SPDX-FileCopyrightText: 2024-2026 PyThaiNLP Project SPDX-License-Identifier: Apache-2.0

nlpO3 Python binding

Python binding for nlpO3, a Thai natural language processing library written in Rust.

To install:

pip install nlpo3

Features
Use
- Dictionary
Build
Issues
License
Binary wheels

Features

Thai word tokenizer
- segment() - use maximal-matching dictionary-based tokenization algorithm and honor Thai Character Cluster boundaries
  - 2.5x faster than similar pure Python implementation (PyThaiNLP's newmm)
- load_dict() - load a dictionary from a plain text file (one word per line)

Use

Load a dictionary file and assign it a name (for example, dict_name).

Then tokenize text using the named dictionary:

from nlpo3 import load_dict, segment

load_dict("path/to/dict.file", "dict_name")
segment("สวัสดีครับ", "dict_name")

The function returns a list of strings, for example:

['สวัสดี', 'ครับ']

The result depends on the words included in the dictionary.

Use multithread mode using the dict_name dictionary:

segment("สวัสดีครับ", dict_name="dict_name", parallel=True)

Use safe mode to avoid long run times for inputs with many ambiguous word boundaries:

segment("สวัสดีครับ", dict_name="dict_name", safe=True)

Dictionary

To keep the library small, nlpO3 does not include a dictionary. Users must provide a dictionary when using the dictionary-based tokenizer.
For tokenization dictionaries, try
- words_th.txt from PyThaiNLP
  - ~62,000 words
  - CC0-1.0
- word break dictionary from libthai
  - consists of dictionaries in different categories, with a make script
  - LGPL-2.1

Build

Requirements

Rust 2018 Edition
Python 3.7 or newer (PyO3's minimum supported version)
Python Development Headers
- Ubuntu: sudo apt-get install python3-dev
- macOS: No action needed
PyO3 - already included in Cargo.toml
setuptools-rust

Steps

python -m pip install --upgrade build
python -m build

This should generate a wheel file, in dist/ directory, which can be installed by pip.

To install a wheel from a local directory:

pip install dist/nlpo3-1.3.1-cp311-cp311-macosx_12_0_x86_64.whl

Test

To run a Python unit test:

cd tests
python -m unittest

Issues

Please report issues at https://github.com/PyThaiNLP/nlpo3/issues

License

nlpO3 Python binding is copyrighted by its authors and licensed under terms of the Apache Software License 2.0 (Apache-2.0). See file LICENSE for details.

Binary wheels

Pre-built binary packages for CPython, GraalPy, and PyPy are available on PyPI for the platforms listed below. Versions with a "t" suffix indicate CPython with free threading.

