models/model_summary.json

{
  "models_dir": "/Users/shruthisubramanian/Downloads/models",
  "models": {
    "rvl_classifier.pt": "ViT-based document classifier (receipt vs other)",
    "layoutlm_extractor.pt": "LayoutLMv3 for field extraction (vendor/date/total)",
    "anomaly_detector.pt": "Isolation Forest for anomaly detection"
  },
  "pipeline": {
    "nodes": [
      "ingest",
      "classify",
      "ocr",
      "extract",
      "anomaly",
      "route"
    ],
    "framework": "LangGraph"
  },
  "metrics": {
    "num_samples": 20,
    "ocr_accuracy": 0.5333333333333333,
    "vendor_accuracy": 0.75,
    "date_accuracy": 0.85,
    "total_accuracy": 0.0,
    "extraction_f1": 0.6956521739130436,
    "straight_through_rate": 0.1,
    "review_rate": 0.9,
    "reject_rate": 0.0,
    "avg_processing_time": 1.0378559350967407,
    "error_rate": 0.0
  }
}