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Convert a research paper PDF to Markdown and RAG chunks

Turns an arXiv PDF (Attention Is All You Need) into clean Markdown plus heading-aware chunks of about 512 tokens, ready for a vector database. Each chunk keeps its heading path and page for citations. Paste any PDF, DOCX or PPTX URL instead.

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PDF to Markdown & Text Extractor (Failed Files Free)
PDF to Markdown & Text Extractor (Failed Files Free)locaihost/doc-to-markdown
File name
#
Chunk count
Heading path
+4 fields
Text
Number
Boolean
List
Object

Input

Document URLs
url:https://arxiv.org/pdf/1706.03762
Also add chunks to each document item:true
Chunk size (tokens):512

Output fields

File name
#
Chunk count
Heading path
Page
Tokens
Text
Id

How it works

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The PDF to Markdown & Text Extractor (Failed Files Free) Actor is ready to run with the inputs already set for "Convert a research paper PDF to Markdown and RAG chunks". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Convert a research paper PDF to Markdown and RAG chunks" task

The PDF to Markdown & Text Extractor (Failed Files Free) Actor will start running based on the input automatically. You can also change all the input fields, like document urls, also add chunks to each document item, and more, to match your specific use case.

Receive the "Convert a research paper PDF to Markdown and 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 file name, #, chunk count, 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 a research paper PDF to Markdown and RAG chunks" task via API.

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