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@@ -1,15 +1,22 @@
 FROM python:3.11-slim
 
 # Install system dependencies
-# ffmpeg for audio/video processing
-# poppler-utils for pdf2image
-# default-libmysqlclient-dev or unixodbc-dev if needed for DB
 RUN apt-get update && apt-get install -y \
     ffmpeg \
     poppler-utils \
     libvips-dev \
     curl \
     git \
+    unixodbc \
+    unixodbc-dev \
+    gnupg2 \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install Microsoft ODBC Driver for SQL Server (required for pyodbc on Linux)
+RUN curl https://packages.microsoft.com/keys/microsoft.asc | apt-key add - \
+    && curl https://packages.microsoft.com/config/debian/11/prod.list > /etc/apt/sources.list.d/mssql-release.list \
+    && apt-get update \
+    && ACCEPT_EULA=Y apt-get install -y msodbcsql17 \
     && rm -rf /var/lib/apt/lists/*
 
 # Set the working directory
@@ -21,7 +28,7 @@ COPY requirements.txt .
 # Install dependencies
 RUN pip install --no-cache-dir -r requirements.txt
 
-# Create a non-root user (Hugging Face requirement for security)
+# Create a non-root user
 RUN useradd -m -u 1000 user
 USER user
 ENV HOME=/home/user \
@@ -29,14 +36,12 @@ ENV HOME=/home/user \
 
 WORKDIR $HOME/app
 
-# Copy the rest of the application code
+# Copy the application code
 COPY --chown=user . $HOME/app
 
-# Fix permissions for any local storage if needed
+# Fix permissions
 RUN mkdir -p $HOME/app/assets && chmod 777 $HOME/app/assets
 
-# Use port 7860 as it's the default for Hugging Face Spaces
 EXPOSE 7860
 
-# Command to run the application
 CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]