├── screenshot.png └── README.md /screenshot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/elyase/awesome-gpt3/HEAD/screenshot.png -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Awesome GPT-3 2 | > Awesome GPT-3 is a collection of demos and articles about the [OpenAI GPT-3 API](https://openai.com/blog/openai-api/). 3 | 4 | ![](screenshot.png) 5 | ## Demos 6 | 7 | ### App and layout tools 8 | * [HTML layout generator](https://twitter.com/sharifshameem/status/1282676454690451457) 9 | * [Creating app design from a description](https://twitter.com/jsngr/status/1284511080715362304) 10 | * [React todo list](https://twitter.com/sharifshameem/status/1284421499915403264?s=09) 11 | * [React component based on description](https://twitter.com/sharifshameem/status/1284095222939451393) 12 | * [React component based on variable name alone](https://twitter.com/hturan/status/1282261783147958272) 13 | * [GPT-3 generating color scales from color name or emojis](https://twitter.com/hturan/status/1282381985642614790) 14 | * [Website generation in Figma from a description](https://twitter.com/jsngr/status/1287026808429383680) 15 | 16 | ### Search and data analysis 17 | * [Question answering and search engine](https://twitter.com/paraschopra/status/1284801028676653060) 18 | * [Augmenting information in tables](https://twitter.com/pavtalk/status/1285410751092416513) 19 | * [Creating charts from a description](https://twitter.com/nutanc/status/1285436266276745221) 20 | * [Natural-language interface to spreadsheet by generating code](https://twitter.com/itsyashdani/status/1285695850300219392) 21 | * [Generating and iteratively updating graphs](https://twitter.com/plotlygraphs/status/1286688715167936512) 22 | * [Guessing the movie/tv show by a description](https://www.linkedin.com/posts/mehdimabrouki_artificialintelligence-deeplearning-nlp-activity-6701068610695135232-uRur) 23 | * [LeetCode Search: GPT-3 powered search engine for LeetCode](https://www.linkedin.com/posts/girishjeyakumar_openai-gpt3-python-activity-6888291748725035008-R0WR) 24 | 25 | ### Program generation and analysis 26 | * [Translating natural language into shell commmands](https://twitter.com/harlandduman/status/1282132804034150400) 27 | * [Reading code and responding to questions about it](https://twitter.com/amasad/status/1285797739930869761) 28 | * [Generating Latex from description](https://twitter.com/sh_reya/status/1284746918959239168) 29 | * [Generating SQL code 1](https://twitter.com/aquariusacquah/status/1284706786247880705) 30 | * [Generating SQL code 2](https://twitter.com/FaraazNishtar/status/1285934622891667457) 31 | * [Coding interview](https://twitter.com/lacker/status/1279136788326432771/photo/1) 32 | * [Generating python](https://twitter.com/josephbrionesaz/status/1283097878223675392) 33 | * [Generating database-specific SQL code](https://twitter.com/FaraazNishtar/status/1285934622891667457) 34 | * [AI Inceptiion: GPT-3 generating machine learning code](https://twitter.com/mattshumer_/status/1287125015528341506) 35 | * [Most Recommended Books: GPT-3 based book recommendations](http://mostrecommendedbooks.com/gpt3) 36 | * [Extracting information from documents, powered by GPT-3](https://twitter.com/theaievangelist/status/1300862719969681411) 37 | 38 | ### Text generation 39 | * [Translating into several languages](https://www.johnfaben.com/blog/gpt-3-translations) 40 | * [Write this like an attorney](https://twitter.com/f_j_j_/status/1283349995144359937) 41 | * [Automatically generating Request for Admissions](https://twitter.com/f_j_j_/status/1284050844787200000) 42 | * [Writing full emails from key points](https://twitter.com/OthersideAI/status/1285776335638614017) 43 | * [Simplifying legal language](https://twitter.com/michaeltefula/status/1285505897108832257) 44 | * [Iteratively drafted non-literal poetry translation with annotations](https://imgur.com/a/3rmMVHC) 45 | * [Rephrasing sentences to be more polite](https://twitter.com/eturner303/status/1285342431244763136) 46 | * [Summarizing famous people thoughts](https://twitter.com/paraschopra/status/1284423233047900161) 47 | * [Priming GPT-3 to Speak like Any Big Five Personality](https://medium.com/intuitionmachine/priming-gpt-3-to-speak-like-any-big-five-personality-b610f5aca94f) 48 | 49 | ### Content creation 50 | * [Content creation for marketing](https://twitter.com/Siddharth87/status/1282823354567626754) 51 | * [Generating memes](https://twitter.com/wowitsmrinal/status/1287175391040290816) 52 | * [Writing Google ads](https://twitter.com/Siddharth87/status/1282823360825581568) 53 | * [Generating presentations](http://www.bemmu.com/gpt3-presentation) 54 | * [Food recipe maker](https://twitter.com/nutanc/status/1285602813385605120) 55 | * ["How to recruit board