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Projects in Awesome Lists tagged with multi-agent

A curated list of projects in awesome lists tagged with multi-agent .

https://github.com/foundationagents/metagpt

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

agent gpt llm metagpt multi-agent

Last synced: 09 Sep 2025

https://github.com/geekan/metagpt

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

agent gpt llm metagpt multi-agent

Last synced: 23 Apr 2025

https://github.com/geekan/MetaGPT

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

agent gpt hacktoberfest llm metagpt multi-agent

Last synced: 14 Mar 2025

https://github.com/nirdiamant/agents-towards-production

This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable blueprints for real-world launches.

agent agent-framework agents ai-agents genai generative-ai llm llms mlops multi-agent production tool-integration tutorials

Last synced: 19 Oct 2025

https://github.com/agentscope-ai/agentscope

Start building LLM-empowered multi-agent applications in an easier way.

agent chatbot distributed-agents drag-and-drop gpt-4 gpt-4o large-language-models llama3 llm llm-agent mcp multi-agent multi-modal

Last synced: 17 Aug 2025

https://github.com/modelscope/agentscope

Start building LLM-empowered multi-agent applications in an easier way.

agent chatbot distributed-agents drag-and-drop gpt-4 gpt-4o large-language-models llama3 llm llm-agent mcp multi-agent multi-modal

Last synced: 14 May 2025

https://github.com/mervinpraison/praisonai

PraisonAI is a production-ready Multi AI Agents framework, designed to create AI Agents to automate and solve problems ranging from simple tasks to complex challenges. It provides a low-code solution to streamline the building and management of multi-agent LLM systems, emphasising simplicity, customisation, and effective human-agent collaboration.

agents ai ai-agent-framework ai-agent-sdk ai-agents ai-agents-framework ai-agents-sdk ai-framwork aiagent aiagentframework aiagents aiagentsframework framework multi-agent multi-agent-collaboration multi-agent-system multi-agent-systems multi-agents multi-ai-agent multi-ai-agents

Last synced: 02 Jan 2026

https://github.com/nanobrowser/nanobrowser

Open-Source Chrome extension for AI-powered web automation. Run multi-agent workflows using your own LLM API key. Alternative to OpenAI Operator.

agent ai ai-agents ai-tools automation browser-extension browser-use chrome-extension computer-use gpt-operator javascript manus multi-agent openai opensource operator web-agent web-automation

Last synced: 13 May 2025

https://github.com/langmanus/langmanus

A community-driven AI automation framework that builds upon the incredible work of the open source community. Our goal is to combine language models with specialized tools for tasks like web search, crawling, and Python code execution, while giving back to the community that made this possible.

agent agents agi ai automation deep-research deepseek deepseek-r1 langchain langgraph llm multi-agent multi-agent-systems qwen qwen-vl qwen2-vl

Last synced: 29 Apr 2025

https://github.com/MervinPraison/PraisonAI

PraisonAI is a production-ready Multi AI Agents framework, designed to create AI Agents to automate and solve problems ranging from simple tasks to complex challenges. It provides a low-code solution to streamline the building and management of multi-agent LLM systems, emphasising simplicity, customisation, and effective human-agent collaboration.

agents ai ai-agent-framework ai-agent-sdk ai-agents ai-agents-framework ai-agents-sdk ai-framwork aiagent aiagentframework aiagents aiagentsframework framework multi-agent multi-agent-collaboration multi-agent-system multi-agent-systems multi-agents multi-ai-agent multi-ai-agents

Last synced: 18 Apr 2025

https://github.com/casibase/casibase

⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, user management and Single-Sign-On⚡️, supports ChatGPT, Claude, Llama, Ollama, HuggingFace, etc., chat bot demo: https://ai.casibase.com, admin UI demo: https://ai-admin.casibase.com

a2a agent agi casibase chatbot chatgpt claude gemini gpt huggingface knowledge-base langchain llama llm manus mcp model-context-protocol multi-agent openai rag

