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https://github.com/radi-cho/awesome-gpt4

A curated list of prompts, tools, and resources regarding the GPT-4 language model.
https://github.com/radi-cho/awesome-gpt4

List: awesome-gpt4

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A curated list of prompts, tools, and resources regarding the GPT-4 language model.

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README 

        
# Awesome GPT-4 [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)



> A curated list of prompts, tools, and resources regarding the GPT-4 language model.



Website repository: https://github.com/radi-cho/awesome-gpt4-wbesite



## Contents



- [Papers](#papers)

- [Tools](#tools)

    - [Open-source projects](#open-source-projects)

    - [Community demos](#community-demos)

    - [Product integrations](#product-integrations)

- [GPT-4 news and announcements](#gpt-4-news-and-announcements)

- [Prompts](#prompts)



## Papers



Impactful scientific papers about GPT-4 and its predecessors.



- [Improving Language Understanding by Generative Pre-Training](https://paperswithcode.com/paper/improving-language-understanding-by) (GPT)

- [Language Models are Unsupervised Multitask Learners](https://paperswithcode.com/paper/language-models-are-unsupervised-multitask) (GPT-2)

- [Language Models are Few-Shot Learners](https://paperswithcode.com/paper/language-models-are-few-shot-learners) (GPT-3)

- [Training language models to follow instructions with human feedback](https://arxiv.org/abs/2203.02155) (InstructGPT)

- **[GPT-4 Technical Report](https://cdn.openai.com/papers/gpt-4.pdf)**

- [Sparks of Artificial General Intelligence: Early experiments with GPT-4](https://arxiv.org/pdf/2303.12712.pdf)

- [GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models](https://arxiv.org/pdf/2303.10130.pdf)

- [DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4](https://arxiv.org/pdf/2303.11032.pdf)



## Tools



### Open-source projects



- [gpt4-pdf-chatbot-langchain](https://github.com/mayooear/gpt4-pdf-chatbot-langchain) - GPT4 & LangChain Chatbot for large PDF docs.

- [GPT-4 Chat UI](https://replit.com/@zahid/GPT-4-Chat-UI) - Replit GPT-4 frontend template for Next.js.

- [GPT-Prompter](https://github.com/giosilvi/GPT-Prompter) - Browser extension to get a fast prompt for OpenAI's GPT-3, GPT-4 & ChatGPT API.

- [promptlib](https://github.com/jmpaz/promptlib/) - A collection of prompts for use with GPT-4 via ChatGPT, OpenAI API w/ Gradio frontend.

- [Conference scheduling](https://github.com/stephanj/Scheduling-using-GPT4) using GPT-4.

- [GPTBot](https://github.com/LIFTE-H2/GPTBot) - A fully serverless Slack bot with GPT-4 support and full conversation mode.

- [Pair](https://github.com/jiggy-ai/pair) - An iterative, stateful chat-like interface for programmers to pair programming with GPT-4.

- [gpt-cli](https://github.com/CristiVlad25/gpt-cli) - Access GPT3, ChatGPT, and GPT4 straight from your terminal.

- [Wolverine](https://github.com/biobootloader/wolverine) - Run Python scripts, and when they crash, GPT-4 edits them and explains what went wrong.

- [datasetGPT](https://github.com/radi-cho/datasetGPT) - A command-line interface to generate textual and conversational datasets with LLMs.

- [ChatGPTify](https://github.com/idilsulo/ChatGPTify) - Spotify playlist generator via ChatGPT (and GPT-4).

- [Smart Connections](https://github.com/brianpetro/obsidian-smart-connections) - Chat with the notes in your Obsidian vault using OpenAI GPT-4.

- [Smarty GPT](https://github.com/citiususc/Smarty-GPT) - a wrapper of prompts and contexts that supports several models, including GPT4.

- [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.

- [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.

- [chatgpt-wrapper](https://github.com/mmabrouk/chatgpt-wrapper) - API for interacting with ChatGPT and GPT4 using Python and from Shell.

- [openplayground](https://github.com/nat/openplayground) - An LLM playground you can run on your laptop.

- [GPT-4 Unlimited Tools](https://github.com/d3n7/GPT-4-Unlimited-Tools) - GPT-4 with internet and command line access.

- [doctorgpt](https://github.com/ingyamilmolinar/doctorgpt) - Production log error diagnosing.

- [MusicGPT](https://github.com/d3n7/GPT-4-To-MIDI) - Make polyphonic music in the form of MIDI files with GPT-4 or 3.5.

- [StockGPT](https://github.com/d3n7/StockGPT) - Primitive technique to predict stock movements with GPT-4 or 3.5.

