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Optimizes memory and context window usage with a sliding window to handle long-running conversations.
Distinct from Context Window Management: Distinct from Context Window Management: specifically uses a sliding window mechanism for conversation history, not general context window configuration.
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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
Optimizes memory and context window usage with a sliding window to handle long-running conversations.