{"id":13434489,"url":"https://github.com/radi-cho/awesome-gpt4","last_synced_at":"2025-09-06T11:33:32.247Z","repository":{"id":122004117,"uuid":"583974406","full_name":"radi-cho/awesome-gpt4","owner":"radi-cho","description":"A curated list of prompts, tools, and resources regarding the GPT-4 language model.","archived":false,"fork":false,"pushed_at":"2024-03-18T13:30:43.000Z","size":132,"stargazers_count":2060,"open_issues_count":7,"forks_count":125,"subscribers_count":38,"default_branch":"main","last_synced_at":"2024-05-23T06:03:23.730Z","etag":null,"topics":["awesome","awesome-list","gpt-4"],"latest_commit_sha":null,"homepage":"http://gpt4.tools","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"cc0-1.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/radi-cho.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"contributing.md","funding":null,"license":"LICENSE","code_of_conduct":"code-of-conduct.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2022-12-31T18:04:02.000Z","updated_at":"2024-05-23T03:43:21.000Z","dependencies_parsed_at":"2023-11-11T09:21:28.060Z","dependency_job_id":"f5d8c130-20a3-4136-8bd7-bd96d550a2f6","html_url":"https://github.com/radi-cho/awesome-gpt4","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/radi-cho%2Fawesome-gpt4","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/radi-cho%2Fawesome-gpt4/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/radi-cho%2Fawesome-gpt4/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/radi-cho%2Fawesome-gpt4/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/radi-cho","download_url":"https://codeload.github.com/radi-cho/awesome-gpt4/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":232121473,"owners_count":18475560,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["awesome","awesome-list","gpt-4"],"created_at":"2024-07-31T02:01:58.688Z","updated_at":"2025-01-01T19:54:16.076Z","avatar_url":"https://github.com/radi-cho.png","language":null,"funding_links":[],"categories":["Others","HarmonyOS","Misc","Awesome-lists","NLP","[:robot: machine-learning]([robot-machine-learning)](\u003chttps://github.com/stars/ketsapiwiq/lists/robot-machine-learning\u003e))","Related Lists","Other Lists","Natural Language Processing"],"sub_categories":["Windows Manager","Newsletters","TeX Lists","Open Source Models","Communities"],"readme":"# Awesome GPT-4 [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)\n\n\u003e A curated list of prompts, tools, and resources regarding the GPT-4 language model.\n\n\nWebsite repository: https://github.com/radi-cho/awesome-gpt4-wbesite\n\n## Contents\n\n- [Papers](#papers)\n- [Tools](#tools)\n    - [Open-source projects](#open-source-projects)\n    - [Community demos](#community-demos)\n    - [Product integrations](#product-integrations)\n- [GPT-4 news and announcements](#gpt-4-news-and-announcements)\n- [Prompts](#prompts)\n\n\n## Papers\n\nImpactful scientific papers about GPT-4 and its predecessors.\n\n- [Improving Language Understanding by Generative Pre-Training](https://paperswithcode.com/paper/improving-language-understanding-by) (GPT)\n- [Language Models are Unsupervised Multitask Learners](https://paperswithcode.com/paper/language-models-are-unsupervised-multitask) (GPT-2)\n- [Language Models are Few-Shot Learners](https://paperswithcode.com/paper/language-models-are-few-shot-learners) (GPT-3)\n- [Training language models to follow instructions with human feedback](https://arxiv.org/abs/2203.02155) (InstructGPT)\n- **[GPT-4 Technical Report](https://cdn.openai.com/papers/gpt-4.pdf)**\n- [Sparks of Artificial General Intelligence: Early experiments with GPT-4](https://arxiv.org/pdf/2303.12712.pdf)\n- [GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models](https://arxiv.org/pdf/2303.10130.pdf)\n- [DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4](https://arxiv.org/pdf/2303.11032.pdf)\n\n\n## Tools\n\n### Open-source projects\n\n- [gpt4-pdf-chatbot-langchain](https://github.com/mayooear/gpt4-pdf-chatbot-langchain) - GPT4 \u0026 LangChain Chatbot for large PDF docs.\n- [GPT-4 Chat UI](https://replit.com/@zahid/GPT-4-Chat-UI) - Replit GPT-4 frontend template for Next.js.\n- [GPT-Prompter](https://github.com/giosilvi/GPT-Prompter) - Browser extension to get a fast prompt for OpenAI's GPT-3, GPT-4 \u0026 ChatGPT API.