/awesome-gpt4

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

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Awesome GPT-4 Awesome

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

Impactful scientific papers about GPT-4 and its predecessors.

Tools

Open-source projects

  • gpt4-pdf-chatbot-langchain - GPT4 & LangChain Chatbot for large PDF docs.
  • GPT-4 Chat UI - Replit GPT-4 frontend template for Next.js.
  • GPT-Prompter - Browser extension to get a fast prompt for OpenAI's GPT-3, GPT-4 & ChatGPT API.
  • promptlib - A collection of prompts for use with GPT-4 via ChatGPT, OpenAI API w/ Gradio frontend.
  • Conference scheduling using GPT-4.
  • GPTBot - A fully serverless Slack bot with GPT-4 support and full conversation mode.
  • Pair - An iterative, stateful chat-like interface for programmers to pair programming with GPT-4.
  • gpt-cli - Access GPT3, ChatGPT, and GPT4 straight from your terminal.
  • Wolverine - Run Python scripts, and when they crash, GPT-4 edits them and explains what went wrong.
  • datasetGPT - A command-line interface to generate textual and conversational datasets with LLMs.
  • ChatGPTify - Spotify playlist generator via ChatGPT (and GPT-4).
  • Smart Connections - Chat with the notes in your Obsidian vault using OpenAI GPT-4.
  • Smarty GPT - a wrapper of prompts and contexts that supports several models, including GPT4.
  • 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 - A dataset of dialogues between two gpt-3.5-turbo instances with system messages written by GPT-4.
  • chatgpt-wrapper - API for interacting with ChatGPT and GPT4 using Python and from Shell.
  • openplayground - An LLM playground you can run on your laptop.
  • GPT-4 Unlimited Tools - GPT-4 with internet and command line access.
  • doctorgpt - Production log error diagnosing.
  • MusicGPT - Make polyphonic music in the form of MIDI files with GPT-4 or 3.5.
  • StockGPT - Primitive technique to predict stock movements with GPT-4 or 3.5.
  • Haddock - Search GPT-4 generated scripts for gaming engines - Roblox, Unity, and Unreal.
  • Anse - Supercharged experience for ChatGPT, DALL-E, and Stable Diffusion.
  • DemoGPT - DemoGPT enables you to create quick demos by just using prompts.
  • GPTDiscord - A full OpenAI integration for Discord with multi-modal chat and infinite-length conversations.
  • helicone - GPT4 Monitoring and Observability.

Community demos

Product integrations

  • Khan Academy integrates GPT-4 as every student’s customized tutor.
  • Be My Eyes uses GPT-4 to transform visual accessibility.
  • Stripe leverages GPT-4 to streamline user experience and combat fraud.
  • Duolingo uses GPT-4 to deepen its conversations.
  • Morgan Stanley wealth management deploys GPT-4 to organize its vast knowledge base.
  • How Iceland is using GPT-4 to preserve its language.
  • Milo co-parent for parents.
  • Tome - Synthesize a document you wrote into a presentation with GPT-4.
  • Elicit - Find insights across 200 million research papers with GPT-4.
  • Fin by Intercom - The ChatGPT for Customer Service.
  • Magician by diagram - AI design tools with access to GPT-4.
  • GitHub Copilot X - AI-powered developer experience.
  • Cratecode - AI programming assistant/tutor and automatic article generator.
  • Landing AI - Explain your product and branding to get a unique landing page made with GPT-4 and Dall-E.
  • Nekton AI - Automate your workflows with GPT-4 and run them in the cloud.
  • OpsGPT - Get expert answers to your Elasticsearch & OpenSearch questions.
  • DataWars - A fine-tuned coding assistant that helps you learn Data Science.

GPT-4 news and announcements

Prompts

Prompts and conversations that are especially impressive with GPT-4. Check out @f/awesome-chatgpt-prompts and awesome-gpt-prompt-engineering as well.

Act as a pharmacologists

Contributed by: @radi-cho Source: GPT-4 Technical Report

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 Source: Twitter

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 Source: Twitter

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 Source: Twitter

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 Source: Twitter

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

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

  • Example for concept: "SHAP Gradient Explainer", see output.

Contributing

Contributions are always welcome! Read the contribution guidelines first.