Create app.py

app.py

@@ -0,0 +1,27 @@
+import gradio as gr
+from transformers import pipeline
+
+# model = AutoModelForCausalLM.from_pretrained("Karzan/ckb-gpt2-medium-base-test-1024")
+model_id = "Karzan/bart-qa-ckb"
+pipe = pipeline("text2text-generation", model=model_id,max_answer_len=300,handle_impossible_answer=True,top_k=1)
+
+
+def func(context, question):
+    result = pipe(question = question, context=context)
+    return result['answer']
+
+
+text_input = gr.Textbox(lines=10, placeholder="Enter your text here", label="Your Text")
+text_outputs = gr.Textbox(lines=10)
+# submit_btn = gr.Button(value="Generate",variant="secondary")
+
+interface = gr.Interface(
+    fn=func,
+    inputs=text_input,
+    inputs=[gr.Textbox(lines=7, label="Context paragraph"), gr.Textbox(lines=2, label="Question")],
+    outputs=[gr.Textbox(label="Answer"), gr.Textbox(label="Score")],
+    # submit_btn=submit_btn,
+)
+
+if __name__ == "__main__":
+    interface.launch()