Python multi-agent-systems

Open-source Python projects categorized as multi-agent-systems

Top 9 Python multi-agent-system Projects

multi-agent-systems
  • camel

    🐫 CAMEL: Finding the Scaling Law of Agents. A multi-agent framework. https://www.camel-ai.org (by camel-ai)

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  • MindSearch

    🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)

    Project mention: MindSearch: LLM-Based Web Search Engine Similar to Perplexity.ai and SearchGPT | news.ycombinator.com | 2024-08-01
  • langroid

    Harness LLMs with Multi-Agent Programming

    Project mention: Every Way to Get Structured Output from LLMs | news.ycombinator.com | 2024-06-18

    https://github.com/langroid/langroid/tree/main/examples/basi...

    [1] Langroid: https://github.com/langroid/langroid

  • multi_agent_path_planning

    Python implementation of a bunch of multi-robot path-planning algorithms.

  • Mava

    🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX

  • zeta

    Build high-performance AI models with modular building blocks (by kyegomez)

    Project mention: Zetascale, Build high-performance AI models with modular building blocks | news.ycombinator.com | 2024-02-09
  • mini-AlphaStar

    (JAIR'2022) A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II. JAIR = Journal of Artificial Intelligence Research.

  • InfluxDB

    Purpose built for real-time analytics at any scale. InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.

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  • agents-aea

    A framework for autonomous economic agent (AEA) development

  • gym-multigrid

    Lightweight multi-agent gridworld Gym environment

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).

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Python multi-agent-systems related posts

  • Auto-GPT seems nearly unusable

    2 projects | /r/AutoGPT | 13 May 2023
  • Starting wth Multi Agent Reinforcement Learning

    1 project | /r/reinforcementlearning | 29 Apr 2023
  • Hmmmm.... perhaps there's a leap forward here

    2 projects | /r/AutoGPT | 17 Apr 2023
  • Recomendations of framework/library for MARL

    4 projects | /r/reinforcementlearning | 14 Sep 2022
  • [R] Mava: a research framework for distributed multi-agent reinforcement learning

    1 project | /r/MachineLearning | 6 Jul 2021
  • Fetch.Ai Autonomous Economic Agent Devs Announce Upgrade (AEA v1.0.2 is Here!)

    1 project | /r/FetchAI_Community | 4 Jun 2021
  • Autonomous Economic Agent - v1 nearing completion

    1 project | /r/FetchAI_Community | 23 May 2021
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    www.scoutapm.com | 20 Sep 2024
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Index

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

Project Stars
1 camel 5,334
2 MindSearch 4,625
3 langroid 2,294
4 multi_agent_path_planning 1,037
5 Mava 700
6 zeta 375
7 mini-AlphaStar 302
8 agents-aea 196
9 gym-multigrid 193

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