Update app.py

app.py

@@ -107,22 +107,25 @@ def extract_text_from_unstract(uploaded_file, status_box=None):
 
 def build_prompt(doc_text, checklist):
     return f"""
-You are a careful, expert document validation agent for mortgage workflows.
+You are a careful, expert document validation agent for mortgage and finance workflows.
 
-Analyze the following extracted document text and this checklist JSON:
-{json.dumps(checklist)}
+Before you answer, do this: Carefully scan the document for ANY evidence of regional/provincial or country-specific card types (such as "Ontario Health Card", "Medicare Card", "Insurance Card", "SIN", "Driver's License", "Passport", etc.)—be as specific as possible using visible card titles, authority names, or issuer logos.
 
-First, **determine what document you are reading** (e.g., Driver's License, Passport, Bank Statement, etc.) as precisely as possible, based on content, layout, and terms.
+If you see terms like "Health Card", "Medicare", "Medical Insurance", "OHIP", or any explicit health system/insurance terms, classify it as a health card (e.g. "Ontario Health Card"). Do NOT call it "Identification Card" if a more specific name is visible, even if it is a form of ID.
 
-**DO NOT** attempt to "force match" or guess a checklist match if you are not sure. If the detected document type does NOT correspond (even loosely) to any checklist item, set "checklist_matched": false and recommend rejection. If it matches, set "checklist_matched": true.
+Checklist for precision:
+- Prefer the **most specific** document type (e.g. "Ontario Health Card" over just "Identification Card" or "Provincial ID").
+- If there is any ambiguity, include relevant keywords from the card (like "Health", "Medicare", "OHIP", "SIN", "Social Insurance", "Driver", etc.) in the output type.
+- If still not sure, show your best guess but include all possible hints from the document text.
 
-Extract the expiry date if found (or set as null/empty), and if present, check if it is expired compared to the current date: 21st June 2025.
+Analyze the following extracted document text and this checklist JSON:
+{json.dumps(checklist)}
 
-Assess if the document looks genuine (as much as possible from the text), and provide a confidence score (0-100).
+Follow all prior instructions.
 
 Respond with this JSON:
 {{
-  "document_type": "...",          // Your best judgment (e.g. Driver's License)
+  "document_type": "...",          // e.g. Ontario Health Card, BC Services Card
   "expiry_date": "...",            // ISO format if possible
   "is_expired": true/false,
   "looks_genuine": true/false,