Delete knowledge_base.py

knowledge_base.py

@@ -1,33 +0,0 @@
-import requests
-from transformers import pipeline
-
-# Load the model and tokenizer using Hugging Face's pipeline
-qa_pipeline = pipeline("question-answering", model="distilbert-base-uncased-distilled-squad")
-
-def load_qa_model():
-    # Initialize any model settings or variables, if needed
-    return qa_pipeline
-
-def get_answer_from_knowledge_base(question):
-    """
-    This function uses a Hugging Face model (DistilBERT) for question answering
-    from a given context.
-    """
-    try:
-        # Example: Using a static context for the model to search for answers
-        context = """
-        Andhra Pradesh (AP) is a state in southern India. The current Chief Minister of Andhra Pradesh is Y. S. Jagan Mohan Reddy.
-        He assumed office in May 2019. Jagan Mohan Reddy is from the Yuvajana Sramika Rythu Congress Party (YSRCP).
-        """
-
-        # Using the question-answering pipeline from Hugging Face
-        result = qa_pipeline(question=question, context=context)
-
-        # Extract and return the answer from the result
-        if result['score'] > 0.1:  # Only return answer if the model is confident
-            return result['answer']
-        else:
-            return None
-    except Exception as e:
-        print(f"Error occurred: {e}")
-        return "Sorry, I couldn't fetch data at the moment. Please try again later."