Last synced: 02 Jan 2026

https://github.com/datamllab/rlcard

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

ai blackjack card-game card-games deep-reinforcement-learning doudizhu game game-ai game-bot gym-environment mahjong multi-agent openai-gym poker poker-game reinforcement-learning texas uno

Last synced: 14 May 2025

https://github.com/scisharp/botsharp

AI Multi-Agent Framework in .NET

ai-agent chatbot multi-agent

Last synced: 12 Jun 2025

https://github.com/geek-ai/magent

A Platform for Many-Agent Reinforcement Learning

deep-learning multi-agent reinforcement-learning

Last synced: 15 May 2025

https://github.com/geek-ai/MAgent

A Platform for Many-Agent Reinforcement Learning

deep-learning multi-agent reinforcement-learning

Last synced: 14 Mar 2025

https://github.com/marlbenchmark/on-policy

This is the official implementation of Multi-Agent PPO (MAPPO).

algorithms hanabi mappo mpes multi-agent ppo smac starcraftii

Last synced: 15 May 2025

https://github.com/farama-foundation/chatarena

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

ai artificial-intelligence chatgpt gpt-4 large-language-models multi-agent multi-agent-reinforcement-learning multi-agent-simulation natural-language-processing python

Last synced: 15 May 2025

https://github.com/utiasdsl/gym-pybullet-drones

PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control

betaflight control crazyflie gym gymnasium multi-agent pybullet quadcopter quadrotor reinforcement-learning robotics sitl stable-baselines3 uav

Last synced: 14 May 2025

https://github.com/Farama-Foundation/chatarena

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

ai artificial-intelligence chatgpt gpt-4 large-language-models multi-agent multi-agent-reinforcement-learning multi-agent-simulation natural-language-processing python

Last synced: 01 Apr 2025

https://github.com/utiasDSL/gym-pybullet-drones

PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control

betaflight control crazyflie gym gymnasium multi-agent pybullet quadcopter quadrotor reinforcement-learning robotics sitl stable-baselines3 uav

Last synced: 26 Mar 2025

https://github.com/codefuse-ai/codefuse-chatbot

An intelligent assistant serving the entire software development lifecycle, powered by a Multi-Agent Framework, working with DevOps Toolkits, Code&Doc Repo RAG, etc.

aiops chatbot code-repo-analysis code-repo-generation devops gpt knowledge-graph langchain multi-agent rag tool-learning

Last synced: 15 May 2025

https://github.com/microsoft/maro

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

agent citi-bike docker finance inventory-management logistics maro multi-agent multi-agent-reinforcement-learning operations-research raas reinforcement-learning resource-optimization rl-algorithms simulator transportation

Last synced: 14 May 2025

https://github.com/codefuse-ai/codefuse-muagent

An Innovative Agent Framework Driven by KG Engine

agent ekg kg llm memory-management multi-agent rag tool-learning

Last synced: 14 May 2025

https://github.com/koulanurag/ma-gym

A collection of multi agent environments based on OpenAI gym.

collaborative environment gym multi-agent openai-gym reinforcement-learning

Last synced: 05 Oct 2025

https://github.com/xavierpuigf/virtualhome

API to run VirtualHome, a Multi-Agent Household Simulator

computer-vision deep-learning graph multi-agent reinforcement-learning simulator unity

Last synced: 02 Apr 2025

https://github.com/opendilab/gobigger

[ICLR 2023] Come & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence study.

environment game gym league multi-agent python reinforcement-learning rl-environment

Last synced: 05 Apr 2025

https://github.com/proroklab/VectorizedMultiAgentSimulator

VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.

gym gym-environment marl multi-agent multi-agent-learning multi-agent-reinforcement-learning multi-agent-simulation multi-agent-systems multi-robot multi-robot-framework multi-robot-sim multi-robot-simulator multi-robot-systems pytorch rllib robotics simulation simulator vectorization vectorized

Last synced: 21 Oct 2025

https://github.com/proroklab/vectorizedmultiagentsimulator

VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.

