: Accessing footage of past "cast members" who are no longer on the live platform. Time-Shifting
The existence and consumption of these archives intersect with several complex legal areas. reallifecam archive
| Module | Responsibilities | Suggested Tech | |--------|-------------------|----------------| | | Populate DB rows on ingest; keep them in sync with object store. | Python (FastAPI) or Node (NestJS). | | Keyword Extraction | Optional: run OCR on frames, audio transcription, object detection to enrich tags. | AWS Rekognition, Google Cloud Video Intelligence, or open‑source (YOLO + Tesseract). | | Search Engine | Index metadata + generated tags; support fuzzy match & date range. | Elasticsearch 8.x (managed) or Typesense for lighter footprint. | | Access‑Control Middleware | Enforce privacy flags, user‑role checks before returning URLs. | OAuth2/JWT + policy engine (OPA). | | Thumbnail/Clip Service | Generate on‑the‑fly 10‑second preview clips for search results. | FFmpeg + Lambda/Cloud Functions; cache in CDN. | | Analytics | Log searches, playback starts, bookmark actions for metrics. | Snowflake/BigQuery + Looker/Metabase dashboards. | : Accessing footage of past "cast members" who
: Ensuring that the transition from a "Live" feed to an "Archived" clip is seamless for the end-user. The Ethical and Privacy Minefield | Python (FastAPI) or Node (NestJS)