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Enables an LLM to actually watch videos, GIFs, animated WebP and static images by sampling scene-change frames into a single grid image alongside any available subtitle text, including Bilibili videos fetched through the official API. It also exposes metadata-only lookups for deciding whether a video is worth watching and a recent-frames mode for seeing how a clip ends.