[deploy] Don't commit PDFs to git; upload binaries to the Space via hf upload

[deploy] HF Space packaging: README frontmatter, packages.txt, DEPLOY.md

[fix] Give Ollama a real context window (root cause); deterministic weak-check

[deploy] Keep Modal endpoint warm + preload model for a fast demo

[deploy] Modal-hosted Ollama backend + remote auth headers