Create app.py

app.py

@@ -0,0 +1,26 @@
+from transformers import pipeline
+import gradio as gr
+from fastapi import FastAPI
+from gradio_client import Client
+from typing import Union
+
+
+app = FastAPI()
+
+chatbot = pipeline(model="facebook/blenderbot-400M-distill")
+
+def DS_chatbot(message,history):
+    conversation = chatbot(message)
+    return conversation[0]['generated_text']
+
+io = gr.ChatInterface(DS_chatbot, title=" DS Chatbot", description="Enter text to start chatting.")
+@app.get("/")
+def read_main():
+    return {"message": "Append /gradio to the url to see gradio the interface"}
+
+@app.get("/hello/{name}")
+def read_name(name: Union[str, None] = None):
+    return { "Hey!": name}
+
+# Mount the Gradio app onto the FastAPI app
+app = gr.mount_gradio_app(app, io, path='/gradio')