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+FROM node:20-alpine AS builder
+RUN apk add --no-cache libc6-compat
+WORKDIR /app
+
+# Install dependencies based on the preferred package manager
+COPY frontend .
+
+RUN npm i
+RUN npm run build
+RUN ls -al
+
+FROM python:3.10-slim AS backend
+WORKDIR /app
+
+RUN useradd -m -u 1000 user
+# RUN apt-get update && apt-get install --no-install-recommends -y \
+#     git ffmpeg curl gnupg \
+#     && apt-get clean && rm -rf /var/lib/apt/lists/*
+
+# RUN useradd -m -u 1000 user
+
+RUN apt-get update && apt-get install --no-install-recommends -y \
+    git \
+    ffmpeg \
+    curl \
+    gnupg
+
+COPY ./requirements.txt .
+# RUN pip install torch transformers -U
+RUN pip install --no-cache-dir --upgrade -r /app/requirements.txt
+
+USER user
+
+EXPOSE 5000
+
+ENV HOME=/home/user \
+    PATH=/home/user/.local/bin:$PATH
+
+
+WORKDIR $HOME/app
+
+# WORKDIR /app
+COPY --from=builder /app/build ./static
+COPY . .    
+
+
+CMD ["python", "app.py"]
+
+
+