Add app

app.py

@@ -0,0 +1,37 @@
+import gradio as gr
+from scipy.spatial.distance import cosine
+from sentence_transformers import SentenceTransformer
+
+
+model = SentenceTransformer("AI-Growth-Lab/PatentSBERTa")
+
+
+def get_sim(anchor: str, target: str) -> float:
+    anchor_embed = model.encode([anchor])
+    target_embed = model.encode([target])
+    return float(1 - cosine(anchor_embed, target_embed))
+
+
+anchor_input = gr.inputs.Textbox(lines=1, placeholder="Anchor")
+target_input = gr.inputs.Textbox(lines=1, placeholder="Target")
+
+sim_output = gr.outputs.Textbox(type="number", label="Similarity")
+
+examples = [
+    ["renewable power", "renewable energy"],
+    ["previously captured image", "image captured previously"],
+    ["labeled ligand", "container labelling"],
+    ["gold alloy", "platinum"],
+    ["dissolve in glycol", "family gathering"],
+]
+
+iface = gr.Interface(
+    fn=get_sim,
+    inputs=[anchor_input, target_input],
+    outputs=sim_output,
+    examples=examples,
+    theme="grass",
+)
+
+if __name__ == "__main__":
+    app, local_url, share_url = iface.launch(enable_queue=True)