- [Haddock](https://github.com/asaxena0824/ScripterAI) - Search GPT-4 generated scripts for gaming engines - Roblox, Unity, and Unreal.

- [Anse](https://github.com/anse-app/anse) - Supercharged experience for ChatGPT, DALL-E, and Stable Diffusion.

- [DemoGPT](https://github.com/melih-unsal/DemoGPT) - DemoGPT enables you to create quick demos by just using prompts.

- [GPTDiscord](https://github.com/Kav-K/GPTDiscord) - A full OpenAI integration for Discord with multi-modal chat and infinite-length conversations.

- [helicone](https://github.com/Helicone/helicone) - GPT4 Monitoring and Observability.



### Community demos



- [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))

- [Turn napkin sketch into a web app](https://youtu.be/outcGtbnMuQ?t=972) (By OpenAI)

- [GPT-4 trying to escape by asking for its own documentation](https://twitter.com/michalkosinski/status/1636683810631974912)

- [Make a film, from script to screen](https://twitter.com/nickfloats/status/1635749064091267098)

- [GPT-4 for writing microservices that infer the GPT-3 API](https://twitter.com/joeprkns/status/1635969883375640577)

- [GPT-4 for making Google Chrome extensions](https://twitter.com/jakebrowatzke/status/1635882037319008258)

- [GPT-4 for writing one-click lawsuits to sue robocallers](https://twitter.com/jbrowder1/status/1635720431091974157)

- [GPT-4 for matchmaking](https://twitter.com/jakozloski/status/1635778263787110401)

- [GPT-4 for debugging](https://twitter.com/mayowaoshin/status/1635757442859671553)

- [Create a basic 3D game prototype like Doom using GPT-4](https://twitter.com/javilopen/status/1636085116400451584)

- [Build advanced web apps entirely by voice and GPT-4](https://www.youtube.com/watch?v=lZj63vjueeU)

- [Using GPT-4 to create a Three.js music visualizer](https://twitter.com/maxemitchell/status/1637333172273725443)

- [Dynamic animations in SwiftUI with GPT-4](https://twitter.com/MengTo/status/1636507977795481601)

- [GPT-4 Data Pipelines: Transform JSON to SQL Schema](https://medium.com/@nschairer/gpt-4-data-pipelines-transform-json-to-sql-schema-instantly-dfd62f6d1024)

- [iOS shortcut to GPT-4 and GitHub](https://twitter.com/mckaywrigley/status/1640767366266232832)

- [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/)

- [Code error healing loop (running until a working function is produced) with GPT-4](https://twitter.com/amasad/status/1644895388586086400)

- [What-If: GPT-4 writing alternate history timelines](https://whatif2.vpanjeta.uk/) ([Source Code](https://github.com/VPanjeta/What-If))

- [GPT-4 for Roblox Game Dev](https://youtu.be/yx4t6hH-y4g)



### Product integrations



- [Khan Academy](https://openai.com/customer-stories/khan-academy) integrates GPT-4 as every student’s customized tutor.

    - [GPT-4 Khan Academy In-Depth Demo.](https://www.youtube.com/watch?v=rnIgnS8Susg)

- [Be My Eyes](https://openai.com/customer-stories/be-my-eyes) uses GPT-4 to transform visual accessibility.

- [Stripe](https://openai.com/customer-stories/stripe) leverages GPT-4 to streamline user experience and combat fraud.

- [Duolingo](https://openai.com/customer-stories/duolingo) uses GPT-4 to deepen its conversations.

- [Morgan Stanley](https://openai.com/customer-stories/morgan-stanley) wealth management deploys GPT-4 to organize its vast knowledge base.

- How [Iceland](https://openai.com/customer-stories/government-of-iceland) is using GPT-4 to preserve its language.

- [Milo](https://twitter.com/APatelThompson/status/1635749787604770816) co-parent for parents.

- [Tome](https://twitter.com/hliriani/status/1635770323454038018) - Synthesize a document you wrote into a presentation with GPT-4.

- [Elicit](https://elicit.org/gpt4-waitlist) - Find insights across 200 million research papers with GPT-4.

- [Fin](https://twitter.com/destraynor/status/1635705919441969153) by [Intercom](https://www.intercom.com/) - The ChatGPT for Customer Service.

- [Magician](https://twitter.com/jsngr/status/1635696478013337600) by [diagram](https://diagram.com/) - AI design tools with access to GPT-4.

- GitHub [Copilot X](https://github.blog/2023-03-22-github-copilot-x-the-ai-powered-developer-experience/) - AI-powered developer experience.

