Unichunking
Extract LLM-friendly chunks from any file type.
Supported file types are :
- DOCX & DOCX-like (DOC, ODT)
- PPTX & PPTX-like (PPT, ODP)
- XLSX & XLSX-like (XLS, ODS)
- TXT, MD, CSV
- IPYNB
Installation
To install, run the following command:
python3 -m pip install delos-unichunking
How to use
The main functions are :
extract_subchunksreturns a list of all the text particles in the file.split_chunks_with_overlaptransforms a list of subchunks on a given page into a list of chunks following default or specified parameters for minimum/maximum token size and overlap.build_chunked_pagesreturns a list of "pages", which are lists of formated chunks, following the structure of the document.compute_pagesapproximates the pagination of a file that does not have a native pagination system (such as DOCX) by comparing it to a PDF version.
Specificities
Please note that the package requires a LibreOffice installation to run soffice commands, used during file conversions : for instance, DOC/ODT are first converted to DOCX format and processed as such.
The page numbers computed for DOCX files are an approximation and can be off by a few pages for large files.
Artifical page numbers are used for page-less structures such as TXT files, or to split large XLSX sheets into multiple pages, to follow a tokens-per-page limit.
2 maintainers
Metadata
2 maintainers
Release files for delos-unichunking 1.9.0
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| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| delos_unichunking-1.9.0.tar.gz | 148.2 kB | Without provenance | Details for delos_unichunking-1.9.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
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| delos_unichunking-1.9.0-py3-none-any.whl | Python 3 | none | any | Details for delos_unichunking-1.9.0-py3-none-any.whl |
Total release size: 198.3 kB
Release files / delos_unichunking-1.9.0.tar.gz
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| Size | 148.2 kB |
| Tags | Source |
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Release files / delos_unichunking-1.9.0-py3-none-any.whl
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| Size | 50.1 kB |
| Tags | Python 3 |
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