Artificial Intelligence

Mansi Sharma

Author: Mansi Sharma

Data flow between user, Streamlit app, Amazon Bedrock, and Microsoft SQL Server, illustrating query processing and response generation

Build a Text-to-SQL solution for data consistency in generative AI using Amazon Nova

This post evaluates the key options for querying data using generative AI, discusses their strengths and limitations, and demonstrates why Text-to-SQL is the best choice for deterministic, schema-specific tasks. We show how to effectively use Text-to-SQL using Amazon Nova, a foundation model (FM) available in Amazon Bedrock, to derive precise and reliable answers from your data.