Create app.py

app.py

@@ -0,0 +1,14 @@
+import gradio as gr
+from sentence_transformers import SentenceTransformer
+
+model_Q = SentenceTransformer('sentence-transformers/all-MiniLM-L12-v2')
+
+def text_to_embedding(text):
+    embedding = model_Q.encode(text)
+    return embedding
+
+inputs = gr.inputs.Textbox(default="Type text here.")
+outputs = gr.outputs.Textbox()
+
+app = gr.Interface(fn=text_to_embedding, inputs=inputs, outputs=outputs, title="Text to Embedding")
+app.launch()