Create app.py

app.py

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+import gradio as gr
+from sentence_transformers import SentenceTransformer, util
+
+model = SentenceTransformer('sentence-transformers/paraphrase-mpnet-base-v2')
+
+def compute_similarity(text1, text2):
+    embeddings = model.encode([text1, text2])
+    similarity = util.cos_sim(embeddings[0], embeddings[1])
+    return float(similarity)
+
+iface = gr.Interface(
+    fn=compute_similarity,
+    inputs=["text", "text"],
+    outputs="number",
+    title="Sentence Similarity with paraphrase-mpnet-base-v2",
+    description="Compute the cosine similarity between two sentences."
+)
+
+iface.launch()