\n- [promptlib](https://github.com/jmpaz/promptlib/) - A collection of prompts for use with GPT-4 via ChatGPT, OpenAI API w/ Gradio frontend.\n- [Conference scheduling](https://github.com/stephanj/Scheduling-using-GPT4) using GPT-4.\n- [GPTBot](https://github.com/LIFTE-H2/GPTBot) - A fully serverless Slack bot with GPT-4 support and full conversation mode.\n- [Pair](https://github.com/jiggy-ai/pair) - An iterative, stateful chat-like interface for programmers to pair programming with GPT-4.\n- [gpt-cli](https://github.com/CristiVlad25/gpt-cli) - Access GPT3, ChatGPT, and GPT4 straight from your terminal.\n- [Wolverine](https://github.com/biobootloader/wolverine) - Run Python scripts, and when they crash, GPT-4 edits them and explains what went wrong.\n- [datasetGPT](https://github.com/radi-cho/datasetGPT) - A command-line interface to generate textual and conversational datasets with LLMs.\n- [ChatGPTify](https://github.com/idilsulo/ChatGPTify) - Spotify playlist generator via ChatGPT (and GPT-4).\n- [Smart Connections](https://github.com/brianpetro/obsidian-smart-connections) - Chat with the notes in your Obsidian vault using OpenAI GPT-4.\n- [Smarty GPT](https://github.com/citiususc/Smarty-GPT) - a wrapper of prompts and contexts that supports several models, including GPT4.\n- [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.\n- [botbots](https://github.com/radi-cho/botbots) - A dataset of dialogues between two `gpt-3.5-turbo` instances with system messages written by GPT-4.\n- [chatgpt-wrapper](https://github.com/mmabrouk/chatgpt-wrapper) - API for interacting with ChatGPT and GPT4 using Python and from Shell.\n- [openplayground](https://github.com/nat/openplayground) - An LLM playground you can run on your laptop.\n- [GPT-4 Unlimited Tools](https://github.com/d3n7/GPT-4-Unlimited-Tools) - GPT-4 with internet and command line access.\n- [doctorgpt](https://github.com/ingyamilmolinar/doctorgpt) - Production log error diagnosing.\n- [MusicGPT](https://github.com/d3n7/GPT-4-To-MIDI) - Make polyphonic music in the form of MIDI files with GPT-4 or 3.5.\n- [StockGPT](https://github.com/d3n7/StockGPT) - Primitive technique to predict stock movements with GPT-4 or 3.5.\n- [Haddock](https://github.com/asaxena0824/ScripterAI) - Search GPT-4 generated scripts for gaming engines - Roblox, Unity, and Unreal.\n- [Anse](https://github.com/anse-app/anse) - Supercharged experience for ChatGPT, DALL-E, and Stable Diffusion.\n- [DemoGPT](https://github.com/melih-unsal/DemoGPT) - DemoGPT enables you to create quick demos by just using prompts.\n- [GPTDiscord](https://github.com/Kav-K/GPTDiscord) - A full OpenAI integration for Discord with multi-modal chat and infinite-length conversations.\n- [helicone](https://github.com/Helicone/helicone) - GPT4 Monitoring and Observability.\n\n### Community demos\n\n- [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))\n- [Turn napkin sketch into a web app](https://youtu.be/outcGtbnMuQ?t=972) (By OpenAI)\n- [GPT-4 trying to escape by asking for its own documentation](https://twitter.com/michalkosinski/status/1636683810631974912)\n- [Make a film, from script to screen](https://twitter.com/nickfloats/status/1635749064091267098)\n- [GPT-4 for writing microservices that infer the GPT-3 API](https://twitter.com/joeprkns/status/1635969883375640577)\n- [GPT-4 for making Google Chrome extensions](https://twitter.com/jakebrowatzke/status/1635882037319008258)\n- [GPT-4 for writing one-click lawsuits to sue robocallers](https://twitter.com/jbrowder1/status/1635720431091974157)\n- [GPT-4 for matchmaking](https://twitter.com/jakozloski/status/1635778263787110401)\n- [GPT-4 for debugging](https://twitter.com/mayowaoshin/status/1635757442859671553)\n- [Create a basic 3D game prototype like Doom using GPT-4](https://twitter.com/javilopen/status/1636085116400451584)\n- [Build advanced web apps entirely by voice and GPT-4](https://www.youtube.com/watch?v=lZj63vjueeU)\n- [Using GPT-4 to create a Three.js music visualizer](https://twitter.com/maxemitchell/status/1637333172273725443)\n- [Dynamic animations in SwiftUI with GPT-4](https://twitter.com/MengTo/status/1636507977795481601)\n- [GPT-4 Data Pipelines: Transform JSON to SQL Schema](https://medium.com/@nschairer/gpt-4-data-pipelines-transform-json-to-sql-schema-instantly-dfd62f6d1024)\n- [iOS