add comment for categories names and enable grounding

Author: chienyuanchang

notebooks/classifier.ipynb

@@ -151,13 +151,13 @@
     "# Define document categories and their descriptions\n",
     "classifier_schema = {\n",
     "    \"categories\": {\n",
-    "        \"Loan application\": {\n",
+    "        \"Loan application\": {  # Both space and underscore are allowed in category names\n",
     "            \"description\": \"Documents submitted by individuals or businesses to request funding, typically including personal or business details, financial history, loan amount, purpose, and supporting documentation.\"\n",
     "        },\n",
     "        \"Invoice\": {\n",
     "            \"description\": \"Billing documents issued by sellers or service providers to request payment for goods or services, detailing items, prices, taxes, totals, and payment terms.\"\n",
     "        },\n",
-    "        \"Bank_Statement\": {\n",
+    "        \"Bank_Statement\": {  # Both space and underscore are allowed in category names\n",
     "            \"description\": \"Official statements issued by banks that summarize account activity over a period, including deposits, withdrawals, fees, and balances.\"\n",
     "        },\n",
     "    },\n",
@@ -347,7 +347,7 @@
     "        \"enableLayout\": True,          # Extract layout information\n",
     "        \"enableBarcode\": False,        # Skip barcode detection\n",
     "        \"enableFormula\": False,        # Skip formula detection\n",
-    "        \"estimateFieldSourceAndConfidence\": False, # Set to True if you want to estimate the field location (aka grounding) and confidence\n",
+    "        \"estimateFieldSourceAndConfidence\": True, # Set to True if you want to estimate the field location (aka grounding) and confidence\n",
     "        \"disableContentFiltering\": False,\n",
     "    },\n",
     "    \"fieldSchema\": {\n",
@@ -429,15 +429,15 @@
     "# Create enhanced classifier schema\n",
     "enhanced_classifier_schema = {\n",
     "    \"categories\": {\n",
-    "        \"Loan application\": {\n",
+    "        \"Loan application\": {  # Both space and underscore are allowed in category names\n",
     "            \"description\": \"Documents submitted by individuals or businesses to request funding, typically including personal or business details, financial history, loan amount, purpose, and supporting documentation.\",\n",
     "            \"analyzerId\": analyzer_id  # IMPORTANT: Use created custom analyzer in previous step for load applications\n",
     "        },\n",
     "        \"Invoice\": {\n",
     "            \"description\": \"Billing documents issued by sellers or service providers to request payment for goods or services, detailing items, prices, taxes, totals, and payment terms.\",\n",
     "            \"analyzerId\": \"prebuilt-invoice\"  # IMPORTANT: Use created custom analyzer in previous step for annual reports\n",
     "        },\n",
-    "        \"Bank_Statement\": {\n",
+    "        \"Bank_Statement\": {  # Both space and underscore are allowed in category names\n",
     "            \"description\": \"Official statements issued by banks that summarize account activity over a period, including deposits, withdrawals, fees, and balances.\"\n",
     "            # No analyzer specified - uses default processing\n",
     "        }\n",