Create app.py

app.py

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+import streamlit as st
+from transformers import pipeline
+
+# Initialize question-answering pipeline
+qa_model = pipeline("question-answering", model="distilbert-base-cased-distilled-squad")
+
+st.title("Question-Answering System")
+st.write("Provide a paragraph and ask a question to get an answer.")
+
+context = st.text_area("Enter the context paragraph:", placeholder="Paste your context here...")
+question = st.text_input("Enter your question:", placeholder="Ask something about the context...")
+
+if st.button("Get Answer"):
+    if not context.strip() or not question.strip():
+        st.error("Please provide both a context and a question.")
+    else:
+        with st.spinner("Finding the answer..."):
+            answer = qa_model(question=question, context=context)
+            st.subheader("Answer:")
+            st.write(answer["answer"])