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Sets limits on loop iterations, output tokens, or total tokens per invocation to prevent runaway execution.
Distinct from Resource Usage Caps: Distinct from Resource Usage Caps: specifically caps agent loop iterations and token consumption, not general system resources.
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This is an open-source Python SDK for building and orchestrating production-grade AI agents. It provides a unified framework for creating conversational agents that can use tools, maintain state, and coordinate across multiple language model providers including OpenAI, Anthropic, Google, Amazon Bedrock, and locally-hosted models. The SDK supports multi-agent orchestration through graphs, teams, and swarms, allowing several specialized agents to collaborate on complex tasks. Agents can be composed as callable tools that other agents invoke, and the framework includes policy handlers that inspe
Sets limits on loop iterations, output tokens, or total tokens per invocation to prevent runaway execution.