Upload 3 files

Dockerfile

@@ -0,0 +1,25 @@
+FROM python:3.10-slim 
+
+## set the working directory to /code
+WORKDIR /code 
+
+## Copy the Current directory contents in the conatiner at /code
+
+
+COPY ./requirements.txt /code/requirements.txt
+
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt 
+
+RUN useradd user 
+
+USER user
+
+ENV HOME=/home/user \
+    PATH=/home/user/.local/bin:$PATH
+
+WORKDIR $HOME/app 
+
+COPY --chown=user . $HOME/app
+
+CMD ["uvicorn","app:app","--host","0.0.0.0","--port","7680"] 
+

app.py

@@ -0,0 +1,19 @@
+from fastapi import FastAPI 
+from transformers import pipeline
+
+
+app=FastAPI()
+
+from transformers import 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]['generated_text']}

requirements.txt

@@ -0,0 +1,6 @@
+fastapi 
+requests 
+uvicorn 
+sentencepiece 
+torch 
+transformers