Add application file

caesarfast.Dockerfile

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+FROM python:3.9
+
+WORKDIR /CaesarFastAPI
+VOLUME /home/amari/Desktop/CaesarAI/CaesarFastAPI /CaesarFastAPI
+COPY ./requirements.txt /CaesarFastAPI/requirements.txt
+
+RUN pip install --no-cache-dir --upgrade -r /CaesarFastAPI/requirements.txt
+
+RUN useradd -m -u 1000 user
+
+USER user
+
+ENV HOME=/home/user \
+	PATH=/home/user/.local/bin:$PATH
+
+WORKDIR $HOME/app
+
+COPY --chown=user . $HOME/app
+
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]

main.py

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+from fastapi import FastAPI
+from fastapi.staticfiles import StaticFiles
+from fastapi.responses import FileResponse
+
+from transformers import pipeline
+app = FastAPI()
+
+pipe_flan = pipeline("text2text-generation", model="google/flan-t5-small")
+
+@app.get("/")
+def index() -> FileResponse:
+    return {"hello":"world"}
+
+
+
+
+@app.get("/infer_t5")
+def t5(input):
+    output = pipe_flan(input)
+    return {"output": output[0]["generated_text"]}

requirements.txt

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