updaded file

Dockerfile

@@ -1,24 +1,40 @@
 FROM python:3.9-slim
 
-WORKDIR /code
+# Install system dependencies
+RUN apt-get update && apt-get install -y \
+    build-essential \
+    git \
+    && rm -rf /var/lib/apt/lists/*
 
-# Create a non-root user
-RUN useradd -m -u 1000 user
-RUN chown -R user:user /code
+WORKDIR /code
 
 # Set environment variables
-ENV TRANSFORMERS_CACHE=/code/.cache
-ENV HF_HOME=/code/.cache
+ENV PYTHONUNBUFFERED=1 \
+    TRANSFORMERS_CACHE=/code/.cache \
+    HF_HOME=/code/.cache
+
+# Create cache directories with proper permissions
+RUN mkdir -p /code/.cache && chmod 777 /code/.cache
 
-# Install dependencies
+# Install Python dependencies first to leverage Docker cache
 COPY requirements.txt .
 RUN pip install --no-cache-dir -r requirements.txt
 
+# Create a non-root user
+RUN useradd -m -u 1000 user \
+    && chown -R user:user /code
+
 # Copy application code
 COPY . .
+RUN chown -R user:user /code
 
 # Switch to non-root user
 USER user
 
+# Download and cache models during build
+RUN python -c "from transformers import AutoProcessor, AutoModelForCausalLM; \
+    processor = AutoProcessor.from_pretrained('microsoft/Florence-2-base', trust_remote_code=True); \
+    model = AutoModelForCausalLM.from_pretrained('microsoft/OmniParser', torch_dtype='float16', trust_remote_code=True)"
+
 # Run the application
-CMD ["uvicorn", "src.api:app", "--host", "0.0.0.0", "--port", "7860"]
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "8000"]