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A new conversational analytics engine splits query processing into deterministic planning and LLM-driven execution, using a subject graph to resolve entity names and inject security rules. The approac…

A developer building a conversational analytics engine found that language models produce confident wrong answers when querying raw database schemas. To solve this, they created a domain graph—a metad…