Multi-stage Docker build: Stage 1 compiles llama-cpp-python to wheel, Stage 2 installs pre-built wheel - NO TIMEOUT! Pre-download fast-chat model at build time.

Switch to Ollama for zero-compilation deployment - pre-downloads models at startup