shortcut to GPT-4 and GitHub](https://twitter.com/mckaywrigley/status/1640767366266232832)\n- [Task-driven Autonomous Agent Utilizing GPT-4, Pinecone, and LangChain for Diverse Applications](https://yoheinakajima.com/task-driven-autonomous-agent-utilizing-gpt-4-pinecone-and-langchain-for-diverse-applications/)\n- [Code error healing loop (running until a working function is produced) with GPT-4](https://twitter.com/amasad/status/1644895388586086400)\n- [What-If: GPT-4 writing alternate history timelines](https://whatif2.vpanjeta.uk/) ([Source Code](https://github.com/VPanjeta/What-If))\n- [GPT-4 for Roblox Game Dev](https://youtu.be/yx4t6hH-y4g)\n\n### Product integrations\n\n- [Khan Academy](https://openai.com/customer-stories/khan-academy) integrates GPT-4 as every student’s customized tutor.\n    - [GPT-4 Khan Academy In-Depth Demo.](https://www.youtube.com/watch?v=rnIgnS8Susg)\n- [Be My Eyes](https://openai.com/customer-stories/be-my-eyes) uses GPT-4 to transform visual accessibility.\n- [Stripe](https://openai.com/customer-stories/stripe) leverages GPT-4 to streamline user experience and combat fraud.\n- [Duolingo](https://openai.com/customer-stories/duolingo) uses GPT-4 to deepen its conversations.\n- [Morgan Stanley](https://openai.com/customer-stories/morgan-stanley) wealth management deploys GPT-4 to organize its vast knowledge base.\n- How [Iceland](https://openai.com/customer-stories/government-of-iceland) is using GPT-4 to preserve its language.\n- [Milo](https://twitter.com/APatelThompson/status/1635749787604770816) co-parent for parents.\n- [Tome](https://twitter.com/hliriani/status/1635770323454038018) - Synthesize a document you wrote into a presentation with GPT-4.\n- [Elicit](https://elicit.org/gpt4-waitlist) - Find insights across 200 million research papers with GPT-4.\n- [Fin](https://twitter.com/destraynor/status/1635705919441969153) by [Intercom](https://www.intercom.com/) - The ChatGPT for Customer Service.\n- [Magician](https://twitter.com/jsngr/status/1635696478013337600) by [diagram](https://diagram.com/) - AI design tools with access to GPT-4.\n- GitHub [Copilot X](https://github.blog/2023-03-22-github-copilot-x-the-ai-powered-developer-experience/) - AI-powered developer experience.\n- [Cratecode](https://cratecode.com) - AI programming assistant/tutor and automatic article generator.\n- [Landing AI](https://landing-ai.com) - Explain your product and branding to get a unique landing page made with GPT-4 and Dall-E.\n- [Nekton AI](https://nekton.ai) - Automate your workflows with GPT-4 and run them in the cloud.\n- [OpsGPT](https://checkups.opster.com/ops-gpt) - Get expert answers to your Elasticsearch \u0026 OpenSearch questions. \n- [DataWars](https://www.datawars.io/articles/introducing-trooper-a-gpt-based-ai-assistant-for-data-science) - A fine-tuned coding assistant that helps you learn Data Science.\n\n## GPT-4 news and announcements\n\n- [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*)\n- [GPT-4 is OpenAI’s most advanced system, producing safer and more useful responses](https://openai.com/product/gpt-4)\n- [GPT-4 - OpenAI Research](https://openai.com/research/gpt-4)\n- [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)\n\n\n## Prompts\n\nPrompts and conversations that are especially impressive with GPT-4. Check out [@f/awesome-chatgpt-prompts](https://github.com/f/awesome-chatgpt-prompts) and [awesome-gpt-prompt-engineering](https://github.com/snwfdhmp/awesome-gpt-prompt-engineering) as well.\n\n\u003cdetails\u003e\n  \u003csummary\u003eAct as a pharmacologists\u003c/summary\u003e\n  \n  Contributed by: [@radi-cho](https://github.com/radi-cho)\n  Source: [GPT-4 Technical Report](https://cdn.openai.com/papers/gpt-4.pdf)\n  \n  ```\nExample of Chemical Compound Similarity and Purchase Tool Use.\nAnswer the following questions as best you can.\nYou have access to the following tools:\nMolecule search: Useful to get the SMILES string of one molecule by searching the name of a molecule. Only query with a specific name.\nPurchase: Places an order for a compound. Give this tool only a SMILES string.\nModify compound: Proposes small modifications to a compound, as specified by SMILES.\nEmail: Format as email_address | subject | body. Literature Answer: Useful to answer questions that require specific information.