Enterprise-grade natural language to SQL generation using LLMs: Balancing accuracy, latency, and scale
AWS Machine Learning
APRIL 24, 2025
The solution uses the data domain to construct prompt inputs for the generative LLM. This mapping is similar in nature to intent classification, and enables the construction of an LLM prompt that is scoped for each input query (described next). Scoping data domain for focused prompt construction This is a divide-and-conquer pattern.
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