Awesome GPT-3

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