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Level 2: Integrated real Sentiment Analysis model

eead084 6 months ago

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FROM python:3.9-slim

WORKDIR /app

# Install dependencies first (to cache this layer)
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt

# Pre-download the model so it's baked into the image
# This prevents the container from downloading it at runtime
RUN python -c "from transformers import pipeline; pipeline('sentiment-analysis', model='distilbert-base-uncased-finetuned-sst-2-english')"

COPY . .

CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000"]

	FROM python:3.9-slim

	WORKDIR /app

	# Install dependencies first (to cache this layer)
	COPY requirements.txt .
	RUN pip install --no-cache-dir -r requirements.txt

	# Pre-download the model so it's baked into the image
	# This prevents the container from downloading it at runtime
	RUN python -c "from transformers import pipeline; pipeline('sentiment-analysis', model='distilbert-base-uncased-finetuned-sst-2-english')"

	COPY . .

	CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000"]