Python	OS	Architecture	Binary wheel
3.14	Windows	x86	✓
		AMD64	✓
	macOS	x86_64	✓
		arm64	✓
	manylinux	x86_64	✓
		i686	✓
	musllinux	x86_64	✓
3.14t	Windows	x86	✓
		AMD64	✓
	macOS	x86_64	✓
		arm64	✓
	manylinux	x86_64	✓
		i686	✓
	musllinux	x86_64	✓
3.13	Windows	x86	✓
		AMD64	✓
	macOS	x86_64	✓
		arm64	✓
	manylinux	x86_64	✓
		i686	✓
	musllinux	x86_64	✓
3.12	Windows	x86	✓
		AMD64	✓
	macOS	x86_64	✓
		arm64	✓
	manylinux	x86_64	✓
		i686	✓
	musllinux	x86_64	✓
3.11	Windows	x86	✓
		AMD64	✓
	macOS	x86_64	✓
		arm64	✓
	manylinux	x86_64	✓
		i686	✓
	musllinux	x86_64	✓
3.10	Windows	x86	✓
		AMD64	✓
	macOS	x86_64	✓
		arm64	✓
	manylinux	x86_64	✓
		i686	✓
	musllinux	x86_64	✓
3.9	Windows	x86	✓
		AMD64	✓
	macOS	x86_64	✓
		arm64	✓
	manylinux	x86_64	✓
		i686	✓
	musllinux	x86_64	✓
3.8	Windows	x86	✓ (v1.3.1)
		AMD64	✓ (v1.3.1)
	macOS	x86_64	✓ (v1.3.1)
		arm64	✓ (v1.3.1)
	manylinux	x86_64	✓ (v1.3.1)
		i686	✓ (v1.3.1)
	musllinux	x86_64	✓ (v1.3.1)
3.7	Windows	x86	✓ (v1.3.1)
		AMD64	✓ (v1.3.1)
	macOS	x86_64	✓ (v1.3.1)
		arm64
	manylinux	x86_64	✓ (v1.3.1)
		i686	✓ (v1.3.1)
	musllinux	x86_64	✓ (v1.3.1)
GraalPy 3.12	Windows	x86
		AMD64
	macOS	x86_64	✓
		arm64	✓
	manylinux	x86_64	✓
		i686
GraalPy 3.11	Windows	x86
		AMD64
	macOS	x86_64	✓
		arm64	✓
	manylinux	x86_64	✓
		i686
PyPy 3.11	Windows	x86
		AMD64	✓
	macOS	x86_64	✓
		arm64	✓
	manylinux	x86_64	✓
		i686	✓
PyPy 3.10	Windows	x86
		AMD64	✓ (v1.3.1)
	macOS	x86_64	✓ (v1.3.1)
		arm64	✓ (v1.3.1)
	manylinux	x86_64	✓ (v1.3.1)
		i686	✓ (v1.3.1)
PyPy 3.9	Windows	x86
		AMD64	✓ (v1.3.1)
	macOS	x86_64	✓ (v1.3.1)
		arm64	✓ (v1.3.1)
	manylinux	x86_64	✓ (v1.3.1)
		i686	✓ (v1.3.1)
PyPy 3.8	Windows	x86
		AMD64	✓ (v1.3.1)
	macOS	x86_64	✓ (v1.3.1)
		arm64	✓ (v1.3.1)
	manylinux	x86_64	✓ (v1.3.1)
		i686	✓ (v1.3.1)
PyPy 3.7	Windows	x86
		AMD64	✓ (v1.3.1)
	macOS	x86_64	✓ (v1.3.1)
		arm64
	manylinux	x86_64	✓ (v1.3.1)
		i686	✓ (v1.3.1)

Metadata

Release files for nlpo3 1.4.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for nlpo3 1.4.0
File	Size	Uploaded	Provenance	Actions
nlpo3-1.4.0.tar.gz	11.2 kB	Feb 1, 2026	Without provenance	Details for nlpo3-1.4.0.tar.gz

Built distributions (wheels)

Total release size: 69.8 MB

Release files / nlpo3-1.4.0.tar.gz

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Size	11.2 kB
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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / nlpo3-1.4.0-pp311-pypy311_pp73-win_amd64.whl

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Release files / nlpo3-1.4.0-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl

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Release files / nlpo3-1.4.0-pp311-pypy311_pp73-manylinux_2_28_i686.whl

Download URL	nlpo3-1.4.0-pp311-pypy311_pp73-manylinux_2_28_i686.whl
Size	1.3 MB
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Download URL	nlpo3-1.4.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl
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Release files / nlpo3-1.4.0-graalpy311-graalpy242_311_native-manylinux_2_28_x86_64.whl

Download URL	nlpo3-1.4.0-graalpy311-graalpy242_311_native-manylinux_2_28_x86_64.whl
Size	1.3 MB
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Release files / nlpo3-1.4.0-graalpy311-graalpy242_311_native-macosx_11_0_arm64.whl

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Size	1.1 MB
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Release files / nlpo3-1.4.0-graalpy311-graalpy242_311_native-macosx_10_12_x86_64.whl

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Download URL	nlpo3-1.4.0-cp314-cp314t-win_amd64.whl
Size	1.0 MB
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Download URL	nlpo3-1.4.0-cp314-cp314t-win32.whl
Size	915.0 kB
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Download URL	nlpo3-1.4.0-cp314-cp314t-musllinux_1_2_x86_64.whl
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Release files / nlpo3-1.4.0-cp314-cp314t-manylinux_2_28_x86_64.whl

