Update main.py

main.py

@@ -1,32 +1,21 @@
-from fastapi import FastAPI
-from fastapi.staticfiles import StaticFiles
-from fastapi.responses import FileResponse
-
+#Imporing required libraries
 from transformers import pipeline
-
 import gradio as gr
 
-#app = FastAPI()
-
+# Defining the pipeline and the model
 pipe_flan = pipeline("text-generation", model="gpt2")
 
-#@app.get("/infer_gpt2")
-def gpt2(input):
+# Text generation
+def generator(input):
     output = pipe_flan(input, max_length=130, num_return_sequences=1)
-    #return {"output": output[0]["generated_text"]}
     return output[0]["generated_text"]
 
-#app.mount("/", StaticFiles(directory="static", html=True), name="static")
-
-#@app.get("/")
-#def index() -> FileResponse:
-#    return FileResponse(path="/app/static/index.html", media_type="text/html")
-
+# Creating the Gradio Interface
 demo = gr.Interface(
-    fn=gpt2,
+    fn=generator,
     inputs=gr.inputs.Textbox(lines=5, label="Input Text"),
     outputs=gr.outputs.Textbox(label="Generated Text")
 )
 
-
+# Lauching the Gradio Interface
 demo.launch(server_name="0.0.0.0", server_port=7860)