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app.py

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+import gradio as gr
+from transformers import pipeline
+
+# Load translation pipeline
+translator = pipeline("translation", model="Helsinki-NLP/opus-mt-tc-big-en-es")
+
+def translate_text(text):
+    result = translator(text, max_length=400)
+    return result[0]["translation_text"]
+
+# Gradio interface
+iface = gr.Interface(
+    fn=translate_text,
+    inputs="text",
+    outputs="text",
+    title="English to Spanish Translator",
+    description="Translate English sentences into Spanish using a pre-trained NLP model."
+)
+
+iface.launch()

requirements.txt

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+transformers
+gradio
+torch
+sentencepiece