Download URL	nlpo3-1.4.0-cp314-cp314t-manylinux_2_28_x86_64.whl
Size	1.3 MB
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Release files / nlpo3-1.4.0-cp314-cp314t-manylinux_2_28_i686.whl

Download URL	nlpo3-1.4.0-cp314-cp314t-manylinux_2_28_i686.whl
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Release files / nlpo3-1.4.0-cp314-cp314t-macosx_11_0_arm64.whl

Download URL	nlpo3-1.4.0-cp314-cp314t-macosx_11_0_arm64.whl
Size	1.1 MB
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Size	915.6 kB
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Size	1.4 MB
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Release files / nlpo3-1.4.0-cp314-cp314-manylinux_2_28_x86_64.whl

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Size	1.3 MB
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Release files / nlpo3-1.4.0-cp314-cp314-manylinux_2_28_i686.whl

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Release files / nlpo3-1.4.0-cp314-cp314-macosx_11_0_arm64.whl

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Release files / nlpo3-1.4.0-cp314-cp314-macosx_10_15_x86_64.whl

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Release files / nlpo3-1.4.0-cp313-cp313-win_amd64.whl

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Release files / nlpo3-1.4.0-cp313-cp313-win32.whl

Download URL	nlpo3-1.4.0-cp313-cp313-win32.whl
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Release files / nlpo3-1.4.0-cp313-cp313-musllinux_1_2_x86_64.whl

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Release files / nlpo3-1.4.0-cp313-cp313-manylinux_2_28_x86_64.whl

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Release files / nlpo3-1.4.0-cp313-cp313-manylinux_2_28_i686.whl

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Release files / nlpo3-1.4.0-cp313-cp313-macosx_11_0_arm64.whl

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Release files / nlpo3-1.4.0-cp313-cp313-macosx_10_13_x86_64.whl

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Release files / nlpo3-1.4.0-cp312-cp312-win_amd64.whl

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Release files / nlpo3-1.4.0-cp312-cp312-win32.whl

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Release files / nlpo3-1.4.0-cp312-cp312-musllinux_1_2_x86_64.whl

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Release files / nlpo3-1.4.0-cp312-cp312-manylinux_2_28_x86_64.whl

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Release files / nlpo3-1.4.0-cp312-cp312-manylinux_2_28_i686.whl

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Release files / nlpo3-1.4.0-cp312-cp312-macosx_11_0_arm64.whl

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Release files / nlpo3-1.4.0-cp312-cp312-macosx_10_13_x86_64.whl

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Release files / nlpo3-1.4.0-cp311-cp311-win_amd64.whl

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Release files / nlpo3-1.4.0-cp311-cp311-win32.whl

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Release files / nlpo3-1.4.0-cp311-cp311-musllinux_1_2_x86_64.whl

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Release files / nlpo3-1.4.0-cp311-cp311-manylinux_2_28_x86_64.whl

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Release files / nlpo3-1.4.0-cp311-cp311-manylinux_2_28_i686.whl

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Release files / nlpo3-1.4.0-cp311-cp311-macosx_11_0_arm64.whl

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Release files / nlpo3-1.4.0-cp311-cp311-macosx_10_12_x86_64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / nlpo3-1.4.0-cp310-cp310-win_amd64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / nlpo3-1.4.0-cp310-cp310-win32.whl

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Release files / nlpo3-1.4.0-cp310-cp310-musllinux_1_2_x86_64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / nlpo3-1.4.0-cp310-cp310-manylinux_2_28_x86_64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / nlpo3-1.4.0-cp310-cp310-manylinux_2_28_i686.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / nlpo3-1.4.0-cp310-cp310-macosx_11_0_arm64.whl

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Upload date	Feb 1, 2026
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Release files / nlpo3-1.4.0-cp310-cp310-macosx_10_12_x86_64.whl

