Update app.py

app.py

@@ -43,7 +43,7 @@ if not api_token:
 
 # Initialize the HuggingFace LLM
 llm = HuggingFaceEndpoint(
-    endpoint_url="https://api-inference.huggingface.co/models/gpt2",
+    endpoint_url="https://api-inference.huggingface.co/models/gpt-3.5-turbo",  # Use a more advanced model
     model_kwargs={"api_key": api_token}
 )
 
@@ -112,13 +112,6 @@ def upload_files(files):
         print(f"Error processing files: {e}")
         return f"Error processing files: {e}"
 
-# Consolidated and simplified context for transfer learning
-transfer_learning_context = """
-Transfer learning means using what we've learned from one thing to help us do another thing. 
-For example, learning to play the piano can help you learn to play the guitar, because both involve understanding musical concepts. 
-Similarly, understanding mathematics can help you learn physics, because both involve analytical skills.
-"""
-
 # Single prompt for multiple questions
 prompt_template = """
 Answer the question based on the provided context. 
@@ -204,6 +197,7 @@ demo.launch()
 
 
 
+