cr

chat.py

@@ -0,0 +1,27 @@
+from transformers import pipeline
+insurance_context = """
+Insurance is a contract, represented by a policy, in which an individual or entity receives financial protection against losses. 
+Common types include life insurance, health insurance, auto insurance, and home insurance. 
+Life insurance provides a sum of money to beneficiaries upon the insured's death, while health insurance covers medical expenses.
+Auto insurance offers protection against vehicle-related accidents and damages. Home insurance covers damages to one’s property.
+"""
+qa_pipeline = pipeline("question-answering", model="distilbert-base-uncased-distilled-squad")
+def ask_question(question, context=insurance_context):
+    # Use the model to answer the question based on the context
+    response = qa_pipeline({
+        'question': question,
+        'context': context
+    })
+    return response['answer']
+
+def chat():
+    print("Hello! I'm your insurance Q&A chatbot. Ask me anything about insurance.")
+    while True:
+        user_input = input("You: ")
+        
+        if user_input.lower() in ["exit", "quit"]:
+            print("Thank you for using the chatbot. Goodbye!")
+            break
+        answer = ask_question(user_input)
+        print("Bot:", answer)
+chat()