AI Agent Design: Dify vs LangChain vs Raw APIs – Selection Guide

Three architectural approaches for building AI agents: low-code frameworks (Dify), Python SDKs (LangChain), or direct APIs.

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The fact

Each model trades off rapid prototyping against fine-grained control of agent logic.

Selection depends on system complexity and team expertise.

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