diff --git a/poetry.lock b/poetry.lock
index 904b4327..6ad4d713 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -42,6 +42,19 @@ d = ["aiohttp (>=3.7.4)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
+[[package]]
+name = "cacheman"
+version = "2.2.0"
+description = "A dependent cache manager"
+optional = false
+python-versions = "*"
+files = [
+    {file = "CacheMan-2.2.0-py2.py3-none-any.whl", hash = "sha256:d41529ac09dfe34eec388def50fdba64bec83ce1c2325ed9eddc4ffc6e664add"},
+]
+
+[package.dependencies]
+psutil = ">=2.1.0"
+
 [[package]]
 name = "click"
 version = "8.1.7"
@@ -216,6 +229,58 @@ files = [
 docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
 tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
+[[package]]
+name = "cyhunspell"
+version = "2.0.3"
+description = "A wrapper on hunspell for use in Python"
+optional = false
+python-versions = "*"
+files = []
+develop = false
+
+[package.dependencies]
+cacheman = ">=2.0.6"
+
+[package.extras]
+dev = ["cython (==0.29.21)", "twine", "wheel"]
+test = ["pytest"]
+
+[package.source]
+type = "git"
+url = "https://github.com/MSeal/cython_hunspell"
+reference = "2.0.3"
+resolved_reference = "e840a74425870c350bd9d7b45ff72efec71688ee"
+
+[[package]]
+name = "fastspell"
+version = "0.11"
+description = "Targetted language identifier, based on FastText and Hunspell."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "fastspell-0.11-py3-none-any.whl", hash = "sha256:ba63fe40425e30e0a387f90ff449dc943d30a4a4760ae8fbf85fb572867d076b"},
+    {file = "fastspell-0.11.tar.gz", hash = "sha256:080fc28b9049bc4d0a3059296603ef1698ccb626fa839647016f4b28c3c11623"},
+]
+
+[package.dependencies]
+cyhunspell = ">=2.0.2,<=2.0.3"
+fastspell-dictionaries = "3.2"
+fasttext-wheel = "0.9.2"
+PyYAML = "*"
+regex = "*"
+urllib3 = "*"
+
+[[package]]
+name = "fastspell-dictionaries"
+version = "3.2"
+description = "Hunspell dictionaries for FastSpell"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "fastspell-dictionaries-3.2.tar.gz", hash = "sha256:255076791f1b9745710df8014d34b15912cfe5ab18df24e20022f8ced193f028"},
+    {file = "fastspell_dictionaries-3.2-py3-none-any.whl", hash = "sha256:a094ee2f33d3e2a716fc17da20794a2fc2364ed105794b1d8bf884d8068c76c7"},
+]
+
 [[package]]
 name = "fasttext"
 version = "0.9.2"
@@ -236,6 +301,119 @@ url = "https://github.com/cfculhane/fastText.git"
 reference = "HEAD"
 resolved_reference = "4a4451337ae6b476b9c584b97776c8c3eb4b27c5"
 
+[[package]]
+name = "fasttext-wheel"
+version = "0.9.2"
+description = "fasttext Python bindings"
+optional = false
+python-versions = "*"
+files = [
+    {file = "fasttext-wheel-0.9.2.tar.gz", hash = "sha256:056e088318ef0e0cc690c4cb18637320eaa3cdb986b62d67bb50d6a7a82e4051"},
+    {file = "fasttext_wheel-0.9.2-cp27-cp27m-macosx_10_15_x86_64.whl", hash = "sha256:efa1fae3b10b64978ba78a2cd1490627c8d861c23f39abd95393d5836e4f0c8f"},
+    {file = "fasttext_wheel-0.9.2-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:04d5e693c25880574faf9e5a24bc19514e560dd41add7ecd88cb253f50874669"},
+    {file = "fasttext_wheel-0.9.2-cp27-cp27m-macosx_11_1_arm64.whl", hash = "sha256:2e3b0a205baee622877aa5a83b369947e68271c99b9a6eccc8fbe48948d6e6b5"},
+    {file = "fasttext_wheel-0.9.2-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:aced443e9f380b6fd3163e3bfdec43567f7024295a6c9228f91f9566671b7023"},
+    {file = "fasttext_wheel-0.9.2-cp27-cp27m-manylinux2010_x86_64.whl", hash = "sha256:c5afabc433c923526e0572e1ed1bf7b21ee5aa77869cb7896f3eab1402067973"},
+    {file = "fasttext_wheel-0.9.2-cp27-cp27mu-manylinux2010_i686.whl", hash = "sha256:838ff1e03ce613964e9a30c3fa96bf1ef3d63b891990eb5c56b054a3b03b2999"},
+    {file = "fasttext_wheel-0.9.2-cp27-cp27mu-manylinux2010_x86_64.whl", hash = "sha256:e6d8bbc2a0f64bfd66875d0d615dec2e6c3a1e2913cef8aa87a78c2eebe45093"},
+    {file = "fasttext_wheel-0.9.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:af606b17d47695a17ee87dc5a5c76e29cc957f08bd090cb2441e3815c030a99d"},
+    {file = "fasttext_wheel-0.9.2-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:c4e9e59778eb3f3a3c99bf3c1257791564fbafab9b80e89345ee0940c20e1648"},
+    {file = "fasttext_wheel-0.9.2-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:0e8a73ee48502dfc6243faf6799dec3067795a6dc02c1d47fedc620e80e9ee94"},
+    {file = "fasttext_wheel-0.9.2-cp310-cp310-manylinux2014_armv7l.whl", hash = "sha256:f1dba6805073d46495dc700a8e29a5524c87f141a29820664c47207260723e78"},
+    {file = "fasttext_wheel-0.9.2-cp310-cp310-manylinux2014_ppc64.whl", hash = "sha256:3b7f0d76e2c2b20a582725dc9c7e3419bb55745ac2842271c2e785047b143ac7"},
+    {file = "fasttext_wheel-0.9.2-cp310-cp310-manylinux2014_ppc64le.whl", hash = "sha256:dbad8ab4820b08273450a395f76a536044a749227ecac060ba48a1d70426768b"},
+    {file = "fasttext_wheel-0.9.2-cp310-cp310-manylinux2014_s390x.whl", hash = "sha256:8280415f59178879963791da9b51eee23a0faf1230fbc770fe917801b5d8f3f6"},
