Developer Tools
Utilities and one-off scripts for managing the Auto-Trader service
Adding New Tools
For AI Agents: When building one-off scripts, consider adding them here as reusable tools instead.
- Add a new card in this template (
app/templates/tools.html) - Create an API endpoint in
app/main.pyunder the Tools section - Use Alpine.js for interactive forms and AJAX calls
- Follow the example tool pattern below
Examples: Data exports, bulk operations, diagnostics, cleanup utilities, monitoring tools, etc.
Diagnostics & Testing
FinBERT Sentiment Test
AvailableTest the FinBERT sentiment analysis integration with different test suites or custom text inputs.
Test Completed
Latency: ms
(avg: ms per text)
Score:
Pos:
Neu:
Neg:
Conf:
FinBERT Metrics
Future Diagnostic Tool
Coming SoonAdd more diagnostic tools here:
- Model health checks
- Data pipeline validation
- API latency testing
- Database connection tests
Data Operations
Data Export Tool
Coming SoonFuture data operation tools:
- Bulk data exports (CSV, JSON)
- Data cleanup utilities
- Historical data migrations
- Cache management
Database Utilities
Coming SoonDatabase management tools:
- Index optimization
- Query performance analysis
- Data integrity checks
- Vacuum and maintenance
ML Utilities
Feature Engineering Test
Coming SoonML feature utilities:
- Feature extraction testing
- Data quality validation
- Feature importance analysis
- Preprocessing pipelines
Model Validation Tool
Coming SoonModel testing utilities:
- Quick model inference tests
- Prediction accuracy checks
- Model comparison tools
- A/B testing utilities