# From Raw HTML to RAG-Ready Content with Node.js and MarkRAG

<p>Web pages contain valuable information, but extracting that information for an LLM or a Retrieval-Augmented Generation (RAG) pipeline is not always straightforward.</p> <p>A typical website contains navigation menus, scripts, styles, advertisements, tracking elements, and other content that your AI application probably doesn't need.</p> <p>Sending all that HTML directly to an LLM can waste toke

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