gym gym-environment marl multi-agent multi-agent-learning multi-agent-reinforcement-learning multi-agent-simulation multi-agent-systems multi-robot multi-robot-framework multi-robot-sim multi-robot-simulator multi-robot-systems pytorch rllib robotics simulation simulator vectorization vectorized

Last synced: 22 Sep 2025

https://github.com/mit-acl/mader

Trajectory Planner in Multi-Agent and Dynamic Environments

mader minvo multi-agent obstacle-avoidance optimization path-planning planner ros trajectory-optimization

Last synced: 21 Sep 2025

https://github.com/TheAgenticAI/CortexON

Open-source generalized AI agent for everyday task automations.

ai-agents automation genai llm multi-agent reasoning reasoning-agent

Last synced: 27 Apr 2025

https://github.com/codefuse-ai/CodeFuse-muAgent

An Innovative Agent Framework Driven by KG Engine

agent ekg kg llm memory-management multi-agent rag tool-learning

Last synced: 19 Jul 2025

https://github.com/semitable/robotic-warehouse

Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment

environment multi-agent multi-agent-reinforcement-learning multi-agent-systems reinforcement-learning robotics simulation

Last synced: 11 Sep 2025

https://showlab.github.io/Code2Video/

Video generation via code

coding education multi-agent video-generation

Last synced: 13 Oct 2025

https://github.com/leezekun/massgen

🚀 MassGen: An Open-source Multi-Agent Scaling System Inspired by Grok Heavy and Gemini Deep Think. Join the discord channel: https://discord.com/invite/VVrT2rQaz5

agent llm multi-agent test-time-scaling

Last synced: 17 Aug 2025

https://github.com/google/adk-java

An open-source, code-first Java toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

agent agentic agentic-ai agentic-workflow agents agents-sdk ai ai-agents aiagentframework genai genai-chatbot llm llms multi-agent multi-agent-system multi-agent-systems multi-agents multi-agents-collaboration

Last synced: 30 Jun 2025

https://github.com/inspirai/TimeChamber

A Massively Parallel Large Scale Self-Play Framework

deep-reinforcement-learning isaac-gym multi-agent reinforcement-learning self-play

Last synced: 02 Apr 2025

https://github.com/servicenow/tapeagents

TapeAgents is a framework that facilitates all stages of the LLM Agent development lifecycle

agentic agents ai-agents finetuning llm-agent multi-agent multi-agent-simulation prompt-tuning

Last synced: 09 Oct 2025

https://github.com/dustland/agentok

AG2 Visualized - Build Multi-Agentic Apps with Drag-and-Drop.

ag2 artificial-intelligence autogen deepseek gpt llm multi-agent openai

Last synced: 16 May 2025

https://github.com/hughlv/agentok

AG2 Visualized - Build Multi-Agentic Apps with Drag-and-Drop.

ag2 artificial-intelligence autogen deepseek gpt llm multi-agent openai

Last synced: 09 Mar 2025

https://github.com/libraryofcelsus/Aetherius_AI_Assistant

A completely private, locally-operated Ai Assistant/Chatbot/Sub-Agent Framework with realistic Long Term Memory and thought formation using Open Source LLMs. Qdrant is used for the Vector DB.

agent ai assistant autonomous chatbot companion customizable discord gpt gpt-4 gpt-vision long-term-memory multi-agent oobabooga qdrant research research-tool voice-assistant webscrape

Last synced: 24 Mar 2025

https://github.com/FSoft-AI4Code/HyperAgent

Generalist Software Agents to Solve Soware Engineering Tasks

code-generation code-understanding codellm codellms coding-assistant multi-agent repo-level repository

