Since video files are inherently linear and optimized for sequential playback, a major hurdle is efficiently searching for specific "data points" (frames) without re-encoding the whole file.
: For streaming database access, use fragmented MP4s that allow a client to request only the specific "data segments" needed rather than downloading the entire multi-gigabyte file. full db.mp4
: To bypass the lossy nature of video compression, data can be encoded into high-contrast QR-code-like patterns in each frame, ensuring that the original text can be perfectly reconstructed during retrieval. Since video files are inherently linear and optimized