Agents

​

Key guides

• Build an agent – install the package and craft your first generation.
• Tools & tool loop – declare tools and control the orchestration loop.
• Structured outputs – validate responses with structuredOutput and the Output helpers.
• Real-time streaming – consume tokens on the fly and supervise live generations.
• Shared runtime – store binary resources and expose them to your tools.

​

Best practices

• Override system per call to adapt instructions without reinstantiating the agent.
• Tune maxOutputTokens, temperature, topP, and more directly in generate or stream.
• Compose specialised agents (drafting, validation, summarisation) to cover an entire flow.
• Combine agents with workflows to orchestrate richer decision loops.