Go to example tasks

Convert PDFs to Markdown chunks for RAG

Turns PDF files into clean Markdown, keeping tables, and splits the text into chunks of about 1,500 characters ready to embed in a vector database for a RAG chatbot or an AI agent.

Try for free
PDF, Word, Excel & PowerPoint to Markdown for RAG
PDF, Word, Excel & PowerPoint to Markdown for RAGpropped_cloak/document-to-markdown
File
Format
Pages
Tables
+4 fields
Text
Number
Boolean
List
Object

Input

Document URLs(required):https://raw.githubusercontent.com/microsoft/markitdown/main/packages/markitdown/tests/test_files/test.pdf
RAG chunk size (characters):1500

Output fields

File
Format
Pages
Tables
Characters
Source
Markdown (large files)
Error

How it works

Sign up on Apify or log in

The PDF, Word, Excel & PowerPoint to Markdown for RAG Actor is ready to run with the inputs already set for "Convert PDFs to Markdown chunks for RAG". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Convert PDFs to Markdown chunks for RAG" task

The PDF, Word, Excel & PowerPoint to Markdown for RAG 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 "Convert PDFs to Markdown chunks 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 file, format, 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 "Convert PDFs to Markdown chunks for RAG" task via API.

Image

Integrate "Convert PDFs to Markdown chunks for RAG" into your workflow

Connect "Convert PDFs to Markdown chunks for RAG" 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