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Nothing here touches the library. These operations read the open web and hand back clean text. Prefer search when you have a question and read when you need the text in order. Reach for extract only when the destination is a pipeline rather than a context window. Guides: Read a URL · Rate limits
A cache hit costs one operation and no fresh extraction. Reuse URLs rather than re-extracting.
Last modified on September 13, 2026