Media processing & retrieval

Video-to-research pipeline

Turn a video into timestamped transcripts, sampled frames, extracted text and connected research context.

Keep the timestamp with the evidence

Speech, screen content and optional visual captions can be combined without losing the moment each came from. This makes later retrieval useful for checking an answer against the recording.

Build a repeatable processing path

Single-video and batch scripts support transcripts, frames, OCR and merged context. It is a focused research pipeline alongside the wider local AI platform, not a claim that all platform capabilities are activated.

Scope & evidence

Source includes single and batch processing, retained output folders and tests. Output-folder counts are not a count of independently validated successful runs.

SourcesPC · video research source

PC · video research source: Processing scripts, tests and retained output structure.