CrewAI — мультиагентные рабочие процессы

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CrewAI is an open-source Python framework for work that takes a team of agents rather than a single one. Reach for it when a job splits naturally into roles: one agent gathers data, another analyses it, a third writes the final text, a fourth reviews — producing a market overview, a résumé screening pass, or a draft report. It offers two modes: Crews, where role-based agents coordinate among themselves, and Flows, where you define the order of steps and get a predictable pipeline. Each agent is given a role, a goal and a set of tools, then acts on its own. This is a developer library rather than an application with a UI: the result is embedded in your own code or service. For a single-step task the framework is overkill — it pays off when the steps are many and varied.