+    {file = "fasttext_wheel-0.9.2-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:2cce299a49f50b5867fff464d1051beebe1d612b23213bb29b09f96935ca4ca0"},
+    {file = "fasttext_wheel-0.9.2-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:09a25790ad17ee21f31efe39d51e4106c718a1ed9c7ac0bdc1ad7512f2d64d22"},
+    {file = "fasttext_wheel-0.9.2-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6d5d47dacf4930254de1806b19cc603a0daac034477a27329dc7b3a4f4240d4a"},
+    {file = "fasttext_wheel-0.9.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0aa4755a3ab0717e32627ede55e9c12cd7bbba464c73af7f08a3142bd6c62df7"},
+    {file = "fasttext_wheel-0.9.2-cp310-cp310-win32.whl", hash = "sha256:5c4938600006dd13bb215f105adb971e8f129491e03cc5de5ac53f292cdbc9a6"},
+    {file = "fasttext_wheel-0.9.2-cp310-cp310-win_amd64.whl", hash = "sha256:acb1e336c63fcf46ef8965904c03589d230ebc6a3c4a7f05b0a32a7de85de11a"},
+    {file = "fasttext_wheel-0.9.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:a32cc0bee31985c5a15ae2ec4f7d777c84e84294d70969d7382961305b0851cf"},
+    {file = "fasttext_wheel-0.9.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:aefd4dbecf4c243628a513c3f9f9008a4c94d63f4194cfde6d11975710f04b7c"},
+    {file = "fasttext_wheel-0.9.2-cp311-cp311-manylinux2014_aarch64.whl", hash = "sha256:ef5be5e24ad4aab61eb42c30e1a7909464b20958907c23dfe4037ef247755254"},
+    {file = "fasttext_wheel-0.9.2-cp311-cp311-manylinux2014_armv7l.whl", hash = "sha256:2dcbe5cb3ebad68667772ff2457d1d5ced69e9caa19fe35e53fe1b0c68db69f6"},
+    {file = "fasttext_wheel-0.9.2-cp311-cp311-manylinux2014_ppc64.whl", hash = "sha256:b1e6c4aee8dfc5629aba54c0c044eb0c699b3f82ee5f0f1a8edf69c84ffaa1bd"},
+    {file = "fasttext_wheel-0.9.2-cp311-cp311-manylinux2014_ppc64le.whl", hash = "sha256:ad1a3e10354cb71cb2e182ce4cb7fa61fd2396fe4e28d52002b8f6a749138e4d"},
+    {file = "fasttext_wheel-0.9.2-cp311-cp311-manylinux2014_s390x.whl", hash = "sha256:c7b94290bc5bf1a8f2cf6ca2e84364bca3588525625907323d3a77bc96365915"},
+    {file = "fasttext_wheel-0.9.2-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9e09cff3f2002cdef5f046a0969a0bf886d5386c2eb1c15874d90f9a95edb8d0"},
+    {file = "fasttext_wheel-0.9.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1ec13d485e0202e729b3bcb7283dda9c499581f691fa8e835e237ee5cf69a2b5"},
+    {file = "fasttext_wheel-0.9.2-cp311-cp311-win32.whl", hash = "sha256:39d3201a8e6dabf59c0d8f9a7064d12bb996bca38f5f15e5a678e12fcbd39a35"},
+    {file = "fasttext_wheel-0.9.2-cp311-cp311-win_amd64.whl", hash = "sha256:1afb40118fb1b39e159bbdded14834a6a95415c0be957553647b9d70c7cc45ff"},
+    {file = "fasttext_wheel-0.9.2-cp35-cp35m-macosx_10_15_x86_64.whl", hash = "sha256:17beeccd3935a5c531deb45217dde8d9758ffe764b1a89d82d5dddc8f36aa4e5"},
+    {file = "fasttext_wheel-0.9.2-cp35-cp35m-macosx_10_9_x86_64.whl", hash = "sha256:8def868707775661afc18299b67cbb6548fd98dd6c5b3e1826bf3f95db8ce7a0"},
+    {file = "fasttext_wheel-0.9.2-cp35-cp35m-manylinux2010_i686.whl", hash = "sha256:a3bb1d14478c7dac126675f057750e854af646be9c028f6e9653cbaf4172a0ec"},
+    {file = "fasttext_wheel-0.9.2-cp35-cp35m-manylinux2010_x86_64.whl", hash = "sha256:477ef49476f6f9558ae53d4bd9cad625ffd5737073152d1375863b350c2e880f"},
+    {file = "fasttext_wheel-0.9.2-cp35-cp35m-win32.whl", hash = "sha256:84f7bb711137729bace4553cea481fc60b1b8004acd67091ac556e4415fa29f9"},
+    {file = "fasttext_wheel-0.9.2-cp35-cp35m-win_amd64.whl", hash = "sha256:2da8e97ac82fe99960e1363c87022abe403a677d5229c7e44787d0c764159b99"},
+    {file = "fasttext_wheel-0.9.2-cp36-cp36m-macosx_10_15_x86_64.whl", hash = "sha256:ed960c08196ecd30a349c019a6e79214e0f27da7f21141872b2c02c7286e435a"},
+    {file = "fasttext_wheel-0.9.2-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:26b0ca89c6d5e5fc5c864eb18e327674a45b2c98f38845d58d3e5beae6982ead"},
+    {file = "fasttext_wheel-0.9.2-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:e8fe842818380ec56ef303461577ac5df7d4308115555879580e11e8ec055dc8"},
+    {file = "fasttext_wheel-0.9.2-cp36-cp36m-manylinux2010_i686.whl", hash = "sha256:18fc4ef2f9fd5060cc7174b121bcdc79edf4d66918ecfda60c030ed94309eb17"},
+    {file = "fasttext_wheel-0.9.2-cp36-cp36m-manylinux2010_x86_64.whl", hash = "sha256:b59f84675ce247735e00acab7afbe4c74753f4fe2c9b0bf21fc60417d339a781"},
+    {file = "fasttext_wheel-0.9.2-cp36-cp36m-manylinux2014_aarch64.whl", hash = "sha256:bb71f70083ae127b1d0cbfb54857f873091da0ad3a5f63c530654c5104196d9b"},
+    {file = "fasttext_wheel-0.9.2-cp36-cp36m-manylinux2014_armv7l.whl", hash = "sha256:d1d070b71c765f9e96be36ac6867a4f6d73072ba432b685f424b8d47a2e6c957"},
+    {file = "fasttext_wheel-0.9.2-cp36-cp36m-manylinux2014_ppc64.whl", hash = "sha256:365d998c0d8b910282b9b03c9706d0e87cd569b3a8b37aefd901b237ec10a4ed"},
+    {file = "fasttext_wheel-0.9.2-cp36-cp36m-manylinux2014_ppc64le.whl", hash = "sha256:14fb62960fcfe8408fdc8e2854c2c583a04e422f424ccea34c07070f15e1b0a2"},
