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AI Summary: Categorizes and compares the top Agentic AI frameworks of 2025, helping developers choose the right architecture for their specific enterprise needs.

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Top Agentic AI Frameworks in 2025: Which One Fits Your Needs?

Data Science Collective

ABSTRACT

Picking the right agentic AI framework is 'make or break' for building scalable, secure applications. This article categorizes the leading 2025 frameworks into six distinct types, from general-purpose orchestrators like LangChain to workflow-based systems like LangGraph and multi-agent platforms like CrewAI. It details the key features of each and predicts future trends, including the move toward 'Agentic OS' environments and standardized industry interfaces.

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