Chunk web pages by Markdown headings for RAG

Created by

Actor Factory

Actor

RAG Chunker: split web content for vector databases

Free demo on sample pages: 1500-character chunks split at headings.

Try for free

RAG Chunker: split web content for vector databasesucchiii/rag-chunker

Url

Title

Heading path

Chunk index

+5 fields

Input

Text field:markdown

Chunk size (characters):1500

Chunk overlap (characters):200

Split strategy:markdown-headings

Output fields

Url

Title

Heading path

Chunk index

Chunk count

Text

Char count

Approx tokens

Language code

How it works

Sign up on Apify or log in

The RAG Chunker: split web content for vector databases Actor is ready to run with the inputs already set for "Chunk web pages by Markdown headings for RAG". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Chunk web pages by Markdown headings for RAG" task

The RAG Chunker: split web content for vector databases Actor will start running based on the input automatically. You can also change all the input fields, like text field, chunk size (characters), and more, to match your specific use case.

Receive the "Chunk web pages by Markdown headings for RAG" 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, heading path, 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 "Chunk web pages by Markdown headings for RAG" task via API.