+    {file = "fasttext_wheel-0.9.2-cp36-cp36m-manylinux2014_s390x.whl", hash = "sha256:7f6727e40836c55bf2b9d7761ee25a6274abc17ae4f1ca0ea6eca3973661077b"},
+    {file = "fasttext_wheel-0.9.2-cp36-cp36m-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:704c285c364e44384c88968cdcb8688907d23184aff373a22924135ed4f29e3a"},
+    {file = "fasttext_wheel-0.9.2-cp36-cp36m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:fefb1e8aa652aab231b5a37e3e5a59a13a95d36143616f9ef8902403a3e5556a"},
+    {file = "fasttext_wheel-0.9.2-cp36-cp36m-win32.whl", hash = "sha256:a6231f28c5048c59e1c3231b38887111f6a0b2f51a040323841bd8920dd98683"},
+    {file = "fasttext_wheel-0.9.2-cp36-cp36m-win_amd64.whl", hash = "sha256:4990269d29fb1b31ca5595f48be2116c85c8c22e591a16743fea993e97d02418"},
+    {file = "fasttext_wheel-0.9.2-cp37-cp37m-macosx_10_15_x86_64.whl", hash = "sha256:aabcb1efa04a411ee22d364b6dc7e5ffb6b5c72c7522b6d065f03685d54e0c64"},
+    {file = "fasttext_wheel-0.9.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:964ed076a2190841e3bb7f774c36088810b0e63b30e18c26867f6e7a7b1e7068"},
+    {file = "fasttext_wheel-0.9.2-cp37-cp37m-manylinux2010_i686.whl", hash = "sha256:ae70c70135c909c2951cae5496bf4ad19d268c03c0c2bd3bf71ce586126d7a5d"},
+    {file = "fasttext_wheel-0.9.2-cp37-cp37m-manylinux2010_x86_64.whl", hash = "sha256:2ed30ae57f7cab129b2b474929c83e1065be3f11998730a0a178d3a7335fdc6a"},
+    {file = "fasttext_wheel-0.9.2-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:708ccdb59873ab14972944a5ef24bb46ffff9ee851b47b905050716b4d8a1a1e"},
+    {file = "fasttext_wheel-0.9.2-cp37-cp37m-manylinux2014_armv7l.whl", hash = "sha256:94afa157f43dc619c070838c6073d4b22e04007229113761e6c67b960c0c7a30"},
+    {file = "fasttext_wheel-0.9.2-cp37-cp37m-manylinux2014_ppc64.whl", hash = "sha256:3e9e9812f9acc9054ec6cb9d60df918b94348ca8d0f1c49408de253f622038c4"},
+    {file = "fasttext_wheel-0.9.2-cp37-cp37m-manylinux2014_ppc64le.whl", hash = "sha256:0cc583882ad40425d4bcaa09593adb0ce8140b27bbc0d3ea0129421cf785928b"},
+    {file = "fasttext_wheel-0.9.2-cp37-cp37m-manylinux2014_s390x.whl", hash = "sha256:4bbe7046d079ba5724328eb8556212f60315edd26a2625c5bddad307bcee1267"},
+    {file = "fasttext_wheel-0.9.2-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:d5e389c0912606e45be7bcc860d60f8d9e0bc094e84b8c7d2445670ff7275c32"},
+    {file = "fasttext_wheel-0.9.2-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:1a0bf5f547430b838abcb0957fc7978feb4a02762b445a6c071394fab7207efd"},
+    {file = "fasttext_wheel-0.9.2-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d22d15523bcf1715af25f9ee33064658c9a51d4447ea32d5b57f003670fd02bc"},
+    {file = "fasttext_wheel-0.9.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6e76af4ce3974f28e80da9edfe650703454acaa4597f143ec6ba31892ddefb17"},
+    {file = "fasttext_wheel-0.9.2-cp37-cp37m-win32.whl", hash = "sha256:91e744f4100cea6ec7da41a85e9b7b905d679959357cec654febbc42f472c330"},
+    {file = "fasttext_wheel-0.9.2-cp37-cp37m-win_amd64.whl", hash = "sha256:17b02b00ca26f84c5a645141e1a88b80a835d74077d5a55738884f2f3e43da2c"},
+    {file = "fasttext_wheel-0.9.2-cp38-cp38-macosx_10_15_x86_64.whl", hash = "sha256:0ca1cf85b5159db69223cfa8a1cc5a00b521bb4bb5336fdf344ba743ca8f1dae"},
+    {file = "fasttext_wheel-0.9.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:ab7e2431999d352f0d417c7edc7bb76ee4377fd35d59dd4e77cefd33ee7341c8"},
+    {file = "fasttext_wheel-0.9.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:9d08cf0ea4081b755e029160a96f9be5cfc5468ad54f476fe0ef7a6dec5dc52c"},
+    {file = "fasttext_wheel-0.9.2-cp38-cp38-manylinux2010_i686.whl", hash = "sha256:e64226520d7433ee0997db4b29abeb21a465b48d68389fee50137eb08f7dd756"},
+    {file = "fasttext_wheel-0.9.2-cp38-cp38-manylinux2010_x86_64.whl", hash = "sha256:a5f4985db787b187933c12dfd89c972854b80ae97f07d004d73cdc9d251e8eb8"},
+    {file = "fasttext_wheel-0.9.2-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:3c0fdfb0fbfe62c95e6f6ffc0119afb3f5d32914b1be8f7052a828d95b1ca23c"},
+    {file = "fasttext_wheel-0.9.2-cp38-cp38-manylinux2014_armv7l.whl", hash = "sha256:11efd5f0aebcc6737636b6890ac0b85f3b87aa359645969b4a1962459e588c69"},
+    {file = "fasttext_wheel-0.9.2-cp38-cp38-manylinux2014_ppc64.whl", hash = "sha256:d29ac75e948ed3ef44df54b6fe203c8b9b3c08fb486a8634b6144425e72531ed"},
+    {file = "fasttext_wheel-0.9.2-cp38-cp38-manylinux2014_ppc64le.whl", hash = "sha256:3328e851e5896b373395ea108437045fa830c68ef86b0ab4db49bb7d64da77b7"},
+    {file = "fasttext_wheel-0.9.2-cp38-cp38-manylinux2014_s390x.whl", hash = "sha256:b10eb3702de7b56b4de83b83d39248e75198434fa7f6139805aa7b0a1b31245b"},
+    {file = "fasttext_wheel-0.9.2-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:1d64763e6f5d5f84ec4f226d78a56e9182fcd15e48219f10eecd09dc2cccefc9"},
+    {file = "fasttext_wheel-0.9.2-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:41b7f1237df82d29b6a64ca93894d8558c8b1791fd4f782b28a846c6ebccd182"},
