Python Agent

Open-source Python projects categorized as Agent
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Topics: llm AI gpt-4 Python Gpt
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Top 23 Python Agent Projects

  • MetaGPT

    🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

    • Project mention: Multi AI Agent Systems using OpenAI's new GPT-4o Model | dev.to | 2024-05-17

  • TaskingAI

    The open source platform for AI-native application development.

    • Project mention: TaskingAI: AI-native app development platform | news.ycombinator.com | 2024-01-30

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  • UFO

    A UI-Focused Agent for Windows OS Interaction.

    • Project mention: GPT-4o | news.ycombinator.com | 2024-05-13

    Here you go: UFO - A UI-Focused Agent for Windows OS Interaction

    "UFO is a UI-Focused dual-agent framework to fulfill user requests on Windows OS by seamlessly navigating and operating within individual or spanning multiple applications."

    https://github.com/microsoft/UFO?tab=readme-ov-file

  • camel

    🐫 CAMEL: Communicative Agents for “Mind” Exploration of Large Language Model Society (NeruIPS'2023) https://www.camel-ai.org (by camel-ai)

  • OpenAgents

    OpenAgents: An Open Platform for Language Agents in the Wild

    • Project mention: [D] github repositories for ai web search agents | /r/MachineLearning | 2023-12-09

  • fake-useragent

    Up-to-date simple useragent faker with real world database

  • OpenAI_Agent_Swarm

    HAAS = Hierarchical Autonomous Agent Swarm - "Resistance is futile!"

    • Project mention: Show HN: Microagents: Agents Capable of Self-Editing Their Prompts / Python Code | news.ycombinator.com | 2023-12-17

    Was 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

  • 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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  • mini-agi

    MiniAGI is a simple general-purpose autonomous agent based on the OpenAI API.

  • evadb

    Database system for AI-powered apps

    • Project mention: Show HN: Stargazers Reloaded – LLM-Powered Analyses of Your GitHub Community | news.ycombinator.com | 2023-09-30

    Hey 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!

  • SolidGPT

    Developer AI Persona Search Agent

    • Project mention: Best coding AI to use with entire codebase | /r/ChatGPTCoding | 2023-12-10

    Another thing to try is one of the repositories like SolidGPT: https://github.com/AI-Citizen/SolidGPT

  • magentic

    Seamlessly integrate LLMs as Python functions

    • Project mention: I'm puzzled how anyone trusts ChatGPT for code | news.ycombinator.com | 2024-05-08

    I'm building magentic https://github.com/jackmpcollins/magentic which has basically this syntax, though it queries the LLM to generate the answer rather than writing + running code.

    ```

  • 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！

    • Project mention: Llama 2 Code Interpreter | news.ycombinator.com | 2023-07-23

  • OpenDAN-Personal-AI-OS

    OpenDAN is an open source Personal AI OS , which consolidates various AI modules in one place for your personal use.

    • 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

  • Hama.bundle

    Plex HTTP Anidb Metadata Agent (HAMA)

    • Project mention: Should I rename my files to organise this show properly? | /r/PleX | 2023-12-09

  • PyGame-Learning-Environment

    PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.

  • autotab-starter

    Build browser agents for real world tasks

    • Project mention: Autotab – Boring AI Agents for real world tasks | news.ycombinator.com | 2023-10-19

    You 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

  • maro

    Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.

  • Adala

    Adala: Autonomous DAta (Labeling) Agent framework

    • Project mention: Ask HN: Are you using a GPT to prompt-engineer another GPT? | news.ycombinator.com | 2024-01-29

    We 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...

  • trezor-agent

    Hardware-based SSH/GPG/age agent

    • Project mention: Mnemonikey | Determinstic PGP key recovery using phrases | v0.0.1 prerelease published | /r/GnuPG | 2023-06-07

    It doesn't support signing and authentication subkeys (But maybe it will soon!).

  • agentops

    Open source Python SDK for agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks like CrewAI, Langchain, and Autogen

    • Project mention: FLaNK-AIM: 20 May 2024 Weekly | dev.to | 2024-05-20

  • SeeAct

    [ICML'24] 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).

    • Project mention: SeeAct GPT-4V(ision) Is a Generalist Web Agent, If Grounded | news.ycombinator.com | 2024-01-18

  • YouTube-Agent.bundle

    Plex Metadata Agent for Movies and TV Series libraries

    • Project mention: Apple TV app for YouTubeDL-Material? | /r/selfhosted | 2023-12-11

    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

  • micro-agent

    A tiny implementation of an autonomous agent powered by LLMs (OpenAI GPT-4)

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python Agent related posts

  • Multi AI Agent Systems using OpenAI's new GPT-4o Model

    3 projects | dev.to | 17 May 2024

  • GPT-4o

    9 projects | news.ycombinator.com | 13 May 2024

  • NPi – An Open Source project for enhancing AI Agents in taking action

    5 projects | news.ycombinator.com | 2 May 2024

  • Agents of Change: Navigating the Rise of AI Agents in 2024

    8 projects | dev.to | 2 May 2024

  • Show HN: Open-source SDK for creating custom code interpreters with any LLM

    5 projects | news.ycombinator.com | 19 Apr 2024

  • Show HN: Tiger – Function Hub for LLM Agents

    1 project | news.ycombinator.com | 18 Apr 2024

  • The 01 Project

    3 projects | news.ycombinator.com | 21 Mar 2024
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Index

What are some of the best open-source Agent projects in Python? This list will help you:

Project Stars
1 MetaGPT 40,420
2 TaskingAI 5,226
3 UFO 5,311
4 camel 4,576
5 OpenAgents 3,635
6 fake-useragent 3,501
7 OpenAI_Agent_Swarm 2,927
8 mini-agi 2,766
9 evadb 2,593
10 SolidGPT 1,957
11 magentic 1,684
12 DemoGPT 1,595
13 OpenDAN-Personal-AI-OS 1,547
14 Hama.bundle 1,188
15 PyGame-Learning-Environment 989
16 autotab-starter 969
17 maro 817
18 Adala 798
19 trezor-agent 560
20 agentops 814
21 SeeAct 501
22 YouTube-Agent.bundle 445
23 micro-agent 440

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