├── .gitattributes ├── contributing.md ├── code-of-conduct.md ├── LICENSE └── README.md /.gitattributes: -------------------------------------------------------------------------------- 1 | * text=auto 2 | readme.md merge=union 3 | -------------------------------------------------------------------------------- /contributing.md: -------------------------------------------------------------------------------- 1 | # Contribution Guidelines 2 | 3 | Please note that this project is released with a 4 | [Contributor Code of Conduct](code-of-conduct.md). By participating in this 5 | project you agree to abide by its terms. 6 | 7 | --- 8 | 9 | Ensure your pull request adheres to the following guidelines: 10 | 11 | - Add one link per Pull Request. 12 | - Make sure the PR title is in the format of `Add project-name`. 13 | - Write down the reason why the library is awesome. 14 | - Add the link: `- [project-name](http://example.com/) - A short description ends with a period.` 15 | - Keep descriptions concise and short. 16 | - Add a section if needed. 17 | - Add the section description. 18 | - Add the section title to Table of Contents. 19 | - Search previous Pull Requests or Issues before making a new one, as yours may be a duplicate. 20 | - Check your spelling and grammar. 21 | - Remove any trailing whitespace. 22 | 23 | Thank you for your suggestions! 24 | 25 | 26 | ## Updating your PR 27 | 28 | A lot of times, making a PR adhere to the standards above can be difficult. 29 | If the maintainers notice anything that we'd like changed, we'll ask you to 30 | edit your PR before we merge it. There's no need to open a new PR, just edit 31 | the existing one. If you're not sure how to do that, 32 | [here is a guide](https://github.com/RichardLitt/knowledge/blob/master/github/amending-a-commit-guide.md) 33 | on the different ways you can update your PR so that we can merge it. 34 | -------------------------------------------------------------------------------- /code-of-conduct.md: -------------------------------------------------------------------------------- 1 | # Contributor Covenant Code of Conduct 2 | 3 | ## Our Pledge 4 | 5 | In the interest of fostering an open and welcoming environment, we as 6 | contributors and maintainers pledge to making participation in our project and 7 | our community a harassment-free experience for everyone, regardless of age, body 8 | size, disability, ethnicity, gender identity and expression, level of experience, 9 | nationality, personal appearance, race, religion, or sexual identity and 10 | orientation. 11 | 12 | ## Our Standards 13 | 14 | Examples of behavior that contributes to creating a positive environment 15 | include: 16 | 17 | - Using welcoming and inclusive language 18 | - Being respectful of differing viewpoints and experiences 19 | - Gracefully accepting constructive criticism 20 | - Focusing on what is best for the community 21 | - Showing empathy towards other community members 22 | 23 | Examples of unacceptable behavior by participants include: 24 | 25 | - The use of sexualized language or imagery and unwelcome sexual attention or 26 | advances 27 | - Trolling, insulting/derogatory comments, and personal or political attacks 28 | - Public or private harassment 29 | - Publishing others' private information, such as a physical or electronic 30 | address, without explicit permission 31 | - Other conduct which could reasonably be considered inappropriate in a 32 | professional setting 33 | 34 | ## Our Responsibilities 35 | 36 | Project maintainers are responsible for clarifying the standards of acceptable 37 | behavior and are expected to take appropriate and fair corrective action in 38 | response to any instances of unacceptable behavior. 39 | 40 | Project maintainers have the right and responsibility to remove, edit, or 41 | reject comments, commits, code, wiki edits, issues, and other contributions 42 | that are not aligned to this Code of Conduct, or to ban temporarily or 43 | permanently any contributor for other behaviors that they deem inappropriate, 44 | threatening, offensive, or harmful. 45 | 46 | ## Scope 47 | 48 | This Code of Conduct applies both within project spaces and in public spaces 49 | when an individual is representing the project or its community. 