Last synced: 09 Sep 2025

https://github.com/copilotkit/open-multi-agent-canvas

The open-source multi-agent chat interface that lets you manage multiple agents in one dynamic conversation and add MCP servers for deep research

ai-agents copilotkit mcp-client multi-agent open-canvas python typescript

Last synced: 25 Dec 2025

https://github.com/agentscope-ai/agentscope-studio

A development-oriented visualization toolkit

agent agentscope chatbot llm multi-agent opentelemetry tracing

Last synced: 11 Oct 2025

https://github.com/manthanguptaa/water

A multi-agent orchestration framework that works with any agent framework

agents framework llm multi-agent multi-agent-systems workflow

Last synced: 21 Sep 2025

https://github.com/opendilab/ace

[AAAI 2023] Official PyTorch implementation of paper "ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency".

gfootball multi-agent multi-agent-reinforcement-learning reinforcement-learning smac

Last synced: 22 Apr 2025

https://github.com/opendilab/gobigger-explore

Still struggling with the high threshold or looking for the appropriate baseline? Come here and new starters can also play with your own multi-agents!

multi-agent reinforcement-learning

Last synced: 10 Oct 2025

https://github.com/shibing624/agentica

Agentica: Effortlessly Build Intelligent, Reflective, and Collaborative Multimodal AI Agents! 轻松构建智能、具备反思能力、可协作的多模态AI Agent。

actionflow agent agentica agents langchain llm multi-agent workflows

Last synced: 16 May 2025

https://github.com/microsoft/agent-framework

A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.

agent-framework agentic-ai agents ai dotnet multi-agent orchestration python sdk workflows

Last synced: 07 Jan 2026

https://github.com/graniet/kheish

Kheish: A multi-role LLM agent for tasks like code auditing, file searching, and more seamlessly leveraging RAG and extensible modules.

agent ai ai-agent ai-agents anthropic llm modules multi-agent openai orchestration rag

Last synced: 29 Oct 2025

https://github.com/evoplex/evoplex

Evoplex is a fast, robust and extensible platform for developing agent-based models and multi-agent systems on networks. It's available for Windows, Linux and macOS.

abm agent agent-based agent-based-model agent-based-modeling agent-based-simulation biological-simulations cellular-automata cpp cross-platform evolution-simulator evolutionary-algorithms evolutionary-computation evolutionary-game-theory evoplex graph mas monte-carlo-simulation multi-agent simulation

Last synced: 02 Apr 2025

https://github.com/eiichiroito/novastelo

Block-style programming environment for multi agent system, based on MIT Scratch.

multi-agent pharo scratch smalltalk starlogo termites turtles

Last synced: 05 Apr 2025

https://github.com/vanzan01/claude-code-sub-agent-collective

🧠 Context Engineering Research - Not just another agent collection, but using research and context engineering to function as a collective. Hub-and-spoke coordination through Claude Code.

agents ai-development autonomous-programming claude claude-code context-engineering multi-agent playwright sub-agents task-master taskmaster yolo

Last synced: 18 Aug 2025

https://github.com/bz-lab/AUITestAgent

AUITestAgent is the first automatic, natural language-driven GUI testing tool for mobile apps, capable of fully automating the entire process of GUI interaction and function verification.

agent automation gpt-4o gui llm mllm mobile-app multi-agent multimodal multimodal-agent testing

Last synced: 14 Apr 2025

https://github.com/camel-ai/multi-agent-streamlit-ui

CAMEL framework-based multi-agent system for task-driven and dynamic environments

camel large-language-models multi-agent streamlit

Last synced: 01 Sep 2025

https://github.com/jlin816/dialop

DialOp: Decision-oriented dialogue environments for collaborative language agents

agent ai artificial-intelligence dialogue gpt-3 large-language-models llm llm-agent multi-agent natural-language-processing

Last synced: 02 Aug 2025

https://github.com/disler/indydevtools

An opinionated, Agentic Engineering toolbox powered by LLM Agents to solve problems autonomously.

agentic agents indydevtools llm multi-agent

Last synced: 14 Jul 2025

https://github.com/josefalbers/roy

Roy: A lightweight, model-agnostic framework for crafting advanced multi-agent systems using large language models.

