Gallery
This section contains screenshots and visual examples of the PTIIKInsight platform in action.
Dashboard Screenshots
System Overview Page
The main dashboard showing system status and service health monitoring.

Features shown:
Service status cards (API, Grafana, Prometheus)
Real-time health indicators
Quick navigation to monitoring tools
Topic Prediction Interface
The prediction page where users can input text for topic classification.

Features shown:
Multiple input methods (single text, batch, file upload)
Text preview and validation
Results display with visualizations
Export options for analysis results
Data Crawling Interface
The crawling page for collecting research paper data from web sources.

Features shown:
Crawling control buttons
Real-time status monitoring
Data preview and statistics
Export functionality for collected data
Model Training Interface
The training page for creating and managing BERTopic models.

Features shown:
Training configuration options
Progress monitoring during training
Model information and statistics
Background processing indicators
API Documentation Screenshots
Interactive API Documentation
Screenshots of the FastAPI automatic documentation interface.

Available at: http://localhost:8000/docs
Features shown:
Swagger UI interface
Endpoint documentation
Request/response examples
Interactive testing capabilities
Monitoring Dashboards
Grafana Dashboard
Visual monitoring interface showing system metrics and performance.

Available at: http://localhost:3000
Features shown:
API performance metrics
Prediction success rates
System resource utilization
Custom dashboard panels
Complete Monitoring Dashboard
Comprehensive monitoring view showing all system metrics and performance indicators.
Dashboard Panels:
Request Volume: Total requests over time
Response Time: Average response time trends
Error Rate: HTTP error rate percentage
Status Code Distribution: Breakdown of response codes
Model Performance: Prediction accuracy and timing
Resource Usage: CPU, memory, and disk utilization
Service Health: Real-time service availability
Data Processing: Scraping and processing metrics
Key Metrics Displayed:
Availability: Service uptime and health status
Performance: Response times and throughput
Reliability: Error rates and success metrics
Throughput: Data transfer rates
System Resources: CPU and memory usage
Prometheus Metrics
Raw metrics collection interface for system monitoring.

Available at: http://localhost:9090
Features shown:
Time-series metrics data
Query interface
Target monitoring status
Alert rule configuration
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