Company building an LLM App. Need some understanding if my opinions are reasonable.

I'm your generic mid-career data scientist who sometimes functions as an ML engineer. I've been tasked with advising a team building an LLM application to automate 'data analysis' for non-technical customers. My role is to bring some wisdom and system design expertise to the team. The team is compromised of two people: a young, eager software engineer who calls themselves a "Langchain Developer" and a senior technical director who believes in the macro trends around Generative AI and wants to …

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