{"repo":"kyegomez/swarms","free":true,"listed":false,"github":"https://github.com/kyegomez/swarms","clone":"git clone https://github.com/kyegomez/swarms.git","description":"The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai","language":"Python","stars":7065,"topics":["artificial-intelligence","langchain","machine-learning","swarms","agents","prompt-engineering","prompt-toolkit","prompting","tree-of-thoughts","ai"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"Swarms Website   •   Documentation   •   Swarms Marketplace Overview Swarms, The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework Swarms is the most reliable, scalable, and adaptive multi-agent orchestration framework available today. We provide a comprehensive suite of production-ready, prebuilt multi-agent architectures, including sequential, concurrent, and hierarchical systems. Additionally, Swarms offers backward compatibility with leading agent frameworks and interoperability with protocols such as MCP, x402, skills, and much more. Install Using pip Using uv (Recommended) uv is a fast Python package installer and resolver, written in Rust. Using poetry From source --- Environment Configuration Learn more about the environment configuration here Your First Agent An Agent is the fundamental building block of a swarm—an autonomous entity powered by an LLM + Tools + Memory. Learn more Here Autonomous Agent with max loops=\"auto\" Setting max loops=\"auto\" lets the agent decide for itself when the task is complete — it keeps reasoning and acting until it reaches a stopping condition, rather than halting after a fixed number of iterations. This is the recommended mode for open-ended, multi-step tasks where the number of steps isn't known in advance. When to use max loops=\"auto\" : - Open-ended research or analysis tasks - Tasks that require iterative refinement (e.g., write → review → revise) - Any workflow where the nu","default_branch":null,"files":null,"tree":[],"storefront":"/r/kyegomez","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/kyegomez/swarms/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."}