Swarms is a developer toolkit and framework designed to simplify the creation and orchestration of autonomous AI agents working in concert to solve complex workflows. Each agent can be configured with distinct roles, tools, and memory contexts, enabling specialized agents to research information, analyze data, generate creative outputs, or invoke external APIs. The platform provides a command-line interface, Python SDK, and YAML-based configuration files to define agent behaviors, scheduling strategies, and inter-agent communication. Swarms supports integration with OpenAI, Anthropic, Azure, and open-source LLMs, and features built-in logging, monitoring dashboards, and modular persistence layers for chaining multi-step reasoning processes. With Swarms, teams can architect, test, and deploy distributed, self-organizing AI solutions with minimal boilerplate code and full observability.