+    {file = "fasttext_wheel-0.9.2-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9a5dcb79b828132cc16beb3d790b90c00b31b34a4cfb320a9ac2bfbcb507b12e"},
+    {file = "fasttext_wheel-0.9.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:31811c96ffe97d05272d77b7c0d4fe35b5d00dd63a189653eb9df3c60e11710c"},
+    {file = "fasttext_wheel-0.9.2-cp38-cp38-win32.whl", hash = "sha256:44b69266aa8604040be502985d6a56951ae9cd89dc9ec7c4505e864b5c584e0e"},
+    {file = "fasttext_wheel-0.9.2-cp38-cp38-win_amd64.whl", hash = "sha256:084fa472a49dc0c40e8153cae2b62b42433255c441934b0e9fd9526cab822991"},
+    {file = "fasttext_wheel-0.9.2-cp39-cp39-macosx_10_15_x86_64.whl", hash = "sha256:5d3636932dba77811225dee9af540af4b4eb80a2ddd214ae476dc4a945d932d7"},
+    {file = "fasttext_wheel-0.9.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:6f4ef14f4f866fa0d5c17facf490c6821a109ea78788c61cc168807cfe038110"},
+    {file = "fasttext_wheel-0.9.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:c12e4eb12eb9181e4c31d7ba671a2a96f86b5e2e987e691554d40a3846908658"},
+    {file = "fasttext_wheel-0.9.2-cp39-cp39-manylinux2010_i686.whl", hash = "sha256:3e66247d3035954c00ee987c5927f9ca7226597a5b3a1d43784b5935b35addbf"},
+    {file = "fasttext_wheel-0.9.2-cp39-cp39-manylinux2010_x86_64.whl", hash = "sha256:07387bd66a619e23e9b1520e5472a97ae2f63d6790511c242b6bbb8b008386ff"},
+    {file = "fasttext_wheel-0.9.2-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:1d96be81f8365783c4420b02024b1794ac13fa232be04813a2dae9cdc389e82d"},
+    {file = "fasttext_wheel-0.9.2-cp39-cp39-manylinux2014_armv7l.whl", hash = "sha256:1a6575feedff466d3af5a77f073294338da5dc361d538b6d1da74247336eba5b"},
+    {file = "fasttext_wheel-0.9.2-cp39-cp39-manylinux2014_ppc64.whl", hash = "sha256:7547a347a3b173a67571b629e5fa15f5d5154a9bf5809c94958bf6ec0e142512"},
+    {file = "fasttext_wheel-0.9.2-cp39-cp39-manylinux2014_ppc64le.whl", hash = "sha256:290e0030f237713afa30fc9b044aeac975f4d77c7281e1a533c08976d2ced05f"},
+    {file = "fasttext_wheel-0.9.2-cp39-cp39-manylinux2014_s390x.whl", hash = "sha256:f5895b20801b412a018ac4d56ef0d37d753e03f04fdbc23221f612f64dd83489"},
+    {file = "fasttext_wheel-0.9.2-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:7114a7950ca2a380647cc4268379f01b9d2dea5c7f9ec1a8bf063700a665b802"},
+    {file = "fasttext_wheel-0.9.2-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:20e0f4271fbbe606d6218bfbbe4a6496d8ae33ff5b1f94aacec003e3ca593fce"},
+    {file = "fasttext_wheel-0.9.2-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:35edd9a4c1a8b058b7aef686b5a6d941109db1f0d563ae19f48623b611283782"},
+    {file = "fasttext_wheel-0.9.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd59ea516b352911bce63c348c5c6f0981c54a88649db3ce5e437c386a994fe4"},
+    {file = "fasttext_wheel-0.9.2-cp39-cp39-win32.whl", hash = "sha256:5f3d27433b2280304f2aaba6b63bc79893a5113eed8e1c349d709d26ad072357"},
+    {file = "fasttext_wheel-0.9.2-cp39-cp39-win_amd64.whl", hash = "sha256:4cb4f08083429cb367d29722528e1e0371c512e77f1956c341151159d7a56197"},
+]
+
+[package.dependencies]
+numpy = "*"
+pybind11 = ">=2.2"
+setuptools = ">=0.7.0"
+
 [[package]]
 name = "fonttools"
 version = "4.44.1"
@@ -1059,6 +1237,162 @@ files = [
     {file = "pytz-2023.3.post1.tar.gz", hash = "sha256:7b4fddbeb94a1eba4b557da24f19fdf9db575192544270a9101d8509f9f43d7b"},
 ]
 
+[[package]]
+name = "pyyaml"
+version = "6.0.1"
+description = "YAML parser and emitter for Python"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "PyYAML-6.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d858aa552c999bc8a8d57426ed01e40bef403cd8ccdd0fc5f6f04a00414cac2a"},
+    {file = "PyYAML-6.0.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fd66fc5d0da6d9815ba2cebeb4205f95818ff4b79c3ebe268e75d961704af52f"},
+    {file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:69b023b2b4daa7548bcfbd4aa3da05b3a74b772db9e23b982788168117739938"},
+    {file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:81e0b275a9ecc9c0c0c07b4b90ba548307583c125f54d5b6946cfee6360c733d"},
+    {file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ba336e390cd8e4d1739f42dfe9bb83a3cc2e80f567d8805e11b46f4a943f5515"},
+    {file = "PyYAML-6.0.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:326c013efe8048858a6d312ddd31d56e468118ad4cdeda36c719bf5bb6192290"},
+    {file = "PyYAML-6.0.1-cp310-cp310-win32.whl", hash = "sha256:bd4af7373a854424dabd882decdc5579653d7868b8fb26dc7d0e99f823aa5924"},
+    {file = "PyYAML-6.0.1-cp310-cp310-win_amd64.whl", hash = "sha256:fd1592b3fdf65fff2ad0004b5e363300ef59ced41c2e6b3a99d4089fa8c5435d"},
+    {file = "PyYAML-6.0.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:6965a7bc3cf88e5a1c3bd2e0b5c22f8d677dc88a455344035f03399034eb3007"},
+    {file = "PyYAML-6.0.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:f003ed9ad21d6a4713f0a9b5a7a0a79e08dd0f221aff4525a2be4c346ee60aab"},
