Update default Groq model to openai/gpt-oss-120b and fix Dockerfile reranker model

Bake AI models directly into Docker image to prevent timeouts

Add 📈 emoji favicon to UI

Updated README

Fix requirements for FastAPI backend

Add Hugging Face configuration

Track pkl and png with LFS

Ready for production with LFS for PDFs

Initial commit