summarize

You can summarize long articles and YouTube videos by passing their links to a CLI tool that extracts content and generates a condensed output. This approach supports best-effort transcript extraction for quick understanding without manual reading.

Yes, you can extract YouTube transcripts using best-effort extraction directly from the video URL. The tool processes the link via CLI and optionally uses an Apify fallback to ensure you get a readable text summary without watching the video.

Yes, the summarization tool supports JSON output mode alongside extract-only and standard text formats. This enables you to return structured data from URLs and local files, allowing direct integration of the summarized content into other applications.

The best way to summarize local files and web pages in one workflow is using a CLI-first summarization tool. It accepts both URLs and local file paths, applying a configurable LLM provider model to generate consistent, condensed outputs across different content sources.

You do not need Firecrawl or Apify API tokens for basic URL analysis, but they are required for optional fallback extraction paths. Configuring these tokens enables advanced content digestion and YouTube transcript extraction when direct extraction methods are unavailable.

You should use extract-only mode instead of full summarization when you need the raw text content of a web page without LLM processing. This mode bypasses the summarization step, providing the extracted document content directly for custom analysis or storage.