mini-agi
MiniAGI is a simple general-purpose autonomous agent based on the OpenAI API. (by muellerberndt)
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)
| mini-agi | AutoGPT | |
|---|---|---|
| 11 | 180 | |
| 2,759 | 161,405 | |
| - | 0.7% | |
| 8.8 | 9.9 | |
| 11 months ago | 6 days ago | |
| Python | JavaScript | |
| MIT License | 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.
mini-agi
Posts with mentions or reviews of mini-agi.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-14.
- What AI OS projects are going on right now?
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More experiments with MicroGPT, the GPT-based autonomous agent: 3D animation, boiling tea (more in the comments)
OP here, reporting back from testing the limits of what an autonomous agent powered by GPT-4 can accomplish... I hope it's of interest.
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Source code review experiment with MicroGPT and GPT4
OP here. It's me again, the AI guy. This time I tried to get MicroGPT to do an interactive code review of WebGOAT .NET. If done on a per-function basis and with some guidance it produces a pretty reasonable result.
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Use-case: Summoning cosmic horrors with GPT
I asked [MicroGPT](https://github.com/muellerberndt/micro-gpt) to summon The Great Old Ones. It did generate a playable audio file but so far, no cosmic horrors have shown up at my doorstep.
- GitHub - muellerberndt/micro-gpt: A minimal generic autonomous agent based on GPT-3.5 / GPT-4. Can analyze stock prices, perform network security tests, create art, and order pizza.
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Making Snake and almost Space Invaders (MicroGPT + GPT-4)
This is another demo of MicroGPT with GPT-4. The snake game worked nicely, the Space Invaders game not so much :) Prompts:
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Another nice screenshot of MicroGPT pwning a system
Clone the Github repo and follow the installation steps (set database to ChromaDB)
- [P] MicroGPT, a minimal autonomous agent (287 LoC) based on GPT3.5/4
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MicroGPT, a mini-agent powered by GPT4, can analyze stocks, perform network security tests, and order Pizza. Link in the comments
MicroGPT is open-source & can be found here: https://github.com/muellerberndt/micro-gpt
- Here's my take on a minimal autonomous agent using GPT-4. Only 105 lines of code. It fails at ordering Pizza but is quite neat otherwise
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 mini-agi and AutoGPT you can also consider the following projects:
MiniGPT-4 - Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)
langchain - ⚡ Building applications with LLMs through composability ⚡ [Moved to: https://github.com/langchain-ai/langchain]
AgentGPT - 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.
gpt4all - gpt4all: run open-source LLMs anywhere
browsersnake - ChatGPT and I are pair programming on a browser implementation of the game snake
llama.cpp - LLM inference in C/C++
Auto-Vicuna
JARVIS - JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
SuperAGI - <⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.
Multi-GPT - An experimental open-source attempt to make GPT-4 fully autonomous.
babyagi