Toolkit vs. Engine Room: What LangChain and LangGraph Actually Do

Posted on Tue 15 September 2026 in Article • Tagged with langchain, langgraph, ai-agents, llm, orchestration, rag, python

Anyone building with large language models today eventually runs into the same two names: LangChain and LangGraph. They come from the same company, they're designed to work together, and they're frequently — and incorrectly — treated as competitors. This article explains what each one actually does, how they fit together, and when …


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