Prashant K Dhingra

NLP to SQL

NLP to SQL - Ask questions from Data - Interrogate data

Converting NLP to SQL effectively enable business agility as business can query data in effective manner.

NLP-SQL

Translate Natural language Question to SQL Query

Understand Natural language

Derive entities - table, column, where condition,
Derive values. - date range
Generate a SQL Statement

One can use Translation model architecture

One can use set of classification models and rules

Ask questions (based on Google Paper)

NLP to SQL

Parse statement and convert into tokens
Get intent from overall statements
Based on intent determine which table and where condition user want to apply
Determine which columns user is trying to get
Get additional aggregation, group by clause that need to be applyed.

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