Go to example tasks

Crawl a documentation site into RAG chunks

Crawls a documentation site over HTTP, keeps only the main content of each page and splits it into RAG chunks with heading paths and token estimates. Change the start URL to your own docs and raise Max pages.

Try for free
Website Content Crawler to Markdown for RAG & LLMs
Website Content Crawler to Markdown for RAG & LLMsrod_analytics/website-to-markdown
URL
Title
Chunks
Text
Number
Boolean
List
Object

Input

Start URLs
url:https://docs.apify.com/academy
Max pages:25
Split into RAG chunks:true

Output fields

URL
Title
Chunks

How it works

Sign up on Apify or log in

The Website Content Crawler to Markdown for RAG & LLMs Actor is ready to run with the inputs already set for "Crawl a documentation site into RAG chunks". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Crawl a documentation site into RAG chunks" task

The Website Content Crawler to Markdown for RAG & LLMs Actor will start running based on the input automatically. You can also change all the input fields, like start urls, max pages, and more, to match your specific use case.

Receive the "Crawl a documentation site into RAG chunks" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as URL, title, and chunks.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Crawl a documentation site into RAG chunks" task via API.

Image

Integrate "Crawl a documentation site into RAG chunks" into your workflow

Connect "Crawl a documentation site into RAG chunks" with 100+ integrations, or run it via API or MCP.

Webhook

Webhook

n8n

n8n

Make

Make

Zapier

Zapier

Airbyte

Airbyte

Keboola

Keboola

IFTTT

IFTTT

Hubspot

Hubspot

GDrive

GDrive

Gmail

Gmail

Apify MCP

Apify MCP

GitHub

GitHub

Slack

Slack

LangChain

LangChain

LlamaIndex

LlamaIndex

Flowise

Flowise

Pinecone

Pinecone

OpenAI

OpenAI

Mastra

Mastra

Clay

Clay