FInished

Implemented all the necessary files

Dockerfile

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+FROM python:3.9
+
+WORKDIR /code
+
+COPY ./requirements.txt /code/requirements.txt
+
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+
+COPY . .
+
+CMD ["unicorn", "app.main:app", "--host", "0.0.0.0", "--port", "7860"]
+

app.py

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+from fastapi import FastAPI
+from transformers import pipeline
+
+app = FastAPI()
+
+
+pipe = pipeline("text-generation", model="google/flan-t5-small")
+
+
+@app.get("/generate")
+def generate(query: str):
+    output = pipe(query, max_length=50, do_sample=True, top_k=50)   
+    return {"output": output[0]["generated_text"], "query": query, "model": "google/flan-t5-small"}
+

requirements.txt

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+fastapi==0.74.*
+requests==2.27.*
+uvicorn==0.17.*
+sentencepiece==0.01.*
+torch==1.11.*
+transformers==4.*