added managers apis

test.py

@@ -9,6 +9,34 @@ docs = load_document(file_path)
 if __name__ == "__main__":
     SOP = DocumentParser()
     so = SopGeneratorExecutive()
-    info = SOP.extract_departments_and_managers_workers(docs)
-    print(info)
+    referencs_roles = ["AR Director "]
+    workers_list = [
+    {
+      
+        "position": "AR dIRECTOR ",
+        "role": "Developer",
+        "department": "IT"
+    },
+    {
+        "name": "Jane Smith",
+        "position": "Project Manager",
+        "role": "Manager",
+        "department": "IT"
+    }
+]
+
+    departments_and_roles = SOP.extract_sops_for_workers_by_department(docs,workers_list)
+    # Prepare extracted roles (only managers)
+    '''extracted_managers = []
+    for department in departments_and_roles['departments']:
+        extracted_managers.extend([
+            {
+                'name': manager['name'],
+                'position': manager.get('position', 'Unknown Position'),
+                'role': manager.get('role', 'Unknown Role')  # PRP or SRP classification
+            }
+            for manager in department['managers']
+        ])'''
+
+    print(departments_and_roles)