Create app.py

app.py

@@ -0,0 +1,21 @@
+import gradio as gr
+from InstructorEmbedding import INSTRUCTOR
+
+def represent_science_title(instruction, sentence):
+    model = INSTRUCTOR('hkunlp/instructor-xl')
+    embeddings = model.encode([[instruction, sentence]])
+    print("Embeddings:", embeddings)
+    return embeddings
+
+title_representor = gr.Interface(
+    fn=represent_science_title,
+    inputs=[
+        gr.inputs.Textbox(label="Instruction"),
+        gr.inputs.Textbox(label="Sentence")
+    ],
+    outputs="text",
+    title="Science Title Representation",
+    description="Enter an instruction and a sentence to represent the science title using the Instructor model."
+)
+
+title_representor.launch()