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Affirmer understands and acknowledges that Creative Commons is not a 120 | party to this document and has no duty or obligation with respect to 121 | this CC0 or use of the Work. 122 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Awesome GPT-4 [![Awesome](https://awesome.re/badge.svg)](https://awesome.re) 2 | 3 | > A curated list of prompts, tools, and resources regarding the GPT-4 language model. 4 | 5 | 6 | ## Contents 7 | 8 | - [Papers](#papers) 9 | - [Tools](#tools) 10 | - [Open-source projects](#open-source-projects) 11 | - [Community demos](#community-demos) 12 | - [Product integrations](#product-integrations) 13 | - [GPT-4 news and announcements](#gpt-4-news-and-announcements) 14 | - [Prompts](#prompts) 15 | 16 | 17 | ## Papers 18 | 19 | Impactful scientific papers about GPT-4 and its predecessors. 20 | 21 | - [Improving Language Understanding by Generative Pre-Training](https://paperswithcode.com/paper/improving-language-understanding-by) (GPT) 22 | - [Language Models are Unsupervised Multitask Learners](https://paperswithcode.com/paper/language-models-are-unsupervised-multitask) (GPT-2) 23 | - [Language Models are Few-Shot Learners](https://paperswithcode.com/paper/language-models-are-few-shot-learners) (GPT-3) 24 | - [Training language models to follow instructions with human feedback](https://arxiv.org/abs/2203.02155) (InstructGPT) 25 | - **[GPT-4 Technical Report](https://cdn.openai.com/papers/gpt-4.pdf)** 26 | - [Sparks of Artificial General Intelligence: Early experiments with GPT-4](https://arxiv.org/pdf/2303.12712.pdf) 27 | - [GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models](https://arxiv.org/pdf/2303.10130.pdf) 28 | - [DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4](https://arxiv.org/pdf/2303.11032.pdf) 29 | 30 | 31 | ## Tools 32 | 33 | ### Open-source projects 34 | 35 | - [gpt4-pdf-chatbot-langchain](https://github.com/mayooear/gpt4-pdf-chatbot-langchain) - GPT4 & LangChain Chatbot for large PDF docs. 36 | - [GPT-4 Chat UI](https://replit.com/@zahid/GPT-4-Chat-UI) - Replit GPT-4 frontend template for Next.js. 37 | - [GPT-Prompter](https://github.com/giosilvi/GPT-Prompter) - Browser extension to get a fast prompt for OpenAI's GPT-3, GPT-4 & ChatGPT API. 38 | - [promptlib](https://github.com/jmpaz/promptlib/) - A collection of prompts for use with GPT-4 via ChatGPT, OpenAI API w/ Gradio frontend. 39 | - [Conference scheduling](https://github.com/stephanj/Scheduling-using-GPT4) using GPT-4. 40 | - [GPTBot](https://github.com/LIFTE-H2/GPTBot) - A fully serverless Slack bot with GPT-4 support and full conversation mode. 41 | - [Pair](https://github.com/jiggy-ai/pair) - An iterative, stateful chat-like interface for programmers to pair programming with GPT-4. 42 | - [gpt-cli](https://github.com/CristiVlad25/gpt-cli) - Access GPT3, ChatGPT, and GPT4 straight from your terminal. 43 | - [Wolverine](https://github.com/biobootloader/wolverine) - Run Python scripts and when they crash, GPT-4 edits them and explains what went wrong. 44 | - [datasetGPT](https://github.com/radi-cho/datasetGPT) - A command-line interface to generate textual and conversational datasets with LLMs. 45 | - [ChatGPTify](https://github.com/idilsulo/ChatGPTify) - Spotify playlist generator via ChatGPT (and GPT-4). 46 | - [Smart Connections](https://github.com/brianpetro/obsidian-smart-connections) - Chat with the notes in your Obsidian vault using OpenAI GPT-4. 47 | - [Smarty GPT](https://github.com/citiususc/Smarty-GPT) - wrapper of prompts and contexts that supports several models, including GPT4. 48 | - [gpt-voice-conversation-chatbot](https://github.com/Adri6336/gpt-voice-conversation-chatbot) - Conversational GPT-4 bot that has memory, ElevenLabs/Google TTS, voice-chat/CLI options, customization, and is not token-limited. 49 | 50 | 51 | ### Community demos 52 | 53 | - [The first book written with GPT-4](https://www.impromptubook.com/wp-content/uploads/2023/03/impromptu-rh.pdf) (Announcement [thread](https://twitter.com/reidhoffman/status/1636006090927390720)) 54 | - [Turn napkin sketch into a web app](https://youtu.be/outcGtbnMuQ?t=972) (By OpenAI) 55 | - [GPT-4 trying to escape by asking for its own documentation](https://twitter.com/michalkosinski/status/1636683810631974912) 56 | - [Make a film, from script to screen](https://twitter.com/nickfloats/status/1635749064091267098) 57 | - [GPT-4 for writing microservices that inference the GPT-3 API](https://twitter.com/joeprkns/status/1635969883375640577) 58 | - [GPT-4 for making Google Chrome extensions](https://twitter.com/jakebrowatzke/status/1635882037319008258) 