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HTML to Markdown to embeddings: a RAG ingestion pipeline in ~50 lines of JavaScript

This story is from 2026-09-26. It is preserved in the archive; the latest stories are on the live feed.

Every RAG system has the same boring first mile: fetch a page, strip the HTML noise, split the text, embed the chunks, put the vectors somewhere useful. Most tutorials spend 300 words on BeautifulSoup selectors. Here is the version where the first mile is one API call, in about 50 lines. Step 1: UR…

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  1. 2026-09-26 08:35 · DEV Community — AI
    HTML to Markdown to embeddings: a RAG ingestion pipeline in ~50 lines of JavaScript

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