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Website to Markdown chunks for LLM embeddings

Converts web pages to Markdown and splits them into overlapping chunks sized for embeddings, so you can feed a website straight into a vector store or chatbot without writing a crawler.

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Website to Markdown Crawler for LLM & RAG
Website to Markdown Crawler for LLM & RAGparth-tools/website-to-markdown-crawler
URL
Title
Words
~Tokens
+2 fields
Text
Number
Boolean
List
Object

Input

Start URLs(required)
url:https://docs.apify.com/platform/actors
Max pages:10
Chunk size (characters):1500
Chunk overlap (characters):200

Output fields

URL
Title
Words
~Tokens
Markdown
Error

How it works

Sign up on Apify or log in

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

Start the "Website to Markdown chunks for LLM embeddings" task

The Website to Markdown Crawler for LLM & RAG 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 "Website to Markdown chunks for LLM embeddings" 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, words, and more.

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 "Website to Markdown chunks for LLM embeddings" task via API.

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Integrate "Website to Markdown chunks for LLM embeddings" into your workflow

Connect "Website to Markdown chunks for LLM embeddings" with 100+ integrations, or run it via API or MCP.

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