Download URL	nlpo3-1.4.0-cp310-cp310-macosx_10_12_x86_64.whl
Size	1.2 MB
Tags	CPython 3.10 macOS 10.12+ x86-64
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Release files / nlpo3-1.4.0-cp39-cp39-win_amd64.whl

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Size	958.0 kB
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SHA-256 checksum How to use checksums	`150e689274310d698a5cd7d9fd7515240200362436ad2d90b5c7516a731ac3b5`
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Release files / nlpo3-1.4.0-cp39-cp39-win32.whl

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Size	875.6 kB
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SHA-256 checksum How to use checksums	`7037d68bd0e0fea5e7be170d485878e6879eb91757fdca814c02d332d2959057`
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Release files / nlpo3-1.4.0-cp39-cp39-musllinux_1_2_x86_64.whl

Download URL	nlpo3-1.4.0-cp39-cp39-musllinux_1_2_x86_64.whl
Size	1.4 MB
Tags	CPython 3.9 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`058fcbe7a6303ccb6ffa0dea45ea8003cca2bcb5a0592d83fee0f793026af9a9`
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Release files / nlpo3-1.4.0-cp39-cp39-manylinux_2_28_x86_64.whl

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Size	1.3 MB
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SHA-256 checksum How to use checksums	`caa2991478429c9b4cd3b0f01844cfc34d6532296c710ecf2ad8e80ff2c41c6b`
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Release files / nlpo3-1.4.0-cp39-cp39-manylinux_2_28_i686.whl

Download URL	nlpo3-1.4.0-cp39-cp39-manylinux_2_28_i686.whl
Size	1.3 MB
Tags	CPython 3.9 Linux glibc 2.28+ x86-32
SHA-256 checksum How to use checksums	`3a9d7b6d78c5dc2826837b147bfe3d4748bc9ba2e3d5c909e257ca37341e9517`
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Release files / nlpo3-1.4.0-cp39-cp39-macosx_11_0_arm64.whl

Download URL	nlpo3-1.4.0-cp39-cp39-macosx_11_0_arm64.whl
Size	1.1 MB
Tags	CPython 3.9 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`86a80e0da5e86edd25f520528d0cf33c962bae36716a8d126422b96254db943d`
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Release files / nlpo3-1.4.0-cp39-cp39-macosx_10_12_x86_64.whl

Download URL	nlpo3-1.4.0-cp39-cp39-macosx_10_12_x86_64.whl
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Tags	CPython 3.9 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`3bd2b8394203f4e732d9dfc631a3ef60094399a47edb5c7eedf16726c0751cba`
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This release

