Update app.py

app.py

@@ -347,25 +347,36 @@ def analyze_pdf(filepath: str) -> Tuple[Dict[str, Any], bytes]:
         if not full_text:
             return {"error": "Failed to extract text from PDF."}, None
         
-        # print(full_text)
-        language_issues = check_language_issues(full_text)
+        # Create the results structure
+        results = {
+            "issues": [],  # Initialize as empty array
+            "regex_checks": {
+                "metadata": check_metadata(full_text),
+                "disclosures": check_disclosures(full_text),
+                "figures_and_tables": check_figures_and_tables(full_text),
+                "references": check_references(full_text),
+                "structure": check_structure(full_text),
+                "figure_order": check_figure_order(full_text),
+                "reference_order": check_reference_order(full_text)
+            }
+        }
 
-        # Handle potential errors from check_language_issues
+        # Handle language issues
+        language_issues = check_language_issues(full_text)
         if "error" in language_issues:
             return {"error": language_issues["error"]}, None
 
         issues = language_issues.get("issues", [])
-        
         if issues:
-            language_issues, annotated_pdf = highlight_issues_in_pdf(filepath, issues)
-            return {"issues": language_issues}, annotated_pdf
+            language_matches, annotated_pdf = highlight_issues_in_pdf(filepath, issues)
+            results["issues"] = language_matches  # This is already an array from check_language_issues
+            return results, annotated_pdf
         else:
-            # Return a meaningful message and no annotated PDF if no issues are found
-            return {"message": "No language issues found in the uploaded PDF."}, None
+            # Keep issues as empty array if none found
+            return results, None
+
     except Exception as e:
-        # Return the error message and no annotated PDF
         return {"error": str(e)}, None
-
 # ------------------------------
 # Gradio Interface
 # ------------------------------