Final redesign: amber theme, functional session history, logo avatar, smoother Claude-like UX

Add KASIT logo and wire into sidebar + welcome screen

Disconnect student portal from RAG; compress system prompts 80%

Redesign: new UI with geometric K logo, terracotta theme, updated suggestion cards

Fix HF Space color metadata

Deploy KASITBot RAG chatbot