Upload 3 files

app.py

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+from fastapi import FastAPI
+from transformers import pipeline
+
+
+# Creating a new FASTAPI app instance  
+app = FastAPI()
+
+# Initialize the text generation pipeline 
+pipe= pipeline()
+# Use a pipeline as a high-level helper 
+pipe = pipeline("text2text-generation", model="google/flan-t5-small")
+
+@app.get("/")
+def home():
+    return{"message":"Hello World"}
+
+# Defining the function to handle the get req.
+@ app.get("/generate")
+def generate_text(inp:str):
+    #Pipeline to generate text from given input text 
+    output = pipe(text)
+    #Return the generated text in Json response 
+    return{"output":output[0]['generated_text']}

requirements.txt

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+fastapi==0.74.*
+requests==2.27.*
+uvicorn[standard]==0.17.*
+sentencepiece==0.1.*
+torch
+transformers==4.*