Can LLMs Replace Data Analysts? Learning to Collaborate

Part 3: Teaching the LLM agent to pose and address clarifying questions

Collaboration is a core aspect of analysts’ day-to-day jobs. Frequently, we encounter high-level requests such as, “What will be the impact of the new feature?” or “What is going on with retention?". Before jumping to writing queries and pulling data, we usually need to define tasks more clearly: talk to stakeholders, understand their needs thoroughly, and determine how we can provide the best assistance. …

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