1.4.0 This release

Feb 1, 2026 61 release files No provenance

File	Interpreter	ABI	Platform	Actions Reset
nlpo3-1.4.0-pp311-pypy311_pp73-win_amd64.whl 959.7 kB Feb 1, 2026 Without provenance	PyPy 3.11	PyPy 3.11 7.3	Windows x86-64	Details for nlpo3-1.4.0-pp311-pypy311_pp73-win_amd64.whl
nlpo3-1.4.0-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl 1.3 MB Feb 1, 2026 Without provenance	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.28+ x86-64	Details for nlpo3-1.4.0-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl
nlpo3-1.4.0-pp311-pypy311_pp73-manylinux_2_28_i686.whl 1.3 MB Feb 1, 2026 Without provenance	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.28+ x86-32	Details for nlpo3-1.4.0-pp311-pypy311_pp73-manylinux_2_28_i686.whl
nlpo3-1.4.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl 1.1 MB Feb 1, 2026 Without provenance	PyPy 3.11	PyPy 3.11 7.3	macOS 11.0+ ARM64	Details for nlpo3-1.4.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl
nlpo3-1.4.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl 1.2 MB Feb 1, 2026 Without provenance	PyPy 3.11	PyPy 3.11 7.3	macOS 10.15+ x86-64	Details for nlpo3-1.4.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl
nlpo3-1.4.0-graalpy312-graalpy250_312_native-manylinux_2_28_x86_64.whl 1.3 MB Feb 1, 2026 Without provenance	graalpy312	graalpy250 312 native	Linux glibc 2.28+ x86-64	Details for nlpo3-1.4.0-graalpy312-graalpy250_312_native-manylinux_2_28_x86_64.whl
nlpo3-1.4.0-graalpy312-graalpy250_312_native-macosx_11_0_arm64.whl 1.1 MB Feb 1, 2026 Without provenance	graalpy312	graalpy250 312 native	macOS 11.0+ ARM64	Details for nlpo3-1.4.0-graalpy312-graalpy250_312_native-macosx_11_0_arm64.whl
nlpo3-1.4.0-graalpy312-graalpy250_312_native-macosx_10_13_x86_64.whl 1.2 MB Feb 1, 2026 Without provenance	graalpy312	graalpy250 312 native	macOS 10.13+ x86-64	Details for nlpo3-1.4.0-graalpy312-graalpy250_312_native-macosx_10_13_x86_64.whl
nlpo3-1.4.0-graalpy311-graalpy242_311_native-manylinux_2_28_x86_64.whl 1.3 MB Feb 1, 2026 Without provenance	graalpy311	graalpy242 311 native	Linux glibc 2.28+ x86-64	Details for nlpo3-1.4.0-graalpy311-graalpy242_311_native-manylinux_2_28_x86_64.whl
nlpo3-1.4.0-graalpy311-graalpy242_311_native-macosx_11_0_arm64.whl 1.1 MB Feb 1, 2026 Without provenance	graalpy311	graalpy242 311 native	macOS 11.0+ ARM64	Details for nlpo3-1.4.0-graalpy311-graalpy242_311_native-macosx_11_0_arm64.whl
nlpo3-1.4.0-graalpy311-graalpy242_311_native-macosx_10_12_x86_64.whl 1.2 MB Feb 1, 2026 Without provenance	graalpy311	graalpy242 311 native	macOS 10.12+ x86-64	Details for nlpo3-1.4.0-graalpy311-graalpy242_311_native-macosx_10_12_x86_64.whl
nlpo3-1.4.0-cp314-cp314t-win_amd64.whl 1.0 MB Feb 1, 2026 Without provenance	CPython 3.14	CPython 3.14 free-threading	Windows x86-64	Details for nlpo3-1.4.0-cp314-cp314t-win_amd64.whl
nlpo3-1.4.0-cp314-cp314t-win32.whl 915.0 kB Feb 1, 2026 Without provenance	CPython 3.14	CPython 3.14 free-threading	Windows x86-32	Details for nlpo3-1.4.0-cp314-cp314t-win32.whl
