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Implement token usage visualization charts #283

@manavgup

Description

@manavgup

Priority

🔴 High

Description

Visual charts/graphs for token consumption over time.

Current State

No token visualization

Files to Create

  • frontend/src/components/analytics/TokenChart.tsx
  • frontend/src/components/analytics/TokenDashboard.tsx

Acceptance Criteria

  • Line chart for token usage over time
  • Bar chart by conversation
  • Pie chart by model/provider
  • Cost estimation display
  • Export data as CSV

Effort

1 week

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    enhancementNew feature or requestfrontendFrontend/UI relatedpriority:highHigh priority - important for release

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