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@@ -1,4 +1,4 @@
-FROM python:3.12-slim
+FROM python:3.11-slim
 
 # System dependencies for OpenCV
 RUN apt-get update && apt-get install -y --no-install-recommends \
@@ -13,9 +13,12 @@ ENV PATH="/home/user/.local/bin:$PATH"
 
 WORKDIR /app
 
-# Install Python dependencies
+# Install Python dependencies in stages to avoid OOM
 COPY --chown=user requirements.txt .
-RUN pip install --no-cache-dir --user -r requirements.txt
+RUN pip install --no-cache-dir --user fastapi uvicorn python-multipart python-dotenv Pillow numpy
+RUN pip install --no-cache-dir --user opencv-contrib-python-headless
+RUN pip install --no-cache-dir --user rembg[cpu]
+RUN pip install --no-cache-dir --user google-genai
 
 # Copy application code
 COPY --chown=user . .