Swarms
Swarms is a Python-based multi-agent orchestration framework designed to help developers build, deploy, and scale AI agent systems. It supports various agent architectures including sequential workflows, parallel processing, and mixture architectures. The framework is production-ready, offering enterprise-grade security, error handling, and cloud-hosted APIs that eliminate the need for infrastructure management. Swarms integrates with popular frameworks such as LangChain and AutoGen, maintaining backwards compatibility to facilitate adoption. The platform includes a no-code interface that allows natural language interaction with agent swarms and features a marketplace called swarms.world where users can buy and sell agents, prompts, tools, and components. It also provides built-in memory systems and tools to support complex agent-to-agent and agent-to-tool interactions. Swarms targets developers, enterprises, and academic researchers working in industries like finance, healthcare, and manufacturing, enabling collaboration among agents for complex workflows such as research-to-output pipelines.
Swarms is a Python framework for building and deploying multi-agent AI systems with support for various architectures and enterprise-grade features.
Enterprise AI Agent Deployment
Deploying production-grade multi-agent workflows in finance, healthcare, or manufacturing with enterprise security and error handling.
Research-to-Output Workflows
Coordinating multiple AI agents to collaborate on complex research tasks and generate outputs efficiently.
pip install swarms with Python 3.8 or higher.