MetaGPT
EVAL
MetaGPT | EVAL | |
---|---|---|
32 | 7 | |
39,707 | 863 | |
- | 0.9% | |
10.0 | 7.2 | |
6 days ago | 12 months ago | |
Python | Python | |
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?
EVAL
- I'll build your AI app for you free of charge(Yes, there's a catch).
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Fundamental LangChain Question
How you use it is up to you. There are hundreds of question answer clones with different data source adapters. Some projects that I found more interesting: https://github.com/GreyDGL/PentestGPT https://github.com/jina-ai/dev-gpt https://github.com/corca-ai/EVAL You can probably build something similar to smol developer with langchain too.
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Hackathon Ideas? Gen AI
Look up langchain. Some example projects. https://github.com/corca-ai/EVAL https://github.com/jina-ai/dev-gpt https://github.com/GreyDGL/PentestGPT https://blog.langchain.dev/origin-web-browser/
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What software development specializations are least likely or will be last to be automated by AI?
Not sure if you have stay updated with AI assisted coding or you are just confident because the last time you tried chatgpt it produced some wrong code. https://uizard.io/ https://github.com/corca-ai/EVAL https://www.deepmind.com/blog/competitive-programming-with-alphacode
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Making a full-fledged web application with multiple files, just with the single prompt (Open source for you to try right now!)
You can see the repo here. https://github.com/corca-ai/EVAL
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EVAL(Elastic Versatile Agent with Langchain) will execute all your requests. Just like an eval method!
We’re currently working on a chatbot named EVAL, which can write, compile, test, modify, or debug code using LangChain. Once a user asks something, it finds the answer through coding. It determines what it should do by itself, such as ‘write down some code’, ‘fix here’, ‘read this part of the code’, or ‘execute it in terminal’, just like real-life developers. All you have to do is just tell it what you want clearly. Let me show an example. I requested it to make a tool to scrap some articles about ChatGPT. In the first iteration, it decided to write crawling code in crawler.py . ``` INFO:EVAL:=============== Running ============= INFO:EVAL:Query: write a crawling tool in python which can scrap news about keyword ‘chat-gpt’, Files: []
What are some alternatives?
gpt-pilot - The first real AI developer
gpt-engineer - Specify what you want it to build, the AI asks for clarification, and then builds it.
developer - the first library to let you embed a developer agent in your own app!
NeuralGPT - Personalized all-purpose AI assistance platform based on hierarchical cooperative multi-agent framework which utilizes websocket connectivity for LLM<->LLM communication
dev-gpt - Your Virtual Development Team
phoenix - AI Observability & Evaluation
dust - Amplify your team's potential with customizable and secure AI assistants.
llm-vscode-inference-server - An endpoint server for efficiently serving quantized open-source LLMs for code.
PentestGPT - A GPT-empowered penetration testing tool