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An Agent builds context for a model, processes model responses, executes requested tools, and returns a RunOutput. Tools are optional. Add memory, knowledge, storage, human-in-the-loop, and guardrails as needed.

Guides

Build Agents

Create agents with tools and instructions.

Run Agents

Execute agents and handle responses.

Debug Agents

Inspect and troubleshoot agent behavior.

Beyond Single Agents

Resources