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Akashdeep Thanda on Instagram: "Your LLM worked in the demo. Then it hit real users… and started hallucinating, looping, or losing context. That’s not an “LLM problem”. That’s missing structure. LangChain is how you connect an LLM to tools, memory, and data. Prompts, retrievers, APIs, databases — all wired together. LangGraph is how you control what happens next. States. Transitions. Loops. Branches. No more “hope the agent behaves”. Chain = steps in a line. Graph = decisions with rules. If you’
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