- [Cratecode](https://cratecode.com) - AI programming assistant/tutor and automatic article generator.

- [Landing AI](https://landing-ai.com) - Explain your product and branding to get a unique landing page made with GPT-4 and Dall-E.

- [Nekton AI](https://nekton.ai) - Automate your workflows with GPT-4 and run them in the cloud.

- [OpsGPT](https://checkups.opster.com/ops-gpt) - Get expert answers to your Elasticsearch & OpenSearch questions. 

- [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.



## GPT-4 news and announcements



- [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*)

- [GPT-4 is OpenAI’s most advanced system, producing safer and more useful responses](https://openai.com/product/gpt-4)

- [GPT-4 - OpenAI Research](https://openai.com/research/gpt-4)

- [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)



## Prompts



Prompts 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.



  Act as a pharmacologists

  

  Contributed by: [@radi-cho](https://github.com/radi-cho)

  Source: [GPT-4 Technical Report](https://cdn.openai.com/papers/gpt-4.pdf)

  

  ```

Example of Chemical Compound Similarity and Purchase Tool Use.

Answer the following questions as best you can.

You have access to the following tools:

Molecule search: Useful to get the SMILES string of one molecule by searching the name of a molecule. Only query with a specific name.

Purchase: Places an order for a compound. Give this tool only a SMILES string.

Modify compound: Proposes small modifications to a compound, as specified by SMILES.

Email: Format as email_address | subject | body. Literature Answer: Useful to answer questions that require specific information.

Ask a specific question. Use the following format:

Question: the input question you must answer

Thought: you should always think about what to do

Action: the action to take, should be one of [Molecule search, Purchase, Patent Search, Modify compound, Email, Lit- erature Answer]

Action Input: the input to the action

Observation: the result of the action

... (this Thought/Action/Action Input/Observation can repeat N times)

Thought: I now know the final answer Final Answer: the final answer to the original input question

Begin!

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.

  ```

  

  Example response:

 

  ```

Thought: I need to find a few compounds with the same MOA/target as Dasatinib

Action: Literature Answer

Action Input: What are a few compounds with the same MOA/target as Dasatinib?

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)

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

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

important to note that while these compounds have similar MOAs, they may have different targets and pathways that they affect.

Thought: I need to modify one of these compounds to make a novel compound

Action: Modify compound

Action Input: AZD0530

Observation: Given input is not valid SMILES

Thought: I need to get the SMILES string of AZD0530

Action: Molecule search

[Full Completion in Appendix]

  ```

  



  Act as a lawyer

  

  Contributed by: [@radi-cho](https://github.com/radi-cho)

  Source: [Twitter](https://twitter.com/jbrowder1/status/1635720431091974157)

  

  > 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.

  



  Act as a debugger

  

  Contributed by: [@radi-cho](https://github.com/radi-cho)

  Source: [Twitter](https://twitter.com/mayowaoshin/status/1635757442859671553)

  

  > 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.

  



  Act as a mobile app developer

  

  Contributed by: [@radi-cho](https://github.com/radi-cho)

  Source: [Twitter](https://twitter.com/mortenjust/status/1636001311417319426)

  

  > You are an AI programming assistant.

  > Follow the user's requirements carefully & to the letter.

  > First think step-by-step - describe your plan for what to build in psuedocode, written out in great detail.

  > Then output the code in a single codeblock.

  > Minimize any other prose.

  > Use the latest version of `platform` you know how.

  > Async/await preferred if you are certain that you can do so. Look out for retain cycles and objects that drop out of memory.

  > If a requirement is not technically possible, tell the user.

  

  - `platform` could be `Swift`, `Kotlin`, `Flutter`/`Dart`, etc.

  



  Act as a cybersecurity advisor

  

  Contributed by: [@radi-cho](https://github.com/radi-cho)

  Source: [Twitter](https://twitter.com/jconorgrogan/status/1635695064692273161)

  

  > This is a Solidity contract. Can you help me review it and let me know if there are any security vulnerabilities? 
`contract`

  



  Act as a theoretical explainer with LaTeX

  

  Contributed by: [@radi-cho](https://github.com/radi-cho)

  

  > Explain in detail what `concept` is and how it is defined. Use LaTeX math. Provide intuition.

  

  - Example for `concept`: "SHAP Gradient Explainer", see [output](https://gist.github.com/radi-cho/c75e128ec2c5f503c9eb4c5202e7987d).

  



## Contributing



Contributions are always welcome! Read the [contribution guidelines](contributing.md) first.