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Orchard

Microsoft's framework for training autonomous agents with planning, reasoning, and tool use

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Orchard is Microsoft Research's open-source framework focused on training autonomous agents rather than just orchestrating them. It provides infrastructure for building agents with advanced capabilities including multi-turn planning, reasoning, and tool use. Unlike traditional frameworks that focus on prompt chaining, Orchard emphasizes scalable agent training methodologies to create production-ready agentic systems with learned behaviors.

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autonomousframeworkopen-sourcetool-usemulti-agentorchestrationpython