Analytics Visualization Framework

Goal

Allow users to ask analytics questions in natural language and receive rich visualizations without polluting the main ReAct agent with analytics-specific logic.

The system should be able to:

• Understand analytics questions
• Match them to known business reports
• Execute the required analytics tools
• Generate visualization artifacts
• Render visualizations on the frontend using pre-built React components

High-Level Architecture

User

↓

Main ReAct Agent

↓

Capability Router

├── Product Assistant

├── Workflow Assistant

├── Knowledge Assistant