+    {file = "PyYAML-6.0.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:42f8152b8dbc4fe7d96729ec2b99c7097d656dc1213a3229ca5383f973a5ed6d"},
+    {file = "PyYAML-6.0.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:062582fca9fabdd2c8b54a3ef1c978d786e0f6b3a1510e0ac93ef59e0ddae2bc"},
+    {file = "PyYAML-6.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d2b04aac4d386b172d5b9692e2d2da8de7bfb6c387fa4f801fbf6fb2e6ba4673"},
+    {file = "PyYAML-6.0.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:e7d73685e87afe9f3b36c799222440d6cf362062f78be1013661b00c5c6f678b"},
+    {file = "PyYAML-6.0.1-cp311-cp311-win32.whl", hash = "sha256:1635fd110e8d85d55237ab316b5b011de701ea0f29d07611174a1b42f1444741"},
+    {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"},
+    {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"},
+    {file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"},
+    {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"},
+    {file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"},
+    {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"},
+    {file = "PyYAML-6.0.1-cp312-cp312-win_amd64.whl", hash = "sha256:0d3304d8c0adc42be59c5f8a4d9e3d7379e6955ad754aa9d6ab7a398b59dd1df"},
+    {file = "PyYAML-6.0.1-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:50550eb667afee136e9a77d6dc71ae76a44df8b3e51e41b77f6de2932bfe0f47"},
+    {file = "PyYAML-6.0.1-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1fe35611261b29bd1de0070f0b2f47cb6ff71fa6595c077e42bd0c419fa27b98"},
+    {file = "PyYAML-6.0.1-cp36-cp36m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:704219a11b772aea0d8ecd7058d0082713c3562b4e271b849ad7dc4a5c90c13c"},
+    {file = "PyYAML-6.0.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:afd7e57eddb1a54f0f1a974bc4391af8bcce0b444685d936840f125cf046d5bd"},
+    {file = "PyYAML-6.0.1-cp36-cp36m-win32.whl", hash = "sha256:fca0e3a251908a499833aa292323f32437106001d436eca0e6e7833256674585"},
+    {file = "PyYAML-6.0.1-cp36-cp36m-win_amd64.whl", hash = "sha256:f22ac1c3cac4dbc50079e965eba2c1058622631e526bd9afd45fedd49ba781fa"},
+    {file = "PyYAML-6.0.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:b1275ad35a5d18c62a7220633c913e1b42d44b46ee12554e5fd39c70a243d6a3"},
+    {file = "PyYAML-6.0.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:18aeb1bf9a78867dc38b259769503436b7c72f7a1f1f4c93ff9a17de54319b27"},
+    {file = "PyYAML-6.0.1-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:596106435fa6ad000c2991a98fa58eeb8656ef2325d7e158344fb33864ed87e3"},
+    {file = "PyYAML-6.0.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:baa90d3f661d43131ca170712d903e6295d1f7a0f595074f151c0aed377c9b9c"},
+    {file = "PyYAML-6.0.1-cp37-cp37m-win32.whl", hash = "sha256:9046c58c4395dff28dd494285c82ba00b546adfc7ef001486fbf0324bc174fba"},
+    {file = "PyYAML-6.0.1-cp37-cp37m-win_amd64.whl", hash = "sha256:4fb147e7a67ef577a588a0e2c17b6db51dda102c71de36f8549b6816a96e1867"},
+    {file = "PyYAML-6.0.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:1d4c7e777c441b20e32f52bd377e0c409713e8bb1386e1099c2415f26e479595"},
+    {file = "PyYAML-6.0.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a0cd17c15d3bb3fa06978b4e8958dcdc6e0174ccea823003a106c7d4d7899ac5"},
+    {file = "PyYAML-6.0.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:28c119d996beec18c05208a8bd78cbe4007878c6dd15091efb73a30e90539696"},
+    {file = "PyYAML-6.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7e07cbde391ba96ab58e532ff4803f79c4129397514e1413a7dc761ccd755735"},
+    {file = "PyYAML-6.0.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:49a183be227561de579b4a36efbb21b3eab9651dd81b1858589f796549873dd6"},
+    {file = "PyYAML-6.0.1-cp38-cp38-win32.whl", hash = "sha256:184c5108a2aca3c5b3d3bf9395d50893a7ab82a38004c8f61c258d4428e80206"},
+    {file = "PyYAML-6.0.1-cp38-cp38-win_amd64.whl", hash = "sha256:1e2722cc9fbb45d9b87631ac70924c11d3a401b2d7f410cc0e3bbf249f2dca62"},
+    {file = "PyYAML-6.0.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9eb6caa9a297fc2c2fb8862bc5370d0303ddba53ba97e71f08023b6cd73d16a8"},
+    {file = "PyYAML-6.0.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:c8098ddcc2a85b61647b2590f825f3db38891662cfc2fc776415143f599bb859"},
+    {file = "PyYAML-6.0.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5773183b6446b2c99bb77e77595dd486303b4faab2b086e7b17bc6bef28865f6"},
+    {file = "PyYAML-6.0.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b786eecbdf8499b9ca1d697215862083bd6d2a99965554781d0d8d1ad31e13a0"},
+    {file = "PyYAML-6.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bc1bf2925a1ecd43da378f4db9e4f799775d6367bdb94671027b73b393a7c42c"},
+    {file = "PyYAML-6.0.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:04ac92ad1925b2cff1db0cfebffb6ffc43457495c9b3c39d3fcae417d7125dc5"},
+    {file = "PyYAML-6.0.1-cp39-cp39-win32.whl", hash = "sha256:faca3bdcf85b2fc05d06ff3fbc1f83e1391b3e724afa3feba7d13eeab355484c"},
