<ul data-eligibleForWebStory="true"><li>Language models can revolutionize data analysis, bridging the gap between business questions and insights.</li><li>Amazon faced challenges with numerous SQL queries and bottlenecked BI teams, leading to RRDA creation.</li><li>RRDA enables non-tech users to generate SQL queries and visualizations through natural conversation.</li><li>Using Amazon Bedrock Agents and QuickSight, RRDA accelerates query resolution and empowers users.</li><li>Domain-aware context, SQL validation, and user engagement are key practices in Text-to-SQL solutions.</li></ul>

Build a conversational data assistant, Part 1: Text-to-SQL with Amazon Bedrock Agents

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