deploy: OCR timeout + KG auto-retry

deploy: chat model picker + gpt-oss-120b default

deploy: hybrid retrieval + reranker

fix: worker embedding load retries on HF transient errors

chore: sync backend code (no worker-path changes)

feat: video ingest (cv2 + ffmpeg)

auth: first/last name model fields

deploy phase 2

initial worker deploy