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The YouTube Transcript Analyzer streamlines the process of extracting knowledge from video content by downloading and processing transcripts using yt-dlp. It intelligently chunks long-form content to fit within AI context windows, provides timestamp-referenced summaries, and offers context-aware analysis to show exactly how a video's concepts apply to your current codebase or project requirements.