{"repo":"rezaho/MARSYS","free":true,"listed":false,"github":"https://github.com/rezaho/MARSYS","clone":"git clone https://github.com/rezaho/MARSYS.git","description":"Multi-Agent Reasoning Systems","language":"Python","stars":23,"topics":["agent-framework","agent-frameworks","agentic-ai","agentic-framework","ai-agents","llm","llm-framework","llm-frameworks","multi-agent","multi-agent-systems"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"MARSYS - Multi-Agent Reasoning Systems A framework for orchestrating collaborative AI agents with sophisticated reasoning, planning, and autonomous capabilities Documentation Quick Start Examples Contributing --- What is MARSYS? MARSYS (Multi-Agent Reasoning Systems) is a Python framework for building and coordinating multi-agent AI systems. It provides flexible topology definitions, parallel execution with agent pools, state persistence, and human-in-the-loop support. Core Features - Multi-Agent Orchestration : Coordinate workflows with multiple specialized agents - Flexible Topologies : Define agent relationships using strings, objects, or pre-defined patterns - Parallel Execution : True concurrency with AgentPool and dynamic branch spawning - State Persistence : Pause/resume with checkpointing for long-running tasks - Human-in-the-Loop : Built-in user interaction for approval workflows and error recovery - Multi-Model Support : OpenAI, Anthropic, Google, OpenRouter, xAI, and local models --- Quick Start Installation Create and activate a virtual environment with uv: Install MARSYS: With optional dependencies: Install from source (for development): API Key Configuration Configure your API keys via environment variables or a .env file: Or create a .env file in your project root: OAuth alternative (no API keys): - OpenAI ChatGPT/Codex subscription: marsys oauth add --provider openai-oauth - Anthropic Claude Max subscription: marsys oauth add --provider anthropic-oauth Credent","default_branch":null,"files":null,"tree":[],"storefront":"/r/rezaho","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/rezaho/MARSYS/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}