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Iterators that stream system execution events for real-time monitoring and observability.
Distinct from Structured Event Streams: Focuses on the iterative consumption of runtime AI structure events rather than JSON processing or document streaming
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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
Yields processing events as an async iterator for real-time observation of intermediate steps.