LLM Architectures in Action: Building a Multi-Agent Research Assistant with LangChain and LangGraph

LLM Architectures in Action: Building a Multi-Agent Research Assistant with LangChain and LangGraph

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In our last article, we explored what LLM Agents are and introduced the ReAct framework — a pretty powerful approach that blends reasoning and acting. But is that all there is? Definitely not. While ReAct alone can be a potent solution for many applications, a number of use cases demand even more complex architectures built with multiple LLMs.

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