youtube-transcript

You can extract auto-generated transcripts by using Playwright to drive a Chromium browser and retrieve the video's spoken content. This process captures both metadata and transcript text, saving the output as structured Markdown files for automated analysis.

Yes, YouTube transcript extraction requires Playwright and PyYAML to function properly. Playwright drives the Chromium browser to access the video page and capture the auto-generated transcript, while PyYAML formats the extracted metadata into structured Markdown.

The best way to save YouTube transcripts as Markdown files with YAML front-matter is to automate the extraction process using a browser automation tool. This captures video metadata and spoken content, structuring them directly into a formatted Markdown document for research.

Yes, you can automate YouTube transcript extraction to streamline academic research and documentation. By driving a Chromium browser with Playwright, the system automatically retrieves spoken video content and metadata, generating structured Markdown files for immediate analysis.

Limitations of browser-based transcript extraction include reliance on auto-generated captions and the need for a running Chromium environment. If a video lacks auto-generated transcripts, the Playwright automation will not be able to extract the spoken content.

YouTube transcript extraction tools format metadata into structured Markdown by capturing video details and spoken content via Playwright, then using PyYAML to generate YAML front-matter. This creates a standardized Markdown document ready for integration into existing research workflows.