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import streamlit as st | |
from transformers import pipeline | |
st.title("Question Answering with Hugging Face") | |
model_name = "distilbert-base-cased-distilled-squad" | |
nlp = pipeline("question-answering", model=model_name) | |
context = st.text_area("Enter the context here:") | |
if not context: | |
st.warning("Please enter a context.") | |
else: | |
question = st.text_input("Enter your question here:") | |
if not question: | |
st.warning("Please enter a question.") | |
else: | |
answer = nlp({"question": question, "context": context}) | |
st.write(f"Answer: {answer['answer']}") | |