Agents

An agent is an AI system that reasons through problems and executes tasks autonomously. Agents are configured by specifying models, tools, instructions, and reasoning approach—providing everything needed to accomplish tasks from simple workflows to complex, open-ended objectives.

Use the SeekrFlow Python SDK to build and run agents programmatically. This section covers the core building blocks:

Create and manage agents – configure agents, reasoning effort, and tools
Run an agent – use threads, messages, and runs to run your agent
Use structured outputs – control the format of agent responses
Tools – extend agent capabilities with file search, web search, code interpreter, custom tools, and more