+    {file = "PyYAML-6.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:510c9deebc5c0225e8c96813043e62b680ba2f9c50a08d3724c7f28a747d1486"},
+    {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"},
+]
+
+[[package]]
+name = "regex"
+version = "2023.10.3"
+description = "Alternative regular expression module, to replace re."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "regex-2023.10.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4c34d4f73ea738223a094d8e0ffd6d2c1a1b4c175da34d6b0de3d8d69bee6bcc"},
+    {file = "regex-2023.10.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a8f4e49fc3ce020f65411432183e6775f24e02dff617281094ba6ab079ef0915"},
+    {file = "regex-2023.10.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4cd1bccf99d3ef1ab6ba835308ad85be040e6a11b0977ef7ea8c8005f01a3c29"},
+    {file = "regex-2023.10.3-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:81dce2ddc9f6e8f543d94b05d56e70d03a0774d32f6cca53e978dc01e4fc75b8"},
+    {file = "regex-2023.10.3-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9c6b4d23c04831e3ab61717a707a5d763b300213db49ca680edf8bf13ab5d91b"},
+    {file = "regex-2023.10.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c15ad0aee158a15e17e0495e1e18741573d04eb6da06d8b84af726cfc1ed02ee"},
+    {file = "regex-2023.10.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6239d4e2e0b52c8bd38c51b760cd870069f0bdf99700a62cd509d7a031749a55"},
+    {file = "regex-2023.10.3-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:4a8bf76e3182797c6b1afa5b822d1d5802ff30284abe4599e1247be4fd6b03be"},
+    {file = "regex-2023.10.3-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:d9c727bbcf0065cbb20f39d2b4f932f8fa1631c3e01fcedc979bd4f51fe051c5"},
+    {file = "regex-2023.10.3-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:3ccf2716add72f80714b9a63899b67fa711b654be3fcdd34fa391d2d274ce767"},
+    {file = "regex-2023.10.3-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:107ac60d1bfdc3edb53be75e2a52aff7481b92817cfdddd9b4519ccf0e54a6ff"},
+    {file = "regex-2023.10.3-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:00ba3c9818e33f1fa974693fb55d24cdc8ebafcb2e4207680669d8f8d7cca79a"},
+    {file = "regex-2023.10.3-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:f0a47efb1dbef13af9c9a54a94a0b814902e547b7f21acb29434504d18f36e3a"},
+    {file = "regex-2023.10.3-cp310-cp310-win32.whl", hash = "sha256:36362386b813fa6c9146da6149a001b7bd063dabc4d49522a1f7aa65b725c7ec"},
+    {file = "regex-2023.10.3-cp310-cp310-win_amd64.whl", hash = "sha256:c65a3b5330b54103e7d21cac3f6bf3900d46f6d50138d73343d9e5b2900b2353"},
+    {file = "regex-2023.10.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:90a79bce019c442604662d17bf69df99090e24cdc6ad95b18b6725c2988a490e"},
+    {file = "regex-2023.10.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:c7964c2183c3e6cce3f497e3a9f49d182e969f2dc3aeeadfa18945ff7bdd7051"},
+    {file = "regex-2023.10.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4ef80829117a8061f974b2fda8ec799717242353bff55f8a29411794d635d964"},
+    {file = "regex-2023.10.3-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5addc9d0209a9afca5fc070f93b726bf7003bd63a427f65ef797a931782e7edc"},
+    {file = "regex-2023.10.3-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c148bec483cc4b421562b4bcedb8e28a3b84fcc8f0aa4418e10898f3c2c0eb9b"},
+    {file = "regex-2023.10.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8d1f21af4c1539051049796a0f50aa342f9a27cde57318f2fc41ed50b0dbc4ac"},
+    {file = "regex-2023.10.3-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0b9ac09853b2a3e0d0082104036579809679e7715671cfbf89d83c1cb2a30f58"},
+    {file = "regex-2023.10.3-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:ebedc192abbc7fd13c5ee800e83a6df252bec691eb2c4bedc9f8b2e2903f5e2a"},
+    {file = "regex-2023.10.3-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:d8a993c0a0ffd5f2d3bda23d0cd75e7086736f8f8268de8a82fbc4bd0ac6791e"},
+    {file = "regex-2023.10.3-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:be6b7b8d42d3090b6c80793524fa66c57ad7ee3fe9722b258aec6d0672543fd0"},
+    {file = "regex-2023.10.3-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:4023e2efc35a30e66e938de5aef42b520c20e7eda7bb5fb12c35e5d09a4c43f6"},
+    {file = "regex-2023.10.3-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:0d47840dc05e0ba04fe2e26f15126de7c755496d5a8aae4a08bda4dd8d646c54"},
+    {file = "regex-2023.10.3-cp311-cp311-win32.whl", hash = "sha256:9145f092b5d1977ec8c0ab46e7b3381b2fd069957b9862a43bd383e5c01d18c2"},
+    {file = "regex-2023.10.3-cp311-cp311-win_amd64.whl", hash = "sha256:b6104f9a46bd8743e4f738afef69b153c4b8b592d35ae46db07fc28ae3d5fb7c"},
+    {file = "regex-2023.10.3-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:bff507ae210371d4b1fe316d03433ac099f184d570a1a611e541923f78f05037"},
+    {file = "regex-2023.10.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:be5e22bbb67924dea15039c3282fa4cc6cdfbe0cbbd1c0515f9223186fc2ec5f"},
