improved on sops generations on questions and added bot suggestion

test.py

@@ -25,7 +25,7 @@ response2 = bot.predict_next_n_assessment(
 )
 
 print(f"Predictions {response2}")
-'''
+
 
 from src.services.chatbot import Chatbot
 company_info = {
@@ -40,8 +40,23 @@ response = bot.predict_based_on_past_assessment(
     companyid="testid"
 )
 
-print(f"Result: {response}")
+print(f"Result: {response}")'''
 
 
+from src.services.sop_document_parser import DocumentParser
+from src.utils.document_loader import load_document
 
+path = r"/root/ds_erp_ai/data/raw/test_sop.pdf"
 
+parser = DocumentParser()
+
+workers_department = [
+    {"name": "sales", "workers": ["sales manager"]}, 
+    {"name": "development", "workers": ["deployment officer"]}
+]
+res = parser.extract_sops_for_workers_by_department(
+    docs=load_document(path),  # Load the document for processing
+    depts_workers=workers_department
+)
+
+print(res)