Application Specification
=========================

Project: EvalVault Web UI Evaluation Features
Goal: End-to-end testing and verification of all Web UI evaluation features (Step 1-5)

All Web UI evaluation features (Step 1-5) are already implemented:

1. Dependency injection (create_adapter) - adapter.py:664-696
2. File upload to Dataset conversion (create_dataset_from_upload) - adapter.py:300
3. Dataset evaluation (run_evaluation_with_dataset) - adapter.py:397
4. Evaluate page execution logic - app.py:392-484
5. Reports page with real metrics - app.py:641+

Current Status:
- 1335/1335 tests passing
- 38/38 Web UI unit tests passing
- All lint checks passing

Testing Tasks:
1. Create comprehensive integration tests for Web UI evaluation flow
2. Test file upload → dataset conversion → evaluation → storage → reports
3. Verify error handling and edge cases
4. Test with different file formats (JSON, CSV, Excel)
5. Test parallel vs sequential evaluation
6. Test LLM report generation
7. Document test coverage and findings
8. Create end-to-end test scenarios

Architecture: Hexagonal Architecture (Ports & Adapters)
Testing Framework: pytest
Test Location: tests/integration/test_web_ui_evaluation.py (new)
