Data-Agent is a suite of intelligent data processing capabilities built into PolarDB for AI. It streamlines the full analytics workflow—from natural language questions, to data querying and processing, to generating business insights.
Ask questions in natural language. Interact with your data using plain English. Data-Agent automatically converts natural language to SQL (NL2SQL), generating efficient and reusable query statements.
Execute and process results. Once the SQL is executed and the data is retrieved, you can immediately transform the results, or move on to visualization and summarization.
Visualize with NL2Chart. Use NL2Chart to turn natural language requests into visual insights. Data-Agent automatically selects the most appropriate chart type based on the data and analysis intent, and renders interactive visualizations in real time.
Summarize with NL2SQL_SUMMARY. Utilize NL2SQL_SUMMARY for one-click intelligent summarization. Data-Agent synthesizes query results into concise narratives, extracts key insights from complex datasets, and generates actionable business recommendations.
PolarDB for AI provides a comprehensive Data-Agent best practice guide that walks through each step of the workflow in detail. By combining NL2SQL, NL2Chart, and NL2SQL_SUMMARY, Data-Agent enables a closed-loop analytical journey—from the first question to actionable insight—through simple, conversational interactions.