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Browse files- Dockerfile +13 -0
- app.py +17 -0
- requirements.txt +3 -0
Dockerfile
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FROM python:3.9
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RUN useradd -m -u 1000 user
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USER user
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ENV PATH="/home/user/.local/bin:$PATH"
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WORKDIR /app
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COPY --chown=user ./requirements.txt requirements.txt
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RUN pip install --no-cache-dir --upgrade -r requirements.txt
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COPY --chown=user . /app
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CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]
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app.py
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import asyncio
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from fastapi import FastAPI
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from fastapi.responses import JSONResponse
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from gradio_client import Client
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app = FastAPI()
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client = Client("vikhyatk/moondream1")
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def get_caption(image: str, question: str):
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result = client.predict(image, question, api_name="/answer_question")
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return result.strip()
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@app.post("/caption")
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async def captioning(image: str, question):
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return JSONResponse({"caption": asyncio.to_thread(get_caption, image, question)})
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requirements.txt
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fastapi
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uvicorn[standard]
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gradio-client
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