Update app.py

app.py

@@ -41,15 +41,30 @@ def initialize(pdf_file, question):
                 # Load the GeminiPro model
                 model = genai.GenerativeModel('gemini-pro')
 
-                # ... rest of your code for processing context and question
+                # Option 1: Using GeminiPro's Text Generation (if applicable)
 
-                # Generate answer using GeminiPro's predict method (replace with the appropriate method)
-                generated_answer = model.predict(inputs=prompt)  # Assuming a 'predict' method
+                # Check if the model has a 'generate' method (or similar) - adjust based on actual method
+                if hasattr(model, 'generate'):
+                    # Process context and question (already done)
 
-                # Extract the answer (parse the output from 'predict')
-                # ... (implementation depends on the model's output format)
+                    # Generate answer using GeminiPro's generate method
+                    generated_answer = model.generate(prompt=prompt)  # Replace with the appropriate method
+
+                    # Extract the answer (parse the output from 'generate')
+                    # ... (implementation depends on the model's output format)
+
+                    return generated_answer
+
+                # Option 2: Alternative LLM Integration (if GeminiPro methods not suitable)
+
+                # Replace this section with code using an alternative library/framework
+                # for question answering (e.g., transformers, haystack)
+                # Ensure the code integrates with your chosen LLM and handles context processing,
+                # question answering, and answer extraction.
+
+                # Example placeholder (replace with your actual implementation):
+                # return "Alternative LLM integration not yet implemented."
 
-                return generated_answer
             else:
                 return "Error: The uploaded file could not be found."
         else:
@@ -72,10 +87,3 @@ interface = gr.Interface(
 
 # Launch the interface
 interface.launch()
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