SMRTR AIApr 1, 2025GitConnected

Building AI Agents from scratch using LangGraph and Ollama: Part 2

SMRTR summary

LangGraph facilitates the development of sophisticated AI agents with enhanced control and reliability through a graph-based architecture. Its components manage data flow and interactions, allowing for customized agent behavior, human oversight, and easy visualization. A ReAct agent built with LangGraph can process user input, utilize tools when necessary, and generate responses using an LLM. This approach provides greater flexibility and accuracy than pre-built agents.

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