agent agentgpt autogen autogpt baby-agi chat chatbot code-generation code-generator gpt langchain llm llm-agent multi-agent nlp prompt-engineering quantization retrieval-augmented-generation vector-index wizardcoder

Last synced: 19 Apr 2025

https://github.com/apla-toolbox/pymapf

📍🗺️ A Python library for Multi-Agents Planning and Pathfinding (Centralized and Decentralized)

control mapf muli-agent-pathfinding multi-agent multi-agent-planning multi-agent-system planning plannng robotics

Last synced: 07 Apr 2025

https://github.com/valory-xyz/open-aea

A framework for open autonomous economic agent (AEA) development - no package vendor is prioritised over other package vendors

aea agent agent-framework autonomous-agents autonomous-economic-agents cryptocurrencies cryptocurrency decentralized multi-agent multi-agent-systems open-aea

Last synced: 23 Apr 2025

https://github.com/Ji-Cather/GraphAgent

An LLM-based agent simulation framework that simulates human behavior and generates dynamic, text-based social graphs.

agent-based-simulation agent-based-simulations generative-agents multi-agent social-simulation

Last synced: 31 Mar 2025

https://github.com/lechmazur/step_game

Multi-Agent Step Race Benchmark: Assessing LLM Collaboration and Deception Under Pressure. A multi-player “step-race” that challenges LLMs to engage in public conversation before secretly picking a move (1, 3, or 5 steps). Whenever two or more players choose the same number, all colliding players fail to advance.

benchmark deepseek deepseek-r1 eval evaluation game gpt-4-5 gpt-4o llm multi-agent o1 o3-mini sonnet3-7

Last synced: 08 Oct 2025

https://github.com/mikelma/craftium

A framework for creating rich, 3D, Minecraft-like single and multi-agent environments for AI research based on Minetest

artificial-intelligence gymnasium gymnasium-environment luanti marl minecraft minetest multi-agent open-ended procedural-generation pytorch reinforcement-learning

Last synced: 30 Mar 2025

https://github.com/salesforce/ai-economist

Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).

ai deep-reinforcement-learning economics ml multi-agent multi-agent-reinforcement-learning python-3 reinforcement-learning-environments simulation-framework

Last synced: 31 Dec 2025

https://github.com/smartlab-purdue/robotarium-rendezvous-rssdoa

This repository contains the Matlab source codes (to use in Robotarium platform) of various rendezvous controllers for consensus control in a multi-agent / multi-robot system.

algorithm bearings-only consensus control controller formation-control matlab multi-agent multi-robot purdue rendezvous robotarium robots smartlab

Last synced: 14 Apr 2025

https://github.com/houarizegai/flyingagent

Mobile Agent that moves on a platform distributed on many machines and recover the mac address of each machine during the deplacement

agents desktop-app jade jade-agents java javafx multi-agent multi-agent-system

Last synced: 08 Sep 2025

https://github.com/wjayesh/mahilo

mahilo: Multi-Agent Human-in-the-Loop Framework is a flexible framework for creating multi-agent systems that can each interact with humans while sharing relevant context internally.

agents llm multi-agent

Last synced: 09 Apr 2025

https://github.com/jacopopan/gym-marl-reconnaissance

Gym environment for cooperative multi-agent reinforcement learning in heterogeneous robot teams

coordination gym heterogeneous multi-agent multi-robot non-stationary pybullet reinforcement-learning

Last synced: 29 Oct 2025

https://github.com/wang-chen/formation

ROS package for formation and rendezvous of multi-drone (T-Cyber 2020)

formation-control multi-agent rendezvous ros

Last synced: 14 Apr 2025

https://github.com/lechmazur/elimination_game

A multi-player tournament benchmark that tests LLMs in social reasoning, strategy, and deception. Players engage in public and private conversations, form alliances, and vote to eliminate each other

benchmark claude-3-7-sonnet deepseek-r1 eval game gpt-4-5 llm multi-agent o3-mini strategy-game

