Split PDF into RAG chunks for vector databases

Created by

Andriy Kuzmenko

Actor

Document to Markdown for AI: PDF, OCR, Word, Excel, PowerPoint

Convert PDFs to Markdown and split them into chunks with their nearest heading — ready for embeddings, vector databases and LLM retrieval (RAG).

Try for free

Document to Markdown for AI: PDF, OCR, Word, Excel, PowerPointai_admin/document-to-markdown

Document

Format

Text pages

OCR pages

+3 fields

Input

Document URLs(required)

url:https://api.apify.com/v2/key-value-stores/FloomuI2DrQCJazY8/records/text-3p-en.pdf

RAG chunk size (characters):1000

Output fields

Document

Format

Text pages

OCR pages

Characters

Markdown

Error

How it works

Sign up on Apify or log in

The Document to Markdown for AI: PDF, OCR, Word, Excel, PowerPoint Actor is ready to run with the inputs already set for "Split PDF into RAG chunks for vector databases". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Split PDF into RAG chunks for vector databases" task

The Document to Markdown for AI: PDF, OCR, Word, Excel, PowerPoint Actor will start running based on the input automatically. You can also change all the input fields, like document urls and RAG chunk size (characters), to match your specific use case.

Receive the "Split PDF into RAG chunks for vector databases" 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 document, format, text pages, 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 "Split PDF into RAG chunks for vector databases" task via API.