MetaGPT
AutoGPT
| MetaGPT | AutoGPT | |
|---|---|---|
| 32 | 180 | |
| 39,707 | 161,878 | |
| - | 1.0% | |
| 10.0 | 9.9 | |
| 7 days ago | 4 days ago | |
| Python | JavaScript | |
| MIT License | MIT License |
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.
MetaGPT
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Can AI replace a co-founder?
https://github.com/geekan/MetaGPT :
> MetaGPT takes a one line requirement as input and outputs user stories / competitive analysis / requirements / data structures / APIs / documents, etc.
https://news.ycombinator.com/item?id=29141796 ; "Co-Founder Equity Calculator"
"Ask HN: What are your go to SaaS products for startups/MVPs?" (2020) https://news.ycombinator.com/item?id=23535828 ; FounderKit, StackShare
> USA Small Business Administration: "10 steps to start your business." https://www.sba.gov/starting-business/how-start-business/10-...
>> "Startup Incorporation Checklist: How to bootstrap a Delaware C-corp (or S-corp) with employee(s) in California" https://github.com/leonar15/startup-checklist
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How, if at all, are you actually using AI tools for your PM workflows?
Yes, so recently one of our clients asked us to use some requirements of a open source software to produce a internal product for him. WE used the https://github.com/geekan/MetaGPT and it was able to 'switch' between google search, prompt interactions and even do competitive analysis without huge effort.
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MetaGPT VS SolidGPT - a user suggested alternative
2 projects | 23 Oct 2023
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Ask HN: How can ChatGPT be effectively utilized in the work
2. https://github.com/geekan/MetaGPT
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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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MetaGPT: Automating Entire Companies
Imagine having an AI that can do what product managers, architects, project managers & engineers can do. That’s MetaGPT.
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MetaGPT: Meta Programming for Multi-Agent Collaborative Framework
> 1. Do your best to implement THIS ONLY ONE FILE. ONLY USE EXISTING API. IF NO API, IMPLEMENT IT.
1. https://github.com/geekan/MetaGPT/blob/main/metagpt/actions/...
- MetaGPT: The Multi-Agent Framework
- MetaGPT – A LLM powered simulation of software dev company
- Global AI - How Far Are We From The Technological Singularity?
AutoGPT
- 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?
gpt-pilot - The first real AI developer
langchain - ⚡ Building applications with LLMs through composability ⚡ [Moved to: https://github.com/langchain-ai/langchain]
gpt-engineer - Specify what you want it to build, the AI asks for clarification, and then builds it.
gpt4all - gpt4all: run open-source LLMs anywhere
NeuralGPT - Personalized all-purpose AI assistance platform based on hierarchical cooperative multi-agent framework which utilizes websocket connectivity for LLM<->LLM communication
llama.cpp - LLM inference in C/C++
dev-gpt - Your Virtual Development Team
Auto-Vicuna
developer - the first library to let you embed a developer agent in your own app!
JARVIS - JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
llm-vscode-inference-server - An endpoint server for efficiently serving quantized open-source LLMs for code.
SuperAGI - <⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.