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Analyze local or downloaded social video files with the official Gemini API, especially for TikTok/Reels benchmark breakdowns, script decomposition, and structured JSON outputs. Use this when you need video-level analysis beyond metadata, including uploading video files, prompting Gemini 3.1 Pro Preview, and linking results back to source metadata.