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app.py

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+from fastapi import FastAPI
+from transformers import pipeline
+
+##create new fast api app instance 
+app=FastAPI()
+
+#initialize the text genration pipeline
+pipe = pipeline("text2text-generation", model="google/flan-t5-small")
+
+@app.get("/")
+def home():
+    return {"message":"Hello World"}
+
+
+@app.get("/generate")
+def generate(text:str):
+    output=pipe(text)
+    return{"output":output[0]['generate_text']}

requirements.txt

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+fastapi==0.74.*
+requests==2.27.*
+uvicorn[standard]==0.17.*
+torch==1.11.*
+transformers==4.*
+sentencepiece==0.1.*