BYOK: per-session Gemini/Groq keys via gr.State

per-user HF OAuth stores on /data volume

add @spaces.GPU on embed_image/embed_text for ZeroGPU

disable SSR (Node sidecar unstable on Space)

add memory search app: CLIP + FAISS + Gemini vision + timeline heatmap