Update app.py

app.py

@@ -25,13 +25,13 @@ def extract_text_from_pdf(pdf_path):
 # Function to interact with OpenAI API for systematic review
 def generate_systematic_review(pdf_files, review_question, include_tables=True):
     if not api_key:
-        return "<p>Please enter your OpenAI API key first.</p>"
+        return "Please enter your OpenAI API key first."
     
     if not pdf_files:
-        return "<p>Please upload at least one PDF file.</p>"
+        return "Please upload at least one PDF file."
     
     if not review_question:
-        return "<p>Please enter a review question.</p>"
+        return "Please enter a review question."
     
     try:
         openai.api_key = api_key
@@ -110,53 +110,19 @@ def generate_systematic_review(pdf_files, review_question, include_tables=True):
             max_tokens=2048
         )
         
-        # Generate HTML formatted response
+        # Format the response in HTML
         review_content = response["choices"][0]["message"]["content"]
         
-        # Convert the content into HTML format
-        html_response = f"""
-        <h2>Systematic Review on {review_question}</h2>
-        <p><strong>Research Papers:</strong> {', '.join(pdf_names)}</p>
-        <h3>Review Process</h3>
-        <ul>
-            <li>Identified Research Field</li>
-            <li>Research Question Formulation</li>
-            <li>Protocol Creation</li>
-            <li>Literature Evaluation</li>
-            <li>Source Investigation</li>
-            <li>Data Collection</li>
-            <li>Data Extraction</li>
-            <li>Critical Analysis of Results</li>
-            <li>Interpretation of Derivations</li>
-            <li>Concluding Statements</li>
-        </ul>
-        <h3>Generated Review:</h3>
+        # Create a basic HTML structure
+        html_output = f"""
+        <h2>Systematic Review</h2>
         <p>{review_content}</p>
         """
-
-        # If tables are included in the review
-        if include_tables:
-            html_response += """
-            <h3>Comparison Tables</h3>
-            <table border="1">
-                <tr>
-                    <th>Study</th>
-                    <th>Key Findings</th>
-                    <th>Comparison</th>
-                </tr>
-                <!-- Include tables here -->
-                <tr>
-                    <td>Study 1</td>
-                    <td>Summary of findings</td>
-                    <td>Comparison with other studies</td>
-                </tr>
-            </table>
-            """
         
-        return html_response
+        return html_output
     
     except Exception as e:
-        return f"<p>Error generating systematic review: {str(e)}</p>"
+        return f"Error generating systematic review: {str(e)}"
 
 # Function to save uploaded files
 def save_uploaded_files(files):
@@ -178,7 +144,7 @@ with gr.Blocks() as demo:
     gr.Markdown("# Systematic Review Generator for Research Papers")
     
     with gr.Accordion("How to Use This App", open=True):
-        gr.Markdown("""
+        gr.Markdown(""" 
         ### Getting Started:
         1. Enter your OpenAI API key in the field below and click "Set API Key"
         2. Upload multiple PDF research papers (2 or more recommended)
@@ -208,7 +174,7 @@ with gr.Blocks() as demo:
             generate_button = gr.Button("Generate Systematic Review", elem_id="generate_button")
         
     # Output
-    review_output = gr.HTML(label="Systematic Review", interactive=False)
+    review_output = gr.HTML(label="Systematic Review")
     
     # Button actions
     api_key_button.click(set_api_key, inputs=[api_key_input], outputs=[api_key_output])
@@ -216,7 +182,7 @@ with gr.Blocks() as demo:
     # Generate systematic review
     def process_files_and_generate_review(files, question, include_tables):
         if not files:
-            return "<p>Please upload at least one PDF file.</p>"
+            return "Please upload at least one PDF file."
         
         # Save uploaded files
         saved_paths = save_uploaded_files(files)