Upload 3 files

Dockerfile

@@ -0,0 +1,26 @@
+## Use official py3.9
+FROM python:3.9
+
+## Set the workdir
+WORKDIR /code
+
+## CPY 
+COPY ./requirements.txt /code/requirements.txt
+
+## Install
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+
+## Set up a new user
+USER user
+
+# Set env
+ENV HOME=/home/user \
+    PATH=/home/user/.local/bin:$PATH
+
+# Setr Wrkdir
+WORKDIR $HOME/app
+
+# copy 
+COPY --chown=user . $HOME/app
+
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]

app.py

@@ -0,0 +1,17 @@
+from fastapi import FastAPI
+from transformers import pipeline
+
+app=FastAPI()
+
+pipe=pipeline("text2text-generation", model="google/flan-t5-small")
+
+@app.get("/")
+def home():
+    return{"Hello World"}
+
+@app.get("/generate")
+def generate(text:str):
+    output=pipe(text)
+
+    #Return json response
+    return{"output":output[0]['generated_text']}

requirements.txt

@@ -0,0 +1,6 @@
+fastapi==0.74.*
+requests==2.27.*
+uvicorn[standard]==0.17.*
+sentencepiece==0.1.*
+torch==1.11.*
+transformers==4.*