Open Source AI Agents

AI agents are software systems that use models to interpret goals, decide what to do, and take actions through tools, services, or applications. They can break larger tasks into steps, retrieve information, interact with databases, and adapt their actions based on results. Agent technology helps automate workflows that are difficult to handle with a single prompt or a fixed sequence of rules, while allowing people to review or guide important decisions.

Open source options include agent frameworks, workflow orchestrators, tool integrations, memory and retrieval components, and interfaces for building or operating agents. When choosing one, consider project maturity, license, maintenance activity, model and tool compatibility, deployment requirements, and how it handles permissions, errors, and evaluation. These tools are useful to developers, researchers, and organizations exploring task automation or building assistants tailored to their needs.