Qdrant RAG MCP Server

# Use Python 3.12 for better performance and compatibility with local development FROM python:3.12-slim-bookworm WORKDIR /app # Install system dependencies required for ML libraries and compilation RUN apt-get update && apt-get install -y \ curl \ gcc \ g++ \ git \ libgomp1 \ && rm -rf /var/lib/apt/lists/* # Upgrade pip and install build tools RUN pip install --no-cache-dir --upgrade pip setuptools wheel # Copy requirements first for better caching COPY requirements.txt . # Install Python dependencies with better error handling RUN pip install --no-cache-dir -r requirements.txt || \ (echo "Failed to install requirements, trying with --use-deprecated=legacy-resolver" && \ pip install --no-cache-dir --use-deprecated=legacy-resolver -r requirements.txt) # Make sure python-dotenv is installed for loading environment variables from .env RUN pip install --no-cache-dir python-dotenv # Copy source code and env file COPY src/ ./src/ COPY config/ ./config/ COPY .env .env # Create necessary directories with proper permissions RUN mkdir -p logs data && chmod 755 logs data # Set Python path and optimize Python ENV PYTHONPATH=/app ENV PYTHONUNBUFFERED=1 ENV PYTHONDONTWRITEBYTECODE=1 # Removed health check since it's causing issues # Run as non-root user for security RUN useradd -m -u 1000 appuser && chown -R appuser:appuser /app USER appuser # Run the context-aware server CMD ["python", "src/qdrant_mcp_context_aware.py"]