Create app.py

app.py

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+import gradio as gr
+from wordllama import WordLlama
+
+# Load the default WordLlama model
+wl = WordLlama.load()
+
+# Define the function that calculates similarity between two sentences
+def calculate_similarity(sentence1, sentence2):
+    similarity_score = wl.similarity(sentence1, sentence2)
+    return similarity_score
+
+# Define Gradio interface
+iface = gr.Interface(
+    fn=calculate_similarity,
+    inputs=[
+        gr.inputs.Textbox(lines=2, placeholder="Enter first sentence..."),
+        gr.inputs.Textbox(lines=2, placeholder="Enter second sentence...")
+    ],
+    outputs="number",
+    title="Sentence Similarity with WordLlama",
+    description="Calculate the similarity between two sentences using the WordLlama model from Hugging Face."
+)
+
+# Define five example inputs
+examples = [
+    ["I went to the car", "I went to the pawn shop"],
+    ["The cat is on the roof", "A dog is in the yard"],
+    ["She loves playing tennis", "She enjoys sports"],
+    ["This is a bright day", "It's a sunny morning"],
+    ["I bought a new phone", "I got a new mobile"]
+]
+
+iface.launch(share=True, examples=examples)