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Top 23 Python Agent Projects
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MetaGPT
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
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camel
🐫 CAMEL: Communicative Agents for “Mind” Exploration of Large Language Model Society (NeruIPS'2023) https://www.camel-ai.org (by camel-ai)
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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DemoGPT
Create 🦜️🔗 LangChain apps by just using prompts🌟 Star to support our work! | 只需使用句子即可创建 LangChain 应用程序。 给个star支持我们的工作吧!
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OpenDAN-Personal-AI-OS
OpenDAN is an open source Personal AI OS , which consolidates various AI modules in one place for your personal use.
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PyGame-Learning-Environment
PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.
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maro
Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.
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SeeAct
SeeAct is a system for generalist web agents that autonomously carry out tasks on any given website, with a focus on large multimodal models (LMMs) such as GPT-4V(ision).
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SaaSHub
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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
Look into the following: https://github.com/lightaime/camel
Right, but that's not an OS, that's a software application run by the OS like Microsoft's UFO[0]. The ability to "teach" the LLM by converting your teachings to those skills is very clever though.
0. https://github.com/microsoft/ufo
Project mention: Show HN: Microagents: Agents Capable of Self-Editing Their Prompts / Python Code | news.ycombinator.com | 2023-12-17Was it Dave Shapiro's agent swarm https://github.com/daveshap/OpenAI_Agent_Swarm or something else ? Do you have a link ? I am quite curious
Project mention: Show HN: Stargazers Reloaded – LLM-Powered Analyses of Your GitHub Community | news.ycombinator.com | 2023-09-30Hey friends!
We have built an app for getting insights about your favorite GitHub community using large language models.
The app uses LLMs to analyze the GitHub profiles of users who have starred the repository, capturing key details like the topics they are interested in. It takes screenshots of the stargazer's GitHub webpage, extracts text using an OCR model, and extracts insights embedded in the extracted text using LLMs.
This app is inspired by the “original” Stargazers app written by Spencer Kimball (CEO of CockroachDB). While the original app exclusively used the GitHub API, this LLM-powered app built using EvaDB additionally extracts insights from unstructured data obtained from the stargazers’ webpages.
Our analysis of the fast-growing GPT4All community showed that the majority of the stargazers are proficient in Python and JavaScript, and 43% of them are interested in Web Development. Web developers love open-source LLMs!
We found that directly using GPT-4 to generate the “golden” table is super expensive — costing $60 to process the information of 1000 stargazers. To maintain accuracy while also reducing cost, we set up an LLM model cascade in a SQL query, running GPT-3.5 before GPT-4, that lowers the cost to $5.5 for analyzing 1000 GitHub stargazers.
We’ve been working on this app for a month now and are excited to open source it today :)
Some useful links:
* Blog Post - https://medium.com/evadb-blog/stargazers-reloaded-llm-powere...
* GitHub Repository - https://github.com/pchunduri6/stargazers-reloaded/
* EvaDB - https://github.com/georgia-tech-db/evadb
Please let us know what you think!
Another thing to try is one of the repositories like SolidGPT: https://github.com/AI-Citizen/SolidGPT
See Magentic for something similar: https://github.com/jackmpcollins/magentic
Project mention: Looking for a relationship without the complexities of human interactions? An AI girlfriend can provide a stress-free companionship experience. Enjoy a drama-free relationship built on trust, compatibility, and a deep understanding of your needs | /r/github | 2023-07-03
Project mention: Autotab – Boring AI Agents for real world tasks | news.ycombinator.com | 2023-10-19You can pause recording at anytime. For passwords we recommend using the login tools in our starter repo, check out the example config here: https://github.com/Planetary-Computers/autotab-starter/blob/...
For sensitive information that appears in the DOM during recording, there is a chance it could be included in a prompt to the LLM. We're using OpenaAI via API, which is SOC 2 & 3 compliant and does not use data for model training (supposedly) https://trust.openai.com
Project mention: Ask HN: Are you using a GPT to prompt-engineer another GPT? | news.ycombinator.com | 2024-01-29We recently open sourced an agent framework [1] for automating data processing and labeling where the prompt is refined trough iterations (i.e. automatic prompt tuning). We tested it on the Math reasoning dataset GSM8k and where able to improve the baseline accuracy (GPT4) by 45% -> 74% using 25 labeled examples (I'll put the notebook and blog post linked below [2][3]). Results are definitively very interesting, if not surprising with some skills, and we see more and more of our open source users and customers showing interested in the framework for automating labeling / having it as a data processing / labeling copilot.
[1] https://github.com/HumanSignal/Adala
[2] https://github.com/HumanSignal/Adala/blob/master/examples/gs...
[3] https://labelstud.io/blog/mastering-math-reasoning-with-adal...
Project mention: Mnemonikey | Determinstic PGP key recovery using phrases | v0.0.1 prerelease published | /r/GnuPG | 2023-06-07It doesn't support signing and authentication subkeys (But maybe it will soon!).
Project mention: SeeAct GPT-4V(ision) Is a Generalist Web Agent, If Grounded | news.ycombinator.com | 2024-01-18
This is the way to go. I don't know the exact specifics, but there are some good Plex Agents for Youtube, including https://github.com/ZeroQI/YouTube-Agent.bundle and https://github.com/benkle-libs/YTDL-Agent.bundle
Python Agent related posts
- Show HN: Open-source SDK for creating custom code interpreters with any LLM
- Show HN: Tiger – Function Hub for LLM Agents
- The 01 Project
- UFO: A UI-Focused Agent for Windows OS Interaction
- UFO: A UI-Focused AI Agent for Windows OS Interaction
- The Great GPT Firewall
- Show HN: GPT-Powered Video Retrieval and Streaming
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A note from our sponsor - SaaSHub
www.saashub.com | 25 Apr 2024
Index
What are some of the best open-source Agent projects in Python? This list will help you:
Project | Stars | |
---|---|---|
1 | MetaGPT | 39,072 |
2 | camel | 4,423 |
3 | TaskingAI | 4,233 |
4 | UFO | 4,063 |
5 | fake-useragent | 3,459 |
6 | OpenAgents | 3,388 |
7 | OpenAI_Agent_Swarm | 2,895 |
8 | mini-agi | 2,756 |
9 | evadb | 2,569 |
10 | SolidGPT | 1,948 |
11 | magentic | 1,575 |
12 | DemoGPT | 1,566 |
13 | OpenDAN-Personal-AI-OS | 1,511 |
14 | Hama.bundle | 1,179 |
15 | PyGame-Learning-Environment | 989 |
16 | autotab-starter | 963 |
17 | maro | 814 |
18 | Adala | 711 |
19 | trezor-agent | 557 |
20 | SeeAct | 473 |
21 | micro-agent | 440 |
22 | YouTube-Agent.bundle | 442 |
23 | agentops | 474 |
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