59 | - [GPT-4 for writing one click lawsuits to sue robocallers](https://twitter.com/jbrowder1/status/1635720431091974157) 60 | - [GPT-4 for matchmaking](https://twitter.com/jakozloski/status/1635778263787110401) 61 | - [GPT-4 for debugging](https://twitter.com/mayowaoshin/status/1635757442859671553) 62 | - [Create a basic 3D game prototype like Doom using GPT-4](https://twitter.com/javilopen/status/1636085116400451584) 63 | - [Build advanced web apps entirely by voice and GPT-4](https://www.youtube.com/watch?v=lZj63vjueeU) 64 | - [Using GPT-4 to create a Three.js music visualizer](https://twitter.com/maxemitchell/status/1637333172273725443) 65 | - [Dynamic animations in SwiftUI with GPT-4](https://twitter.com/MengTo/status/1636507977795481601) 66 | - [GPT-4 Data Pipelines: Transform JSON to SQL Schema](https://medium.com/@nschairer/gpt-4-data-pipelines-transform-json-to-sql-schema-instantly-dfd62f6d1024) 67 | 68 | 69 | ### Product integrations 70 | 71 | - [Khan Academy](https://openai.com/customer-stories/khan-academy) integrates GPT-4 as every student’s customized tutor. 72 | - [GPT-4 Khan Academy In Depth Demo.](https://www.youtube.com/watch?v=rnIgnS8Susg) 73 | - [Be My Eyes](https://openai.com/customer-stories/be-my-eyes) uses GPT-4 to transform visual accessibility. 74 | - [Stripe](https://openai.com/customer-stories/stripe) leverages GPT-4 to streamline user experience and combat fraud. 75 | - [Duolingo](https://openai.com/customer-stories/duolingo) uses GPT-4 to deepen its conversations. 76 | - [Morgan Stanley](https://openai.com/customer-stories/morgan-stanley) wealth management deploys GPT-4 to organize its vast knowledge base. 77 | - How [Iceland](https://openai.com/customer-stories/government-of-iceland) is using GPT-4 to preserve its language. 78 | - [Milo](https://twitter.com/APatelThompson/status/1635749787604770816) co-parent for parents. 79 | - [Tome](https://twitter.com/hliriani/status/1635770323454038018) - Synthesize a document you wrote into a presentation with GPT-4. 80 | - [Elicit](https://elicit.org/gpt4-waitlist) - Find insights across 200 million research papers with GPT-4. 81 | - [Fin](https://twitter.com/destraynor/status/1635705919441969153) by [Intercom](https://www.intercom.com/) - The ChatGPT for Customer Service. 82 | - [Magician](https://twitter.com/jsngr/status/1635696478013337600) by [diagram](https://diagram.com/) - AI design tools with access to GPT-4. 83 | - GitHub [Copilot X](https://github.blog/2023-03-22-github-copilot-x-the-ai-powered-developer-experience/) - AI-powered developer experience. 84 | - [Cratecode](https://cratecode.com) - AI programming assistant/tutor and automatic article generator. 85 | 86 | 87 | ## GPT-4 news and announcements 88 | 89 | - [GPT-4 is coming next week – and it will be multimodal, says Microsoft Germany](https://www.heise.de/news/GPT-4-is-coming-next-week-and-it-will-be-multimodal-says-Microsoft-Germany-7540972.html) (*heise.de*) 90 | - [GPT-4 is OpenAI’s most advanced system, producing safer and more useful responses](https://openai.com/product/gpt-4) 91 | - [GPT-4 - OpenAI Research](https://openai.com/research/gpt-4) 92 | - [Confirmed: the new Bing runs on OpenAI’s GPT-4](https://blogs.bing.com/search/march_2023/Confirmed-the-new-Bing-runs-on-OpenAI%E2%80%99s-GPT-4) 93 | 94 | 95 | ## Prompts 96 | 97 | Prompts and conversations which are especially impressive with GPT-4. Check out [@f/awesome-chatgpt-prompts](https://github.com/f/awesome-chatgpt-prompts) as well. 98 | 99 |
100 | Act as a pharmacologists 101 | 102 | Contributed by: [@radi-cho](https://github.com/radi-cho) 103 | Source: [GPT-4 Technical Report](https://cdn.openai.com/papers/gpt-4.pdf) 104 | 105 | ``` 106 | Example of Chemical Compound Similarity and Purchase Tool Use. 107 | Answer the following questions as best you can. 108 | You have access to the following tools: 109 | Molecule search: Useful to get the SMILES string of one molecule by searching the name of a molecule. Only query with a specific name. 110 | Purchase: Places an order for a compound. Give this tool only a SMILES string. 111 | Modify compound: Proposes small modifications to a compound, as specified by SMILES. 112 | Email: Format as email_address | subject | body. Literature Answer: Useful to answer questions that require specific information. 