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PDF to Markdown and Text Extractor for LLM and RAG

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Turn PDFs into clean text and Markdown for LLM and RAG pipelines. Headings from font size and weight, paragraphs reflowed, columns in reading order, repeated headers removed. Optional per-page text and embedding-sized chunks with page range and heading path. Flags scanned PDFs; no OCR.

Pricing

from $4.00 / 1,000 pdf converteds

Rating

0.0

(0)

Developer

Anton Sajin

Actor stats

Bookmarked

Total users

Monthly active users

a day ago

Last modified

Categories

Developer tools

Automation

PDF URLs

pdfUrls

Optional

Direct links to PDF files, one per line. Redirects are followed. Links to an arXiv abstract page or a GitHub file page are pointed at the PDF itself. A link that returns a web page instead of a PDF is reported and not charged.

Type:array

Upload PDF files

pdfFiles

Optional

Upload PDFs from your computer instead of, or in addition to, giving URLs. Each file can be up to 100 MB.

Type:array

Key-value store with PDFs

keyValueStoreId

Optional

Read PDFs that another Actor or your own code saved as records in a key-value store, for example files downloaded by a crawler. By default every record whose key ends in .pdf is read.

Type:string

Record keys

recordKeys

Optional

Keys of the records to read from the key-value store. Leave empty to read every record whose key ends in .pdf.

Type:array

Pages

pageRange

Optional

Pages to read from every PDF, for example 1-5, 8, 12- (12 to the end). Pages are numbered from 1. Leave empty for all pages.

Type:string

Maximum pages per PDF

maxPagesPerDocument

Optional

Stop reading a PDF after this many pages. A PDF is charged once per started 100 pages, so this also caps what one long file can cost. Leave empty for no limit.

Type:integer

Minimum:1

Password

password

Optional

Password for PDFs that need one to open. It is tried on every protected PDF in the run. PDFs that only restrict printing or copying open without it.

Type:string

Remove repeated headers, footers and page numbers

removeHeadersFooters

Optional

Drop lines that repeat in the top or bottom margin of three or more pages close together, such as running titles and page numbers. Lines that do not repeat are always kept. The removed lines are listed in the output.

Type:boolean

Default:true

Include text per page

includePages

Optional

Add a pages array with the plain text of each page, for page-level citations. This roughly doubles the size of the result.

Type:boolean

Default:false

Split into chunks

includeChunks

Optional

Add a chunks array ready for embedding. A chunk never crosses a heading and breaks between paragraphs where it can. Each chunk carries its page range and the headings it sits under.

Type:boolean

Default:false

Chunk size

chunkSize

Optional

Largest size of a chunk, in the unit chosen below. 1000 characters is about 250 tokens.

Type:integer

Minimum:50

Maximum:100000

Default:1000

Chunk overlap

chunkOverlap

Optional

How much of the end of a chunk is repeated at the start of the next one when a long section is split, in the unit chosen below. At most half the chunk size. Chunks that start at a heading have no overlap.

Type:integer

Minimum:0

Maximum:50000

Default:100

Chunk unit

chunkUnit

Optional

Whether chunk size and overlap are counted in characters or in tokens. Tokens are estimated at four characters each, which is close for English and rougher for code and other languages.

Type:string

Default:characters

Options:

characterstokens

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