Awesome-Prompt-Engineering
This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc (by promptslab)
AutoGPT
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters. (by Significant-Gravitas)
| Awesome-Prompt-Engineering | AutoGPT | |
|---|---|---|
| 9 | 180 | |
| 3,212 | 161,617 | |
| 4.0% | 0.9% | |
| 5.8 | 9.9 | |
| about 2 months ago | 2 days ago | |
| Python | JavaScript | |
| Apache License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Awesome-Prompt-Engineering
Posts with mentions or reviews of Awesome-Prompt-Engineering.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-08.
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AI lessons
Yes, there are a lot of different resources online, especially for generative AI. The Awesome Prompt Engineering github is probably a good place to start https://github.com/promptslab/Awesome-Prompt-Engineering. If you're focusing directly on OpenAI's models then the OpenAI Prompt Engineering Guide would be my recommendation https://help.openai.com/en/articles/6654000-best-practices-for-prompt-engineering-with-openai-api.
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Übersicht aller nützlichen Links für ChatGPT Prompt Engineering
Awesome-Prompt-Engineering
- Cách sử dụng ChatGpt
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Not by AI
For AI art generation, a good starting point are AI prompt libraries to see results of good prompts.
[0] - https://github.com/promptslab/Awesome-Prompt-Engineering
- Research
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A Comprehensive Guide & Hand-Curated Resource List for Prompt Engineering and LLMs on Github
Resource list: https://github.com/promptslab/Awesome-Prompt-Engineering
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[D] A Comprehensive Guide & Hand-Curated Resource List for Prompt Engineering and LLMs on Github
Here you will find: - 📄 Papers in different categories such as Prompt Engineering Techniques, Text to Image Generation, Text Music/Sound Generation, Text Video Generation etc. - 🔧 Tools & code to build different GPT-based applications - 💻 Open-Source & Paid APIs - 💾 Datasets - 🧠 Prompt-Based Models - 📚 Tutorials from Beginner to Advanced level - 🎥 Videos - 🤝 Prompt-Engineering Communities and Groups for discussion Resource list: https://github.com/promptslab/Awesome-Prompt-Engineering We hope it will help you to get started & learn more about Prompt-Engineering. Prompt-Engineering Course: We are launching a free and open-source Prompt-Engineering Course Soon. Join our discord for Prompt-Engineering, LLMs and other latest research discussions https://discord.com/invite/m88xfYMbK6
AutoGPT
Posts with mentions or reviews of AutoGPT.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-06.
- Accessible AI for Everyone
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AGI has, in some sense, been achieved: Tell me why I am wrong
Define agency. Does AutoGPT or BabyAGI fit the definition?
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The Emergence of Autonomous Agents
This leap is evident in projects like BabyAGI and AutoGPT, showcasing how such agents can prioritize and execute tasks based on a pre-defined objective and the results of previous actions, such as sales prospecting or ordering pizza.
- An experimental open-source attempt to make GPT-4 autonomous
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[Long read] Deep dive into AutoGPT: A comprehensive and in-depth step-by-step guide to how it works
A system and a user message are constructed from the task given by the user in code and passed to the LLM as input.
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1000 Member Celebration and FAQ
A: How much do you know? If you can easily read code (in this example Python, but this will still benefit anyone who can read code), you should check out Auto-GPT. If you are looking to explore different options, check out this doc on AI Agents.
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Agents: An Open-source Framework for Autonomous Language Agents - AIWaves Inc 2023
Also I think most agents I have seen have implemented some form of long-short term memory. Why does it say autogpt doesnt support it? https://github.com/Significant-Gravitas/Auto-GPT/tree/master/autogpts/autogpt/autogpt/memory
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MetaGPT: The Next Evolution or Just More Hype?
In my newest experiment, I try out MetaGPT, which is supposed to be better than AutoGPT according to MetaGPT's paper.
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List of Awesome AI Agents like AutoGPT and BabyAGI / Many open-source Agents with code included!
In my opinion the most interesting Agents: Auto-GPT Github: https://github.com/Significant-Gravitas/Auto-GPT BabyAGI Github: https://github.com/yoheinakajima/babyagi Voyager Github: https://github.com/MineDojo/Voyager / Paper: https://arxiv.org/abs/2305.16291 I would also add: ChemCrow: Augmenting large-language models with chemistry tools Github: https://github.com/ur-whitelab/chemcrow-public/ Paper: https://arxiv.org/abs/2304.05376
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We've released Auto-GPT v0.4.5!
Check out the new Re-Arch README and ARCHITECTURE_NOTES.
What are some alternatives?
When comparing Awesome-Prompt-Engineering and AutoGPT you can also consider the following projects:
tree-of-thoughts - Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%
langchain - ⚡ Building applications with LLMs through composability ⚡ [Moved to: https://github.com/langchain-ai/langchain]
awesome-chatgpt-prompts - This repo includes ChatGPT prompt curation to use ChatGPT better.
gpt4all - gpt4all: run open-source LLMs anywhere
MagicPrompt - Prompt Generator for Stable Diffusion/Midjourney on GPT-2 models
llama.cpp - LLM inference in C/C++
chatoverflow - Empowering Developers with ChatGPT: The Ultimate Code Generator for Faster, Smarter Coding
Auto-Vicuna
Awesome-LLMOps - An awesome & curated list of best LLMOps tools for developers
JARVIS - JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
Prompt-Engineering-Guide - 🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
SuperAGI - <⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.
Awesome-Prompt-Engineering vs tree-of-thoughts
AutoGPT vs langchain
Awesome-Prompt-Engineering vs awesome-chatgpt-prompts
AutoGPT vs gpt4all
Awesome-Prompt-Engineering vs MagicPrompt
AutoGPT vs llama.cpp
Awesome-Prompt-Engineering vs chatoverflow
AutoGPT vs Auto-Vicuna
Awesome-Prompt-Engineering vs Awesome-LLMOps
AutoGPT vs JARVIS
Awesome-Prompt-Engineering vs Prompt-Engineering-Guide
AutoGPT vs SuperAGI