Create app.py

app.py

@@ -0,0 +1,28 @@
+from transformers import pipeline
+import pandas as pd
+import gradio as gr
+
+tqa = pipeline(task="table-question-answering", model="google/tapas-large-finetuned-wtq")
+
+query = "what is the highest delta onu rx power?"
+
+def main(filepath, query):
+
+  tableau = pd.read_excel(filepath).head(20).astype(str)
+  result = tqa(table=tableau, query=query)["answer"]
+  return result
+
+
+iface = gr.Interface(
+    fn=main,
+    inputs=[
+        gr.File(type="filepath", label="Upload XLSX file"),
+        gr.Textbox(type="text", label="Enter text"),
+    ],
+    outputs=[gr.Textbox(type="text", label="Text Input Output")],
+    title="TM TableQA Test",
+    description="Upload an XLSX file and/or enter text, and the processed output will be displayed.",
+)
+
+# Launch the Gradio interface
+iface.launch()