Create app.py

app.py

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+import streamlit as st
+from transformers import pipeline
+
+# Load the translation pipeline
+translator = pipeline("translation_en_to_es", model="Helsinki-NLP/opus-mt-en-es")
+
+# Set the Streamlit app title
+st.title("Machine Translation with Hugging Face")
+
+# Define the input text area
+input_text = st.text_area("Enter text in English to translate to Spanish:", height=200)
+
+# Define the translate button
+translate_button = st.button("Translate")
+
+# If the translate button is clicked
+if translate_button:
+    # Translate the input text
+    output_text = translator(input_text, max_length=1000)[0]['translation_text']
+    # Display the output text
+    st.text_area("Translated text in Spanish:", value=output_text, height=200)