Don't hesitate to let me know your thoughts or ask any questions. Happy committing! 🚀

https://github.com/jackbackes/happycommit

New Link to add

ChatGPT faucet

https://www.apifaucet.com/

ChatGPT faucet is an AI tool that provides free ChatGPT API, which enables users to obtain ChatGPT API keys quickly and easily. This tool is designed to provide developers with a simple, frictionless way to explore and test ChatGPT related products, allowing you to understand and use the powerful features of ChatGPT in a short time.

Please add myGPTReader

Hi @elyase thanks to build this awesome chatgpt repo.

I want to ask for add my repo based chatGPT, here is:

https://github.com/madawei2699/myGPTReader

It is a slack boy based chatGPT, but with more features:

• Bot can summarize any webpage, ebook, or document with chatGPT.
• Bot can talk to you via voice using the content in the channel.
• Bot replies messages in the same thread.
• Supports custom prompts and shows prompt templates by Slack app slash commands.
• Supports file reading and analysis, including EPUB, DOCX, MD, TEXT, and PDF.

And this repo has more than 1.2K stars for now.

I think this can make you clear about its value and add it in your awesome repo.

Still accepting PRs?

Hi @elyase! Great work putting this together. Are you still accepting PRs?

Göğe

Add the demos chronologically

AI Dungeon doesn't use GPT-3 by default

You should probably add a note to AI Dungeon, mentioning how GPT-3 is only used if you have a premium account (or 7-day trial) and select the "Dragon" AI model in the settings.

Open Source version of GPT 3 implementations

Please update open source implementation of gpt 3 if available.

Add 2 new articles on GPT-3

These were really good 👌

https://blog.andrewcantino.com/blog/2021/04/21/prompt-engineering-tips-and-tricks/

https://blog.andrewcantino.com/blog/2021/05/28/how-to-dramatically-improve-the-reasoning-ability-of-GPT-3/

Link to awesome-codex?

Hello,

I am a big fan of your GPT3 list.

Recently I gained access to OpenAI codex but was disappointed a similar list did not yet exist.
Therefore, I took the initiative to create and maintain such a list (https://github.com/KarelDO/awesome-codex).

I've added a link to awesome-gpt3 to my readme, as I believe many of the people interested in codex will also be interested in GPT3. If you'd like, you can also add the link to awesome-codex in this repo.

Kind regards

Come up with a better categorization

Get on the Awesome list

Given there is a list of all lists, I'd recommend trying to get on it: the Awesome list. There is already a pull request out there to get added to the list, but this list isn't fully compliant.

There are a couple of requirements, a lot of which using the awesome-lint and its GitHub Action can help resolve.

However, some, such as changing the default branch from master to main, must be done by repository administrators.

Otherwise, it looks like a great opportunity overall.

Early work but might be something

Hi!
I developed some kind of automatic quiz generation using GPT-3 integration
It's still early work but maybe you could consider this for your list?

Thanks a lot

http://quizify.tech

Best, William

Add Kubernetes ChatGPT bot

I'd like to add a link to https://github.com/robusta-dev/kubernetes-chatgpt-bot

What is the correct category to put it under? Is it OK to create a new cateogory for devops tools?

Tip: Letters by Nature

You may like our project as well:
https://www.jeroenvandermost.com/letters-from-nature
https://twitter.com/PetervanderP/status/1293497886429401089

Feel free to add if you think it's relevant.

Why only Videos?

Why are there only videos that showcase these things instead of links to the actual website/repository???

GPT vs BERT, under same computation and data resource, which one is better for downstream tasks like GLUE?

Thank you very much.

New Link to add

has more than 100⭐: https://github.com/EyuCoder/chatgpt-clone