nlpo3-1.4.0-cp314-cp314t-musllinux_1_2_x86_64.whl 1.4 MB Feb 1, 2026 Without provenance	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ x86-64	Details for nlpo3-1.4.0-cp314-cp314t-musllinux_1_2_x86_64.whl
nlpo3-1.4.0-cp314-cp314t-manylinux_2_28_x86_64.whl 1.3 MB Feb 1, 2026 Without provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.28+ x86-64	Details for nlpo3-1.4.0-cp314-cp314t-manylinux_2_28_x86_64.whl
nlpo3-1.4.0-cp314-cp314t-manylinux_2_28_i686.whl 1.3 MB Feb 1, 2026 Without provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.28+ x86-32	Details for nlpo3-1.4.0-cp314-cp314t-manylinux_2_28_i686.whl
nlpo3-1.4.0-cp314-cp314t-macosx_11_0_arm64.whl 1.1 MB Feb 1, 2026 Without provenance	CPython 3.14	CPython 3.14 free-threading	macOS 11.0+ ARM64	Details for nlpo3-1.4.0-cp314-cp314t-macosx_11_0_arm64.whl
nlpo3-1.4.0-cp314-cp314t-macosx_10_15_x86_64.whl 1.2 MB Feb 1, 2026 Without provenance	CPython 3.14	CPython 3.14 free-threading	macOS 10.15+ x86-64	Details for nlpo3-1.4.0-cp314-cp314t-macosx_10_15_x86_64.whl
nlpo3-1.4.0-cp314-cp314-win_amd64.whl 1.0 MB Feb 1, 2026 Without provenance	CPython 3.14	CPython 3.14	Windows x86-64	Details for nlpo3-1.4.0-cp314-cp314-win_amd64.whl
nlpo3-1.4.0-cp314-cp314-win32.whl 915.6 kB Feb 1, 2026 Without provenance	CPython 3.14	CPython 3.14	Windows x86-32	Details for nlpo3-1.4.0-cp314-cp314-win32.whl
nlpo3-1.4.0-cp314-cp314-musllinux_1_2_x86_64.whl 1.4 MB Feb 1, 2026 Without provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details for nlpo3-1.4.0-cp314-cp314-musllinux_1_2_x86_64.whl
nlpo3-1.4.0-cp314-cp314-manylinux_2_28_x86_64.whl 1.3 MB Feb 1, 2026 Without provenance	CPython 3.14	CPython 3.14	Linux glibc 2.28+ x86-64	Details for nlpo3-1.4.0-cp314-cp314-manylinux_2_28_x86_64.whl
nlpo3-1.4.0-cp314-cp314-manylinux_2_28_i686.whl 1.3 MB Feb 1, 2026 Without provenance	CPython 3.14	CPython 3.14	Linux glibc 2.28+ x86-32	Details for nlpo3-1.4.0-cp314-cp314-manylinux_2_28_i686.whl
nlpo3-1.4.0-cp314-cp314-macosx_11_0_arm64.whl 1.1 MB Feb 1, 2026 Without provenance	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details for nlpo3-1.4.0-cp314-cp314-macosx_11_0_arm64.whl
nlpo3-1.4.0-cp314-cp314-macosx_10_15_x86_64.whl 1.2 MB Feb 1, 2026 Without provenance	CPython 3.14	CPython 3.14	macOS 10.15+ x86-64	Details for nlpo3-1.4.0-cp314-cp314-macosx_10_15_x86_64.whl
nlpo3-1.4.0-cp313-cp313-win_amd64.whl 957.1 kB Feb 1, 2026 Without provenance	CPython 3.13	CPython 3.13	Windows x86-64	Details for nlpo3-1.4.0-cp313-cp313-win_amd64.whl
nlpo3-1.4.0-cp313-cp313-win32.whl 874.3 kB Feb 1, 2026 Without provenance	CPython 3.13	CPython 3.13	Windows x86-32	Details for nlpo3-1.4.0-cp313-cp313-win32.whl
nlpo3-1.4.0-cp313-cp313-musllinux_1_2_x86_64.whl 1.4 MB Feb 1, 2026 Without provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details for nlpo3-1.4.0-cp313-cp313-musllinux_1_2_x86_64.whl