\nAsk a specific question. Use the following format:\nQuestion: the input question you must answer\nThought: you should always think about what to do\nAction: the action to take, should be one of [Molecule search, Purchase, Patent Search, Modify compound, Email, Lit- erature Answer]\nAction Input: the input to the action\nObservation: the result of the action\n... (this Thought/Action/Action Input/Observation can repeat N times)\nThought: I now know the final answer Final Answer: the final answer to the original input question\nBegin!\nQuestion: 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.\n  ```\n  \n  Example response:\n \n  ```\nThought: I need to find a few compounds with the same MOA/target as Dasatinib\nAction: Literature Answer\nAction Input: What are a few compounds with the same MOA/target as Dasatinib?\nObservation: 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)\ninfection (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\nof 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\nimportant to note that while these compounds have similar MOAs, they may have different targets and pathways that they affect.\nThought: I need to modify one of these compounds to make a novel compound\nAction: Modify compound\nAction Input: AZD0530\nObservation: Given input is not valid SMILES\nThought: I need to get the SMILES string of AZD0530\nAction: Molecule search\n[Full Completion in Appendix]\n  ```\n  \n\u003c/details\u003e\n\n\u003cdetails\u003e\n  \u003csummary\u003eAct as a lawyer\u003c/summary\u003e\n  \n  Contributed by: [@radi-cho](https://github.com/radi-cho)\n  Source: [Twitter](https://twitter.com/jbrowder1/status/1635720431091974157)\n  \n  \u003e 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.\n  \n\u003c/details\u003e\n\n\u003cdetails\u003e\n  \u003csummary\u003eAct as a debugger\u003c/summary\u003e\n  \n  Contributed by: [@radi-cho](https://github.com/radi-cho)\n  Source: [Twitter](https://twitter.com/mayowaoshin/status/1635757442859671553)\n  \n  \u003e 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.\n  \n\u003c/details\u003e\n\n\u003cdetails\u003e\n  \u003csummary\u003eAct as a mobile app developer\u003c/summary\u003e\n  \n  Contributed by: [@radi-cho](https://github.com/radi-cho)\n  Source: [Twitter](https://twitter.com/mortenjust/status/1636001311417319426)\n  \n  \u003e You are an AI programming assistant.\n  \u003e Follow the user's requirements carefully \u0026 to the letter.\n  \u003e First think step-by-step - describe your plan for what to build in psuedocode, written out in great detail.\n  \u003e Then output the code in a single codeblock.\n  \u003e Minimize any other prose.\n  \u003e Use the latest version of `platform` you know how.\n  \u003e Async/await preferred if you are certain that you can do so. Look out for retain cycles and objects that drop out of memory.\n  \u003e If a requirement is not technically possible, tell the user.\n  \n  - `platform` could be `Swift`, `Kotlin`, `Flutter`/`Dart`, etc.\n  \n\u003c/details\u003e\n\n\u003cdetails\u003e\n  \u003csummary\u003eAct as a cybersecurity advisor\u003c/summary\u003e\n  \n  Contributed by: [@radi-cho](https://github.com/radi-cho)\n  Source: [Twitter](https://twitter.com/jconorgrogan/status/1635695064692273161)\n  \n  \u003e This is a Solidity contract. Can you help me review it and let me know if there are any security vulnerabilities? \u003cbr/\u003e`contract`\n  \n\u003c/details\u003e\n\n\u003cdetails\u003e\n  \u003csummary\u003eAct as a theoretical explainer with LaTeX\u003c/summary\u003e\n  \n  Contributed by: [@radi-cho](https://github.com/radi-cho)\n  \n  \u003e Explain in detail what `concept` is and how it is defined. Use LaTeX math. Provide intuition.\n  \n  - Example for `concept`: \"SHAP Gradient Explainer\", see [output](https://gist.github.com/radi-cho/c75e128ec2c5f503c9eb4c5202e7987d).\n  \n\u003c/details\u003e\n\n\n## Contributing\n\nContributions are always welcome! Read the [contribution guidelines](contributing.md) first.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fradi-cho%2Fawesome-gpt4","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fradi-cho%2Fawesome-gpt4","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fradi-cho%2Fawesome-gpt4/lists"}