Main dashboard showing data catalog, chat interface, and golden assetsMain dashboard showing data catalog, chat interface, and golden assets

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What is the Data-Aware Agent Builder?

The Data-Aware Agent Builder is a platform that lets you create AI agents capable of turning natural language questions into accurate SQL queries, analyzing results, and generating insights. Whether you’re building a “chat with data” feature for your product or need an internal analyst assistant, this platform provides the tools to make your AI data-aware.

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Key Capabilities

  • Natural Language to SQL: Your agent converts questions like “What were our top products last quarter?” into accurate SQL queries
  • Automatic Analysis: Analyzes query results and extracts key insights without manual intervention
  • Chart Generation: Creates appropriate visualizations based on the data and question context
  • Learning System: Improves over time through Golden Assets that capture successful question-answer patterns
  • Quality Assurance: Built-in evaluation tools to test your agent before deployment

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What’s in These Docs

These documentation guides will help you:
  1. Get Started Quickly - Connect your data and start asking questions in minutes
  2. Build Golden Assets - Create examples that make your agent more consistent and accurate
  3. Set Up Evaluations - Test your agent’s performance with ground-truth comparisons
  4. Choose Integration - Deploy as a standalone app, embed in your product, or use headless APIs
  5. Optimize Performance - Configure selectable columns and manage data access for best results
Whether you’re a business user exploring data or a developer building AI features, these guides provide step-by-step instructions to get your data-aware agent up and running.

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Ready to Start?

Jump into the Quick Start Guide to connect your first data source, or explore the Technical Guide for implementation details.