Feed your RAG pipeline clean web data
Turn any website into clean, chunk-ready markdown, so your chatbot answers from real, current content instead of guesses.
The problem
Bad context, bad answers.
Your chatbot is only as good as its context. Copying pages by hand doesn’t scale, and raw HTML is full of menus, ads and scripts that burn tokens and confuse retrieval.
Raw HTML
help.example.com
Home · Pricing · Login
menu
50% off — buy now!
ad
Plans renew monthly…
the answer
tracking.js loaded
script
94% noise goes in
Chatbot
When do plans renew?
I can’t find that.
wrong answer
How Pline helps
Point Pline at a site. Map finds every page, Crawl pulls them all as clean markdown. Chunk it, embed it, and your LLM answers from real, current content, not guesses.
help.example.com
412 pages
messy HTML
Map
Crawl
Clean
markdown
.md
.md
.md
412 pages
ready to chunk
How it flows
From website to vector DB