+    {file = "regex-2023.10.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4a992f702c9be9c72fa46f01ca6e18d131906a7180950958f766c2aa294d4b41"},
+    {file = "regex-2023.10.3-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:7434a61b158be563c1362d9071358f8ab91b8d928728cd2882af060481244c9e"},
+    {file = "regex-2023.10.3-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c2169b2dcabf4e608416f7f9468737583ce5f0a6e8677c4efbf795ce81109d7c"},
+    {file = "regex-2023.10.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a9e908ef5889cda4de038892b9accc36d33d72fb3e12c747e2799a0e806ec841"},
+    {file = "regex-2023.10.3-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:12bd4bc2c632742c7ce20db48e0d99afdc05e03f0b4c1af90542e05b809a03d9"},
+    {file = "regex-2023.10.3-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:bc72c231f5449d86d6c7d9cc7cd819b6eb30134bb770b8cfdc0765e48ef9c420"},
+    {file = "regex-2023.10.3-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:bce8814b076f0ce5766dc87d5a056b0e9437b8e0cd351b9a6c4e1134a7dfbda9"},
+    {file = "regex-2023.10.3-cp312-cp312-musllinux_1_1_ppc64le.whl", hash = "sha256:ba7cd6dc4d585ea544c1412019921570ebd8a597fabf475acc4528210d7c4a6f"},
+    {file = "regex-2023.10.3-cp312-cp312-musllinux_1_1_s390x.whl", hash = "sha256:b0c7d2f698e83f15228ba41c135501cfe7d5740181d5903e250e47f617eb4292"},
+    {file = "regex-2023.10.3-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:5a8f91c64f390ecee09ff793319f30a0f32492e99f5dc1c72bc361f23ccd0a9a"},
+    {file = "regex-2023.10.3-cp312-cp312-win32.whl", hash = "sha256:ad08a69728ff3c79866d729b095872afe1e0557251da4abb2c5faff15a91d19a"},
+    {file = "regex-2023.10.3-cp312-cp312-win_amd64.whl", hash = "sha256:39cdf8d141d6d44e8d5a12a8569d5a227f645c87df4f92179bd06e2e2705e76b"},
+    {file = "regex-2023.10.3-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:4a3ee019a9befe84fa3e917a2dd378807e423d013377a884c1970a3c2792d293"},
+    {file = "regex-2023.10.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:76066d7ff61ba6bf3cb5efe2428fc82aac91802844c022d849a1f0f53820502d"},
+    {file = "regex-2023.10.3-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:bfe50b61bab1b1ec260fa7cd91106fa9fece57e6beba05630afe27c71259c59b"},
+    {file = "regex-2023.10.3-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9fd88f373cb71e6b59b7fa597e47e518282455c2734fd4306a05ca219a1991b0"},
+    {file = "regex-2023.10.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b3ab05a182c7937fb374f7e946f04fb23a0c0699c0450e9fb02ef567412d2fa3"},
+    {file = "regex-2023.10.3-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:dac37cf08fcf2094159922edc7a2784cfcc5c70f8354469f79ed085f0328ebdf"},
+    {file = "regex-2023.10.3-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:e54ddd0bb8fb626aa1f9ba7b36629564544954fff9669b15da3610c22b9a0991"},
+    {file = "regex-2023.10.3-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:3367007ad1951fde612bf65b0dffc8fd681a4ab98ac86957d16491400d661302"},
+    {file = "regex-2023.10.3-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:16f8740eb6dbacc7113e3097b0a36065a02e37b47c936b551805d40340fb9971"},
+    {file = "regex-2023.10.3-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:f4f2ca6df64cbdd27f27b34f35adb640b5d2d77264228554e68deda54456eb11"},
+    {file = "regex-2023.10.3-cp37-cp37m-musllinux_1_1_s390x.whl", hash = "sha256:39807cbcbe406efca2a233884e169d056c35aa7e9f343d4e78665246a332f597"},
+    {file = "regex-2023.10.3-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:7eece6fbd3eae4a92d7c748ae825cbc1ee41a89bb1c3db05b5578ed3cfcfd7cb"},
+    {file = "regex-2023.10.3-cp37-cp37m-win32.whl", hash = "sha256:ce615c92d90df8373d9e13acddd154152645c0dc060871abf6bd43809673d20a"},
+    {file = "regex-2023.10.3-cp37-cp37m-win_amd64.whl", hash = "sha256:0f649fa32fe734c4abdfd4edbb8381c74abf5f34bc0b3271ce687b23729299ed"},
+    {file = "regex-2023.10.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:9b98b7681a9437262947f41c7fac567c7e1f6eddd94b0483596d320092004533"},
+    {file = "regex-2023.10.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:91dc1d531f80c862441d7b66c4505cd6ea9d312f01fb2f4654f40c6fdf5cc37a"},
+    {file = "regex-2023.10.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:82fcc1f1cc3ff1ab8a57ba619b149b907072e750815c5ba63e7aa2e1163384a4"},
+    {file = "regex-2023.10.3-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:7979b834ec7a33aafae34a90aad9f914c41fd6eaa8474e66953f3f6f7cbd4368"},
+    {file = "regex-2023.10.3-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ef71561f82a89af6cfcbee47f0fabfdb6e63788a9258e913955d89fdd96902ab"},
+    {file = "regex-2023.10.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dd829712de97753367153ed84f2de752b86cd1f7a88b55a3a775eb52eafe8a94"},
+    {file = "regex-2023.10.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:00e871d83a45eee2f8688d7e6849609c2ca2a04a6d48fba3dff4deef35d14f07"},
