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⇱ Zendesk to RAG Markdown Scraper | Clean AI Training Data [DEPRECATED] · Apify

👁 Zendesk to RAG Markdown Scraper avatar

Zendesk to RAG Markdown Scraper

Deprecated

Pricing

from $5.00 / 1,000 results

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Zendesk to RAG Markdown Scraper

Deprecated

Crawl any Zendesk Help Center and extract pristine, semantic Markdown optimized for LLMs, RAG pipelines, and Vector Databases. Automatically strips HTML junk, navigation bars, and footers to provide high-accuracy AI training data.

Pricing

from $5.00 / 1,000 results

Rating

0.0

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Developer

👁 Gonds Studio

Gonds Studio

Maintained by Community

Actor stats

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Bookmarked

4

Total users

1

Monthly active users

4 months ago

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🧠 Zendesk to RAG Markdown Pipeline

Stop feeding hallucination-inducing HTML to your LLMs.

This enterprise-grade Actor recursively crawls any Zendesk Help Center, rigorously sanitizes the DOM, and converts articles into pristine, semantic Markdown. It is engineered specifically for AI Automation Agencies building Retrieval-Augmented Generation (RAG) pipelines, Vector Databases (Pinecone, Weaviate), and custom LLM agents.

🔥 Why This Actor is Different

Standard web scrapers pull raw HTML, polluting your vector embeddings with navigation bars, footers, script tags, and empty CSS layout <div> elements.

This pipeline uses a custom DOM-parsing engine to strip the noise and extract only the core knowledge, saving you thousands of LLM token costs and drastically improving response accuracy.

⚡ Key Features

  • Semantic Markdown Conversion: Preserves ATX headings (###), fenced code blocks, bulleted lists, and inline hyperlinks.
  • Contextual Breadcrumbs: Extracts the category hierarchy for each article so your Vector DB retains the exact contextual structure.
  • Smart Routing: Automatically ignores Zendesk language switchers, login pages, and ticket submission forms to save compute costs.
  • Headless-Free Speed: Built on Cheerio (HTTP-only) for blazing-fast, low-compute extraction.

🛠️ Perfect For

  • LangChain & LlamaIndex document loaders.
  • n8n / Make.com automated AI agent workflows.
  • Training data preparation for fine-tuning OpenAI or Anthropic models.
  • Migrating Zendesk documentation to Notion, Obsidian, or GitHub Pages.

📥 Input Parameters

  • startUrls: The root URL(s) of the target Zendesk Help Center (e.g., https://help.kickstarter.com/hc/en-us).
  • maxPagesPerCrawl: Safety limit for the number of pages to scan (Default: 1000).

📤 Output Payload (JSON to Markdown)

Each article is pushed to your dataset as a strongly-typed JSON object, ready for immediate database injection:

{
"url":"https://help.kickstarter.com/hc/en-us/articles/115004996453-What-is-Kickstarter",
"title":"What is Kickstarter?",
"breadcrumbs":[
"Kickstarter basics",
"What are the basics?"
],
"markdown":"Kickstarter is a funding platform for creative projects. Everything from films, games, and music to art, design, and technology...\n\n### How it works\nEvery project creator sets their project's funding goal and deadline.",
"scrapedAt":"2026-02-22T00:32:40.000Z"
}

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