Dashboard Purpose
A context management dashboard provides visibility into your AI's knowledge base. Operators can monitor context health, troubleshoot issues, and manage content without touching code or databases directly.
Core Features
Context Browser
Search and browse context by user, type, or content. Display context with syntax highlighting for structured data. Enable editing for authorized users with change tracking.
Analytics Dashboard
Visualize context usage patterns: most accessed context types, retrieval latencies, cache hit rates. Identify optimization opportunities through data insights.
Health Monitoring
Display system health: database connectivity, cache status, embedding service availability. Alert on degraded performance or failures.
Implementation Approach
Backend API
Extend your context API with admin endpoints. Implement pagination for large result sets. Add search and filtering capabilities.
Frontend
Use modern frameworks (React, Vue) for responsive interfaces. Implement real-time updates via WebSocket for monitoring views. Design for accessibility.
Security Considerations
Dashboard access requires strong authentication. Implement role-based permissions—readers vs editors vs admins. Log all administrative actions. Consider sensitive data masking in displays.