+    {file = "regex-2023.10.3-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:706e7b739fdd17cb89e1fbf712d9dc21311fc2333f6d435eac2d4ee81985098c"},
+    {file = "regex-2023.10.3-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:cc3f1c053b73f20c7ad88b0d1d23be7e7b3901229ce89f5000a8399746a6e039"},
+    {file = "regex-2023.10.3-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:6f85739e80d13644b981a88f529d79c5bdf646b460ba190bffcaf6d57b2a9863"},
+    {file = "regex-2023.10.3-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:741ba2f511cc9626b7561a440f87d658aabb3d6b744a86a3c025f866b4d19e7f"},
+    {file = "regex-2023.10.3-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:e77c90ab5997e85901da85131fd36acd0ed2221368199b65f0d11bca44549711"},
+    {file = "regex-2023.10.3-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:979c24cbefaf2420c4e377ecd1f165ea08cc3d1fbb44bdc51bccbbf7c66a2cb4"},
+    {file = "regex-2023.10.3-cp38-cp38-win32.whl", hash = "sha256:58837f9d221744d4c92d2cf7201c6acd19623b50c643b56992cbd2b745485d3d"},
+    {file = "regex-2023.10.3-cp38-cp38-win_amd64.whl", hash = "sha256:c55853684fe08d4897c37dfc5faeff70607a5f1806c8be148f1695be4a63414b"},
+    {file = "regex-2023.10.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:2c54e23836650bdf2c18222c87f6f840d4943944146ca479858404fedeb9f9af"},
+    {file = "regex-2023.10.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:69c0771ca5653c7d4b65203cbfc5e66db9375f1078689459fe196fe08b7b4930"},
+    {file = "regex-2023.10.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6ac965a998e1388e6ff2e9781f499ad1eaa41e962a40d11c7823c9952c77123e"},
+    {file = "regex-2023.10.3-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1c0e8fae5b27caa34177bdfa5a960c46ff2f78ee2d45c6db15ae3f64ecadde14"},
+    {file = "regex-2023.10.3-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6c56c3d47da04f921b73ff9415fbaa939f684d47293f071aa9cbb13c94afc17d"},
+    {file = "regex-2023.10.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7ef1e014eed78ab650bef9a6a9cbe50b052c0aebe553fb2881e0453717573f52"},
+    {file = "regex-2023.10.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d29338556a59423d9ff7b6eb0cb89ead2b0875e08fe522f3e068b955c3e7b59b"},
+    {file = "regex-2023.10.3-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:9c6d0ced3c06d0f183b73d3c5920727268d2201aa0fe6d55c60d68c792ff3588"},
+    {file = "regex-2023.10.3-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:994645a46c6a740ee8ce8df7911d4aee458d9b1bc5639bc968226763d07f00fa"},
+    {file = "regex-2023.10.3-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:66e2fe786ef28da2b28e222c89502b2af984858091675044d93cb50e6f46d7af"},
+    {file = "regex-2023.10.3-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:11175910f62b2b8c055f2b089e0fedd694fe2be3941b3e2633653bc51064c528"},
+    {file = "regex-2023.10.3-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:06e9abc0e4c9ab4779c74ad99c3fc10d3967d03114449acc2c2762ad4472b8ca"},
+    {file = "regex-2023.10.3-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:fb02e4257376ae25c6dd95a5aec377f9b18c09be6ebdefa7ad209b9137b73d48"},
+    {file = "regex-2023.10.3-cp39-cp39-win32.whl", hash = "sha256:3b2c3502603fab52d7619b882c25a6850b766ebd1b18de3df23b2f939360e1bd"},
+    {file = "regex-2023.10.3-cp39-cp39-win_amd64.whl", hash = "sha256:adbccd17dcaff65704c856bd29951c58a1bd4b2b0f8ad6b826dbd543fe740988"},
+    {file = "regex-2023.10.3.tar.gz", hash = "sha256:3fef4f844d2290ee0ba57addcec17eec9e3df73f10a2748485dfd6a3a188cc0f"},
+]
+
 [[package]]
 name = "seaborn"
 version = "0.13.0"
@@ -1173,6 +1507,22 @@ files = [
     {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
 ]
 
+[[package]]
+name = "urllib3"
+version = "2.1.0"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "urllib3-2.1.0-py3-none-any.whl", hash = "sha256:55901e917a5896a349ff771be919f8bd99aff50b79fe58fec595eb37bbc56bb3"},
+    {file = "urllib3-2.1.0.tar.gz", hash = "sha256:df7aa8afb0148fa78488e7899b2c59b5f4ffcfa82e6c54ccb9dd37c1d7b52d54"},
+]
+
+[package.extras]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
+
 [[package]]
 name = "zipp"
 version = "3.17.0"
@@ -1191,4 +1541,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8,<3.13"
-content-hash = "eb50847042b95d6aba005465b0ea09887898e3c4ecbdf59b90887d77575c16c1"
+content-hash = "bbcd8eb92eb85670e16392fca5a821dbb3998ae8d9163066cd28d0c0c3f87d61"
diff --git a/pyproject.toml b/pyproject.toml
index 63e97a4b..a2af6fd8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -106,6 +106,7 @@ black = "^23.11.0"
 [tool.poetry.group.script.dependencies]
 # https://github.com/facebookresearch/fastText/pull/1292
 fasttext = {git = "https://github.com/cfculhane/fastText.git"}
+cyhunspell = {git = "https://github.com/MSeal/cython_hunspell", tag = "2.0.3"}
 fastspell = "^0.11"
 langdetect = "^1.0.9"
 langid = "^1.1.6"