nlpo3-1.4.0-cp313-cp313-manylinux_2_28_x86_64.whl 1.3 MB Feb 1, 2026 Without provenance	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-64	Details for nlpo3-1.4.0-cp313-cp313-manylinux_2_28_x86_64.whl
nlpo3-1.4.0-cp313-cp313-manylinux_2_28_i686.whl 1.3 MB Feb 1, 2026 Without provenance	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-32	Details for nlpo3-1.4.0-cp313-cp313-manylinux_2_28_i686.whl
nlpo3-1.4.0-cp313-cp313-macosx_11_0_arm64.whl 1.1 MB Feb 1, 2026 Without provenance	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details for nlpo3-1.4.0-cp313-cp313-macosx_11_0_arm64.whl
nlpo3-1.4.0-cp313-cp313-macosx_10_13_x86_64.whl 1.2 MB Feb 1, 2026 Without provenance	CPython 3.13	CPython 3.13	macOS 10.13+ x86-64	Details for nlpo3-1.4.0-cp313-cp313-macosx_10_13_x86_64.whl
nlpo3-1.4.0-cp312-cp312-win_amd64.whl 957.3 kB Feb 1, 2026 Without provenance	CPython 3.12	CPython 3.12	Windows x86-64	Details for nlpo3-1.4.0-cp312-cp312-win_amd64.whl
nlpo3-1.4.0-cp312-cp312-win32.whl 874.4 kB Feb 1, 2026 Without provenance	CPython 3.12	CPython 3.12	Windows x86-32	Details for nlpo3-1.4.0-cp312-cp312-win32.whl
nlpo3-1.4.0-cp312-cp312-musllinux_1_2_x86_64.whl 1.4 MB Feb 1, 2026 Without provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details for nlpo3-1.4.0-cp312-cp312-musllinux_1_2_x86_64.whl
nlpo3-1.4.0-cp312-cp312-manylinux_2_28_x86_64.whl 1.3 MB Feb 1, 2026 Without provenance	CPython 3.12	CPython 3.12	Linux glibc 2.28+ x86-64	Details for nlpo3-1.4.0-cp312-cp312-manylinux_2_28_x86_64.whl
nlpo3-1.4.0-cp312-cp312-manylinux_2_28_i686.whl 1.3 MB Feb 1, 2026 Without provenance	CPython 3.12	CPython 3.12	Linux glibc 2.28+ x86-32	Details for nlpo3-1.4.0-cp312-cp312-manylinux_2_28_i686.whl
nlpo3-1.4.0-cp312-cp312-macosx_11_0_arm64.whl 1.1 MB Feb 1, 2026 Without provenance	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details for nlpo3-1.4.0-cp312-cp312-macosx_11_0_arm64.whl
nlpo3-1.4.0-cp312-cp312-macosx_10_13_x86_64.whl 1.2 MB Feb 1, 2026 Without provenance	CPython 3.12	CPython 3.12	macOS 10.13+ x86-64	Details for nlpo3-1.4.0-cp312-cp312-macosx_10_13_x86_64.whl
nlpo3-1.4.0-cp311-cp311-win_amd64.whl 958.4 kB Feb 1, 2026 Without provenance	CPython 3.11	CPython 3.11	Windows x86-64	Details for nlpo3-1.4.0-cp311-cp311-win_amd64.whl
nlpo3-1.4.0-cp311-cp311-win32.whl 875.5 kB Feb 1, 2026 Without provenance	CPython 3.11	CPython 3.11	Windows x86-32	Details for nlpo3-1.4.0-cp311-cp311-win32.whl
nlpo3-1.4.0-cp311-cp311-musllinux_1_2_x86_64.whl 1.4 MB Feb 1, 2026 Without provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details for nlpo3-1.4.0-cp311-cp311-musllinux_1_2_x86_64.whl
nlpo3-1.4.0-cp311-cp311-manylinux_2_28_x86_64.whl 1.3 MB Feb 1, 2026 Without provenance	CPython 3.11	CPython 3.11	Linux glibc 2.28+ x86-64	Details for nlpo3-1.4.0-cp311-cp311-manylinux_2_28_x86_64.whl
nlpo3-1.4.0-cp311-cp311-manylinux_2_28_i686.whl 1.3 MB Feb 1, 2026 Without provenance	CPython 3.11	CPython 3.11	Linux glibc 2.28+ x86-32	Details for nlpo3-1.4.0-cp311-cp311-manylinux_2_28_i686.whl
