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Interfaces for accessing and handling task results in various formats.
Distinguishing note: Focuses on the retrieval and interface layer for task results, distinct from guardrails.
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CrewAI is a multi-agent orchestration framework designed for building autonomous systems that execute complex, multi-step workflows. It provides a development platform where specialized agents are defined with specific roles, goals, and tool sets to perform tasks collaboratively. By leveraging a declarative workflow engine, the system manages task dependencies, state transitions, and execution logic, allowing for the creation of structured, stateful sequences of operations. The framework distinguishes itself through its hierarchical management capabilities, which utilize manager agents to coo
Accesses results through a structured interface that supports raw text, JSON, and validated data models.