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unfenced.ai

Turn web pages into Markdown for RAG

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Turn web pages into readable Markdown for your retrieval-augmented generation pipeline.

How it works

  1. Fetch your source pages
  2. Validate the Markdown
  3. Index it in your pipeline

Ask your agent

Agent prompt
Use Unfenced to fetch the source URLs as Markdown.
Check delivery, warnings, and whether each page is the intended document.
Keep source URLs and retrieval times with the validated text.
Exclude login walls, incomplete pages, and duplicates.
Prepare the documents for my existing chunking and indexing pipeline.

You get: validated source records for your pipeline. Your application owns embeddings, indexing, and refresh policy.

Before you start

Follow the TypeScript SDK guide for a working code example. Use signed-in reading where authorized account access is required.

Recipe reviewed: 2026-10-04. Results depend on the source website and your account permissions.

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