Update app.py

app.py

@@ -107,6 +107,30 @@ def process_image(image, project_name):
         # AI-based milestone and completion prediction
         milestone, percent_complete, confidence_score = mock_ai_model(img)
 
+        # Detailed Completion Breakdown (based on detected milestone)
+        completion_details = {
+            "Planning": {
+                "completed": "Project outline and goals set, initial designs done.",
+                "not_completed": "Detailed plans, permits, and contractor hiring pending."
+            },
+            "Foundation": {
+                "completed": "Foundation work is complete, concrete is poured.",
+                "not_completed": "Plumbing, electrical groundwork not yet done."
+            },
+            "Walls Erected": {
+                "completed": "All structural walls are up.",
+                "not_completed": "Roofing, windows, and internal walls are not yet finished."
+            },
+            "Completed": {
+                "completed": "All phases of the project are finished, including final touches.",
+                "not_completed": "There should be no more pending work."
+            }
+        }
+
+        # Get the detailed completion information based on the detected milestone
+        completed_work = completion_details[milestone]["completed"]
+        not_completed_work = completion_details[milestone]["not_completed"]
+
         # Adjust the current time to local timezone
         local_time = datetime.now(local_timezone).strftime("%Y-%m-%dT%H:%M:%S%z")  # Corrected ISO 8601 format with timezone
 
@@ -127,13 +151,21 @@ def process_image(image, project_name):
         except Exception as e:
             return f"Error: Failed to update Salesforce - {str(e)}", "Failure", "", "", 0
 
-        return (
-            f"Success: Milestone: {milestone}, Completion: {percent_complete}%",
-            "Success",
-            milestone,
-            f"Confidence Score: {confidence_score}",
-            percent_complete
-        )
+        # Return the detailed result
+        result = f"""
+        Milestone: {milestone}
+        Completion Percentage: {percent_complete}%
+        
+        **Completed Work**:
+        {completed_work}
+
+        **Not Completed Work**:
+        {not_completed_work}
+
+        Confidence Score: {confidence_score * 100}%
+        """
+
+        return result, "Success", milestone, f"Confidence Score: {confidence_score}", percent_complete
 
     except Exception as e:
         return f"Error: {str(e)}", "Failure", "", "", 0