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