Add Gradio app to run model inference

app.py

@@ -1,7 +1,20 @@
 import gradio as gr
+from transformers import pipeline
 
-def greet(name):
-    return "Hello " + name + "!!"
+# Load your model from Hugging Face Hub
+pipe = pipeline("text-generation", model="AgileGenAI/JIRA-story-point-increment-predictor")
+
+# Define inference function
+def predict(prompt):
+    result = pipe(prompt, max_new_tokens=100)
+    return result[0]["generated_text"]
+
+# Create a simple Gradio interface
+demo = gr.Interface(
+    fn=predict,
+    inputs=gr.Textbox(label="Enter prompt"),
+    outputs=gr.Textbox(label="Predicted output"),
+    title="JIRA Story Point Increment Predictor"
+)
 
-demo = gr.Interface(fn=greet, inputs="text", outputs="text")
 demo.launch()

requirements.txt

@@ -0,0 +1,3 @@
+transformers
+torch
+gradio