Update app.py

app.py

@@ -59,7 +59,6 @@ num_criteria = len(queries)
 
 author_query = config_manager.get_config_value("model", "author_query")
 journal_query = config_manager.get_config_value("model", "journal_query")
-title_query = config_manager.get_config_value("model", "title_query")
 
 
 # Helper function to check if the file extension is allowed
@@ -109,7 +108,7 @@ def format_example(example):
 def process_pdf(uploaded_file, llm_model, n_criteria = num_criteria):
     # Process the PDF file
     pdf_processor = PDFProcessor_Unstructured(pdf_processing_config)
-    merged_chunks, tables = pdf_processor.process_pdf_file(uploaded_file)
+    merged_chunks, tables, title = pdf_processor.process_pdf_file(uploaded_file)
     documents = [Document(text=t) for t in merged_chunks]
 
     # Prompts and Queries
@@ -176,7 +175,6 @@ def process_pdf(uploaded_file, llm_model, n_criteria = num_criteria):
     info_query_engine = pdf_info_query.setup_query_engine()
     journal_result = info_query_engine.query(modified_journal_query).response
     author_result = info_query_engine.query(author_query).response
-    title_result = info_query_engine.query(title_query).response
     
     
     pdf_criteria_query = PDFQueryEngine(documents, llm, embed_model, (general_prompt))
@@ -200,7 +198,7 @@ def process_pdf(uploaded_file, llm_model, n_criteria = num_criteria):
     score_bar_html = generate_score_bar(total_score, n_criteria)
 
     # Return the score as a string and the reasoning as HTML
-    return str(round((total_score / n_criteria) * 100)) + "/100", score_bar_html, reasoning_html, author_result, title_result
+    return str(round((total_score / n_criteria) * 100)) + "/100", score_bar_html, reasoning_html, author_result, title
 
 
 with gr.Blocks(theme=gr.themes.Glass(