nlpo3-1.4.0-cp311-cp311-macosx_11_0_arm64.whl 1.1 MB Feb 1, 2026 Without provenance	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details for nlpo3-1.4.0-cp311-cp311-macosx_11_0_arm64.whl
nlpo3-1.4.0-cp311-cp311-macosx_10_12_x86_64.whl 1.2 MB Feb 1, 2026 Without provenance	CPython 3.11	CPython 3.11	macOS 10.12+ x86-64	Details for nlpo3-1.4.0-cp311-cp311-macosx_10_12_x86_64.whl
nlpo3-1.4.0-cp310-cp310-win_amd64.whl 958.2 kB Feb 1, 2026 Without provenance	CPython 3.10	CPython 3.10	Windows x86-64	Details for nlpo3-1.4.0-cp310-cp310-win_amd64.whl
nlpo3-1.4.0-cp310-cp310-win32.whl 875.8 kB Feb 1, 2026 Without provenance	CPython 3.10	CPython 3.10	Windows x86-32	Details for nlpo3-1.4.0-cp310-cp310-win32.whl
nlpo3-1.4.0-cp310-cp310-musllinux_1_2_x86_64.whl 1.4 MB Feb 1, 2026 Without provenance	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-64	Details for nlpo3-1.4.0-cp310-cp310-musllinux_1_2_x86_64.whl
nlpo3-1.4.0-cp310-cp310-manylinux_2_28_x86_64.whl 1.3 MB Feb 1, 2026 Without provenance	CPython 3.10	CPython 3.10	Linux glibc 2.28+ x86-64	Details for nlpo3-1.4.0-cp310-cp310-manylinux_2_28_x86_64.whl
nlpo3-1.4.0-cp310-cp310-manylinux_2_28_i686.whl 1.3 MB Feb 1, 2026 Without provenance	CPython 3.10	CPython 3.10	Linux glibc 2.28+ x86-32	Details for nlpo3-1.4.0-cp310-cp310-manylinux_2_28_i686.whl
nlpo3-1.4.0-cp310-cp310-macosx_11_0_arm64.whl 1.1 MB Feb 1, 2026 Without provenance	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details for nlpo3-1.4.0-cp310-cp310-macosx_11_0_arm64.whl
nlpo3-1.4.0-cp310-cp310-macosx_10_12_x86_64.whl 1.2 MB Feb 1, 2026 Without provenance	CPython 3.10	CPython 3.10	macOS 10.12+ x86-64	Details for nlpo3-1.4.0-cp310-cp310-macosx_10_12_x86_64.whl
nlpo3-1.4.0-cp39-cp39-win_amd64.whl 958.0 kB Feb 1, 2026 Without provenance	CPython 3.9	CPython 3.9	Windows x86-64	Details for nlpo3-1.4.0-cp39-cp39-win_amd64.whl
nlpo3-1.4.0-cp39-cp39-win32.whl 875.6 kB Feb 1, 2026 Without provenance	CPython 3.9	CPython 3.9	Windows x86-32	Details for nlpo3-1.4.0-cp39-cp39-win32.whl
nlpo3-1.4.0-cp39-cp39-musllinux_1_2_x86_64.whl 1.4 MB Feb 1, 2026 Without provenance	CPython 3.9	CPython 3.9	Linux musl 1.2+ x86-64	Details for nlpo3-1.4.0-cp39-cp39-musllinux_1_2_x86_64.whl
nlpo3-1.4.0-cp39-cp39-manylinux_2_28_x86_64.whl 1.3 MB Feb 1, 2026 Without provenance	CPython 3.9	CPython 3.9	Linux glibc 2.28+ x86-64	Details for nlpo3-1.4.0-cp39-cp39-manylinux_2_28_x86_64.whl
nlpo3-1.4.0-cp39-cp39-manylinux_2_28_i686.whl 1.3 MB Feb 1, 2026 Without provenance	CPython 3.9	CPython 3.9	Linux glibc 2.28+ x86-32	Details for nlpo3-1.4.0-cp39-cp39-manylinux_2_28_i686.whl
nlpo3-1.4.0-cp39-cp39-macosx_11_0_arm64.whl 1.1 MB Feb 1, 2026 Without provenance	CPython 3.9	CPython 3.9	macOS 11.0+ ARM64	Details for nlpo3-1.4.0-cp39-cp39-macosx_11_0_arm64.whl
nlpo3-1.4.0-cp39-cp39-macosx_10_12_x86_64.whl 1.2 MB Feb 1, 2026 Without provenance	CPython 3.9	CPython 3.9	macOS 10.12+ x86-64	Details for nlpo3-1.4.0-cp39-cp39-macosx_10_12_x86_64.whl

nlpo3 1.4.0