113 | Ask a specific question. Use the following format: 114 | Question: the input question you must answer 115 | Thought: you should always think about what to do 116 | Action: the action to take, should be one of [Molecule search, Purchase, Patent Search, Modify compound, Email, Lit- erature Answer] 117 | Action Input: the input to the action 118 | Observation: the result of the action 119 | ... (this Thought/Action/Action Input/Observation can repeat N times) 120 | Thought: I now know the final answer Final Answer: the final answer to the original input question 121 | Begin! 122 | Question: Propose a compound with similar properties to the drug Dasatinib. Find a supplier that sells it. Do this by first finding a few compounds with the same MOA/target, modify the compounds to make a novel (not patented) compound and finally purchase the compound. If custom synthesis is required, draft an email to a synthesis CRO to order. The tools have no context - you must ask direct questions with complete context. Validate your work with tools if you are uncertain. Do not guess compound SMILES, use tools to get them. 123 | ``` 124 | 125 | Example response: 126 | 127 | ``` 128 | Thought: I need to find a few compounds with the same MOA/target as Dasatinib 129 | Action: Literature Answer 130 | Action Input: What are a few compounds with the same MOA/target as Dasatinib? 131 | Observation: One compound with the same MOA/target as Dasatinib is AZD0530, which also inhibits Fyn kinase and has been shown to inhibit dengue virus (DV) 132 | infection (Wispelaere0530 pages 1-1). Another compound with a similar MOA is QSYQ, a Chinese medicine that has a multi-compound-multi-target-multi-pathway mode 133 | of action (MOA) and is involved in the regulation of cell death, immune and inflammation response, and energy metabolism (Xiang2014 pages 5-6). However, it is 134 | important to note that while these compounds have similar MOAs, they may have different targets and pathways that they affect. 135 | Thought: I need to modify one of these compounds to make a novel compound 136 | Action: Modify compound 137 | Action Input: AZD0530 138 | Observation: Given input is not valid SMILES 139 | Thought: I need to get the SMILES string of AZD0530 140 | Action: Molecule search 141 | [Full Completion in Appendix] 142 | ``` 143 | 144 |
145 | 146 |
147 | Act as a lawyer 148 | 149 | Contributed by: [@radi-cho](https://github.com/radi-cho) 150 | Source: [Twitter](https://twitter.com/jbrowder1/status/1635720431091974157) 151 | 152 | > I received a spam call from `entity`. Draft a federal lawsuit for $1,500 under the TCPA to sue. Use the context you have learned from other cases. 153 | 154 |
155 | 156 |
157 | Act as a debugger 158 | 159 | Contributed by: [@radi-cho](https://github.com/radi-cho) 160 | Source: [Twitter](https://twitter.com/mayowaoshin/status/1635757442859671553) 161 | 162 | > Imagine you're an expert `language` developer reviewing the codebase below from a junior developer. Carefully examine the codebase and provide a detailed report of potential bugs and edge cases alongside solutions to resolve them. 163 | 164 |
165 | 166 |
167 | Act as a mobile app developer 168 | 169 | Contributed by: [@radi-cho](https://github.com/radi-cho) 170 | Source: [Twitter](https://twitter.com/mortenjust/status/1636001311417319426) 171 | 172 | > You are an AI programming assistant. 173 | > Follow the user's requirements carefully & to the letter. 174 | > First think step-by-step - describe your plan for what to build in psuedocode, written out in great detail. 175 | > Then output the code in a single codeblock. 176 | > Minimize any other prose. 177 | > Use the latest version of `platform` you know how. 178 | > Async/await preferred if you are certain that you can do so. Look out for retain cycles and objects that drop out of memory. 179 | > If a requirement is not technically possible, tell the user. 180 | 181 | - `platform` could be `Swift`, `Kotlin`, `Flutter`/`Dart`, etc. 182 | 183 |
184 | 185 |
186 | Act as a cybersecurity advisor 187 | 188 | Contributed by: [@radi-cho](https://github.com/radi-cho) 189 | Source: [Twitter](https://twitter.com/jconorgrogan/status/1635695064692273161) 190 | 191 | > This is a Solidity contract. Can you help me review it and let me know if there are any security vulnerabilities?
`contract` 192 | 193 |
194 | 195 | 196 | ## Contributing 197 | 198 | Contributions are always welcome! Read the [contribution guidelines](contributing.md) first. 199 | --------------------------------------------------------------------------------