diff --git a/main_article_analyzer.py b/main_article_analyzer.py
index ed658a0..36c8f50 100644
--- a/main_article_analyzer.py
+++ b/main_article_analyzer.py
@@ -4,8 +4,8 @@ from sqlalchemy import create_engine, Column, String, Float, MetaData, Table
 from sqlalchemy.ext.declarative import declarative_base
 from sqlalchemy.orm import sessionmaker
 from article_analyzer import ArticleAnalyzer
-
-sys.path.append(os.path.join(os.path.dirname(__file__), 'finBERT', 'finbert'))
+import nltk
+import logging
 
 Base = declarative_base()
 
@@ -28,6 +28,11 @@ def read_html_files(folder_path):
 
 
 if __name__ == "__main__":
+    # nltk.set_proxy('http://127.0.0.1:7890')
+    # nltk.download('punkt_tab')
+
+    logging.basicConfig(level=logging.CRITICAL)
+
     analyzer = ArticleAnalyzer()
 
     engine = create_engine('sqlite:///article_analysis.db')
@@ -39,29 +44,33 @@ if __name__ == "__main__":
     
     Base.metadata.create_all(engine)
 
-    
-    for file, content in html_files.items():
-        result = analyzer.classify_article_finbert(content)
+    result = analyzer.classify_article_finbert("Strong earning growth and expending market shares have positionned the company for long term success.")
+    print(f'result {result}')
 
-        filename = os.path.basename(file)
+
+    # for file, content in html_files.items():
+    #     result = analyzer.classify_article_finbert(content)
+
+    #     filename = os.path.basename(file)
+    #     print(f'result {result}')
+
+    #     label = result[0]['label']
+    #     score = result[0]['score']
+
+    #     analysis = ArticleAnalysis(filename=filename, label=label, score=score)
         
-        label = result[0]['label']
-        score = result[0]['score']
+    #     try:
+    #         session.add(analysis)
+    #         session.commit()
+    #     except:
+    #         session.rollback()
 
-        analysis = ArticleAnalysis(filename=filename, label=label, score=score)
-        
-        try:
-            session.add(analysis)
-            session.commit()
-        except:
-            session.rollback()
+    #         existing = session.query(ArticleAnalysis).filter_by(filename=filename).first()
+    #         if existing:
+    #             existing.label = label
+    #             existing.score = score
+    #             session.commit()
+    #     finally:
+    #         session.close()
 
-            existing = session.query(ArticleAnalysis).filter_by(filename=filename).first()
-            if existing:
-                existing.label = label
-                existing.score = score
-                session.commit()
-        finally:
-            session.close()
-
-        print(f"article [{file}] - analyzed as [{result}]\n")
+    #     print(f"article [{file}] - analyzed as [{result}]\n")