Last synced: 25 Dec 2025

https://github.com/puyuan1996/marl

Implementation for mSAC methods in PyTorch

msac multi-agent starcraft

Last synced: 15 Jul 2025

https://github.com/The-Swarm-Corporation/MedicalCoderSwarm

A production-grade multi-agent system for comprehensive medical diagnosis and coding using specialized AI agents.

agentic-economy agents ai ml multi-agent swarms

Last synced: 21 Jul 2025

https://github.com/the-swarm-corporation/medicalcoderswarm

A production-grade multi-agent system for comprehensive medical diagnosis and coding using specialized AI agents.

agentic-economy agents ai ml multi-agent swarms

Last synced: 24 Apr 2025

https://github.com/lechmazur/pgg_bench

Public Goods Game (PGG) Benchmark: Contribute & Punish is a multi-agent benchmark that tests cooperative and self-interested strategies among Large Language Models (LLMs) in a resource-sharing economic scenario. Our experiment extends the classic PGG with a punishment phase, allowing players to penalize free-riders or retaliate against others.

benchmark claude-3-7-sonnet deepseek-r1 eval game gpt-4-5 llm multi-agent qwq-32b

Last synced: 20 Aug 2025

https://github.com/kornbergfresnel/modelrepo

reproduce some RL or Multi-Agent models

multi-agent reinforcement-learning

Last synced: 10 Apr 2025

https://github.com/hkust-aerial-robotics/sg-reg

[T-RO 2025] SG-Reg: Generalizable and Efficient Scene Graph Registration

3d-representation-learning multi-agent semantic-scene-understanding slam

Last synced: 22 Apr 2025

https://github.com/The-Swarm-Corporation/CryptoAgent

CryptoAgent is a professional, enterprise-grade solution designed to fetch, analyze, and summarize real-time cryptocurrency data.

agents ai bitcoin coin coinbase coingecko coinmarketcap crypto crypto-trading eth ml multi-agent swarms transformers

Last synced: 21 Jul 2025

https://github.com/The-Swarm-Corporation/Multi-Agent-Template-App

A radically simple, reliable, and high performance template to enable you to quickly get set up building multi-agent applications

agent-framework agentic agentops agents autogen crewai huggingface langchain llms models multi-agent swarms testing transformers transformers-models

Last synced: 21 Jul 2025

https://github.com/The-Swarm-Corporation/FluidAPI

Welcome to **FluidAPI**, a framework that allows you to interact with APIs using **natural language**. No more JSON, headers, or complex formats—simply describe your request in plain English, and FluidAPI will do the rest.

agents ai apis django fastapi flaskapi graphql llms ml multi-agent multi-agent-framework swarms

Last synced: 21 Jul 2025

https://github.com/the-swarm-corporation/fluidapi

Welcome to **FluidAPI**, a framework that allows you to interact with APIs using **natural language**. No more JSON, headers, or complex formats—simply describe your request in plain English, and FluidAPI will do the rest.

agents ai apis django fastapi flaskapi graphql llms ml multi-agent multi-agent-framework swarms

Last synced: 22 Apr 2025

https://github.com/the-swarm-corporation/open-mai-dx-orchestrator

An open source implementation of the paper: "Sequential Diagnosis with Language Models" From Microsoft Built with Swarms Framework

ai ehr epic healthcare-agennts medical-agents microsoft ml multi-agent paper-implementation swarms swarms-agents swarms-ecosystem xray-agents

Last synced: 27 Jul 2025

https://github.com/vishapp/multiagent-debugger

Multi-Agent Debugger: An AI-powered debugging system using CrewAI to orchestrate specialized agents that analyze logs, trace code, and uncover root causes across your stack — powered by LLM providers.

ai-tools autonomous-agents code-analysis crewai debugging developer-tools langchain llm log-analysis multi-agent observability orchestration prompt-engineering python root-cause-analysis

Last synced: 13 Oct 2025

https://github.com/xlisp/learn-autogen

Learn autogen step by step, multi agent design guide

autogen deep-learning gpt multi-agent python reinforcement-learning

Last synced: 12 Dec 2025