members"](https://twitter.com/zebulgar/status/1283927560435326976) 56 | * [Shakespeare-style poetry generation](https://twitter.com/Merzmensch/status/1282957710024159234) 57 | * [Generate a quiz on any topic and evaluate students answers](https://twitter.com/Learn_Awesome/status/1286189729826738176) 58 | * [Generating history questions, with answers](https://twitter.com/mckaywrigley/status/1285827683776004096) 59 | * [Text completion and style rewriting](https://twitter.com/IntuitMachine/status/1287050253103968257) 60 | 61 | ### General reasoning 62 | * [Physics questions](https://www.lesswrong.com/posts/L5JSMZQvkBAx9MD5A/to-what-extent-is-gpt-3-capable-of-reasoning) 63 | * [GPT-3 doing math](https://twitter.com/kleptid/status/1284069270603866113/photo/1) 64 | * [Responding medical questions](https://twitter.com/QasimMunye/status/1278750809094750211) 65 | * [Coping with non-sense questions](https://twitter.com/nicklovescode/status/1284050958977130497) 66 | * [Reasoning questions](https://www.reddit.com/r/MachineLearning/comments/hvssqn/d_gpt3_demos/fyylreb/) 67 | * [Working through questions in multiple steps](https://twitter.com/nnotm/status/1285915609952288770) 68 | * [Determining food ingredients and healthiness from a picture](https://twitter.com/lawderpaul/status/1284972517749338112) 69 | * [Psychology: neurotypical -> autistic translation](https://twitter.com/pmigdal/status/1287360452687781888) 70 | 71 | ### Game generation 72 | * [GPT-3 generating snake game](https://twitter.com/kugos0/status/1600794621730095104) 73 | 74 | ### Other 75 | * [GPT-3 playing chess](https://twitter.com/SRajdev/status/1287353220218662912) 76 | * [Designing an IVR flow using natural language](https://twitter.com/nutanc/status/1287801677542612992) 77 | * [Patient diagnosis from clinical vignettes](https://twitter.com/AndrewLBeam/status/1287772781480820737) 78 | * [ChatGPT REPL](https://github.com/evgenyrodionov/chatgpt_repl) 79 | 80 | 81 | ## Articles 82 | * [Can GPT-3 Build a GPT-3 App?](https://medium.com/swlh/can-gpt-3-build-a-gpt-3-app-dc4d17a5b351) 83 | * [How GPT-3 works](https://twitter.com/JayAlammar/status/1285498971960598529) 84 | * [GPT-3 and A Typology of Hype](https://pagestlabs.substack.com/p/gpt-3-and-a-typology-of-hype?s=09) 85 | * [GPT-3: A Hitchhiker's Guide](https://lambdalabs.com/blog/gpt-3/) 86 | * [[Video] Paper explanation](https://www.youtube.com/watch?v=SY5PvZrJhLE) 87 | * [Tempering Expectations for GPT-3 and OpenAI’s API](https://minimaxir.com/2020/07/gpt3-expectations/) 88 | * [OpenAI's GPT-3 Language Model: A Technical Overview](https://lambdalabs.com/blog/demystifying-gpt-3/) 89 | * [GPT-3: An AI that’s eerily good at writing almost anything](https://arr.am/2020/07/09/gpt-3-an-ai-thats-eerily-good-at-writing-almost-anything/) 90 | * [GPT-3 Creative Fiction by Gwern](https://www.gwern.net/GPT-3) 91 | * [Giving GPT-3 a Turing Test](http://lacker.io/ai/2020/07/06/giving-gpt-3-a-turing-test.html?s=09) 92 | * [OpenAI's GPT-3 may be the biggest thing since bitcoin](https://maraoz.com/2020/07/18/openai-gpt3/) 93 | * [To what extent is GPT-3 capable of reasoning?](https://www.lesswrong.com/posts/L5JSMZQvkBAx9MD5A/to-what-extent-is-gpt-3-capable-of-reasoning) 94 | * [Longevity, and resets.](https://minutes.substack.com/p/longevity-and-resets) 95 | 96 | ## Github 97 | * [GPT-3 Sandbox: Turn ideas into demos in a matter of minutes](https://github.com/shreyashankar/gpt3-sandbox) 98 | * [gpt-3-experiments by @minimaxir](https://github.com/minimaxir/gpt-3-experiments) 99 | * [ChatGPT-wrapper: Use it in python and shell](https://github.com/mmabrouk/chatgpt-wrapper) 100 | * [ChatGPT (GPT-3.5-turbo) API Client in Golang](https://github.com/AlmazDelDiablo/gpt3-5-turbo-go) 101 | 102 | ## Products 103 | * [Tailwind CSS code generator](https://themesberg.com/blog/tailwind-css/gpt-3-tailwind-css-ai-code-generator) 104 | * [OthersideAI](https://twitter.com/OthersideAI): Automatically write emails in your personal style by simply writing the key points you want to get across 105 | * [Debuild](https://debuild.co): Describe what your web app should do in plain English, then start using it within seconds. 106 | * [AI Dungeon](https://play.aidungeon.io): An AI generated text adventure that uses deep learning to create each adventure 107 | * [WWO A/B testing OpenAI's GPT-3](https://vwo.com/ab-testing-openai-gpt-3/) 108 | * [Presentations.ai](https://presentations.ai) Visually stunning presentations 109 | that you can design instantly 110 | * [Prompts AI](https://prompts.ai): Advanced GPT-3 playground 111 | * [AirPaper](https://airpaper.ai/): Automated document extraction powered by GPT-3 112 | * [Makelog](https://makelog.com/gpt3): Automated changelog powered by GPT-3 113 | --------------------------------------------------------------------------------