Analytics Agents

Pattern

Data Analysis Agent

Upload CSV or JSON data and get AI-powered analysis with interactive visualizations. Detect patterns, correlations, outliers, and generate insights with confidence scores. Export comprehensive reports.

IntermediateJan 2026View the full pattern on desktop
Data Analysis Agent preview

Problems solved

  • Upload and parse CSV or JSON datasets for analysis
  • Detect correlations, outliers, and trends with AI insights
  • Create interactive chart visualizations from the dataset
  • Export analysis reports as Markdown or JSON

Use cases

  • Exploratory data analysis tools
  • Business intelligence reporting chats
  • Dataset quality assessment
  • Automated insight generation for tabular uploads

AI SDK APIs

useChatgatewayToolLoopAgenttool(hasToolCallstepCountIscreateAgentUIStreamResponseInferAgentUIMessageDefaultChatTransportUIMessage

Tags

aiagentsdata-analysisvisualizationchartscsvjsonstatisticsai-sdktool-looprechartsinsights

Requirements

Node.js
24+
Memory
256MB
Other
  • OpenAI API key

Environment variables

External services

openaiupstash

Ready to use?

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