diff --git a/Pipfile b/Pipfile
index 31e0807..dd449a6 100644
--- a/Pipfile
+++ b/Pipfile
@@ -39,4 +39,5 @@ pytest = "*"
 sphinx = "*"
 
 [requires]
-python_version = "3.8"
+# Keep this in sync with supported runtime to avoid Dependabot parser failures.
+python_version = "3.11"
diff --git a/Pipfile.lock b/Pipfile.lock
deleted file mode 100644
index 2a0399e..0000000
--- a/Pipfile.lock
+++ /dev/null
@@ -1,1235 +0,0 @@
-{
-    "_meta": {
-        "hash": {
-            "sha256": "6bd69de2b9b5af76206e39112b374d610e0551f05548bada6d25dbe81842d0cd"
-        },
-        "pipfile-spec": 6,
-        "requires": {
-            "python_version": "3.8"
-        },
-        "sources": [
-            {
-                "name": "pypi",
-                "url": "https://pypi.org/simple",
-                "verify_ssl": true
-            }
-        ]
-    },
-    "default": {
-        "backports.zoneinfo": {
-            "hashes": [
-                "sha256:17746bd546106fa389c51dbea67c8b7c8f0d14b5526a579ca6ccf5ed72c526cf",
-                "sha256:1b13e654a55cd45672cb54ed12148cd33628f672548f373963b0bff67b217328",
-                "sha256:1c5742112073a563c81f786e77514969acb58649bcdf6cdf0b4ed31a348d4546",
-                "sha256:4a0f800587060bf8880f954dbef70de6c11bbe59c673c3d818921f042f9954a6",
-                "sha256:5c144945a7752ca544b4b78c8c41544cdfaf9786f25fe5ffb10e838e19a27570",
-                "sha256:7b0a64cda4145548fed9efc10322770f929b944ce5cee6c0dfe0c87bf4c0c8c9",
-                "sha256:8439c030a11780786a2002261569bdf362264f605dfa4d65090b64b05c9f79a7",
-                "sha256:8961c0f32cd0336fb8e8ead11a1f8cd99ec07145ec2931122faaac1c8f7fd987",
-                "sha256:89a48c0d158a3cc3f654da4c2de1ceba85263fafb861b98b59040a5086259722",
-                "sha256:a76b38c52400b762e48131494ba26be363491ac4f9a04c1b7e92483d169f6582",
-                "sha256:da6013fd84a690242c310d77ddb8441a559e9cb3d3d59ebac9aca1a57b2e18bc",
-                "sha256:e55b384612d93be96506932a786bbcde5a2db7a9e6a4bb4bffe8b733f5b9036b",
-                "sha256:e81b76cace8eda1fca50e345242ba977f9be6ae3945af8d46326d776b4cf78d1",
-                "sha256:e8236383a20872c0cdf5a62b554b27538db7fa1bbec52429d8d106effbaeca08",
-                "sha256:f04e857b59d9d1ccc39ce2da1021d196e47234873820cbeaad210724b1ee28ac",
-                "sha256:fadbfe37f74051d024037f223b8e001611eac868b5c5b06144ef4d8b799862f2"
-            ],
-            "markers": "python_version < '3.9'",
-            "version": "==0.2.1"
-        },
-        "beautifulsoup4": {
-            "hashes": [
-                "sha256:58d5c3d29f5a36ffeb94f02f0d786cd53014cf9b3b3951d42e0080d8a9498d30",
-                "sha256:ad9aa55b65ef2808eb405f46cf74df7fcb7044d5cbc26487f96eb2ef2e436693"
-            ],
-            "index": "pypi",
-            "version": "==4.11.1"
-        },
-        "certifi": {
-            "hashes": [
-                "sha256:0d9c601124e5a6ba9712dbc60d9c53c21e34f5f641fe83002317394311bdce14",
-                "sha256:90c1a32f1d68f940488354e36370f6cca89f0f106db09518524c88d6ed83f382"
-            ],
-            "markers": "python_version >= '3.6'",
-            "version": "==2022.9.24"
-        },
-        "charset-normalizer": {
-            "hashes": [
-                "sha256:5a3d016c7c547f69d6f81fb0db9449ce888b418b5b9952cc5e6e66843e9dd845",
-                "sha256:83e9a75d1911279afd89352c68b45348559d1fc0506b054b346651b5e7fee29f"
-            ],
-            "markers": "python_full_version >= '3.6.0'",
-            "version": "==2.1.1"
-        },
-        "click": {
-            "hashes": [
-                "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e",
-                "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==8.1.3"
-        },
-        "cloudpickle": {
-            "hashes": [
-                "sha256:3f4219469c55453cfe4737e564b67c2a149109dabf7f242478948b895f61106f",
-                "sha256:7428798d5926d8fcbfd092d18d01a2a03daf8237d8fcdc8095d256b8490796f0"
-            ],
-            "index": "pypi",
-            "version": "==2.2.0"
-        },
-        "cython": {
-            "hashes": [
-                "sha256:061e25151c38f2361bc790d3bcf7f9d9828a0b6a4d5afa56fbed3bd33fb2373a",
-                "sha256:06be83490c906b6429b4389e13487a26254ccaad2eef6f3d4ee21d8d3a4aaa2b",
-                "sha256:07d173d3289415bb496e72cb0ddd609961be08fe2968c39094d5712ffb78672b",
-                "sha256:0bbc27abdf6aebfa1bce34cd92bd403070356f28b0ecb3198ff8a182791d58b9",
-                "sha256:0ea8267fc373a2c5064ad77d8ff7bf0ea8b88f7407098ff51829381f8ec1d5d9",
-                "sha256:3875c2b2ea752816a4d7ae59d45bb546e7c4c79093c83e3ba7f4d9051dd02928",
-                "sha256:39afb4679b8c6bf7ccb15b24025568f4f9b4d7f9bf3cbd981021f542acecd75b",
-                "sha256:3f85eb2343d20d91a4ea9cf14e5748092b376a64b7e07fc224e85b2753e9070b",
-                "sha256:40eff7aa26e91cf108fd740ffd4daf49f39b2fdffadabc7292b4b7dc5df879f0",
-                "sha256:479690d2892ca56d34812fe6ab8f58e4b2e0129140f3d94518f15993c40553da",
-                "sha256:4a4b03ab483271f69221c3210f7cde0dcc456749ecf8243b95bc7a701e5677e0",
-                "sha256:513e9707407608ac0d306c8b09d55a28be23ea4152cbd356ceaec0f32ef08d65",
-                "sha256:5514f3b4122cb22317122a48e175a7194e18e1803ca555c4c959d7dfe68eaf98",
-                "sha256:5ba622326f2862f9c1f99ca8d47ade49871241920a352c917e16861e25b0e5c3",
-                "sha256:63b79d9e1f7c4d1f498ab1322156a0d7dc1b6004bf981a8abda3f66800e140cd",
-                "sha256:656dc5ff1d269de4d11ee8542f2ffd15ab466c447c1f10e5b8aba6f561967276",
-                "sha256:67fdd2f652f8d4840042e2d2d91e15636ba2bcdcd92e7e5ffbc68e6ef633a754",
-                "sha256:79e3bab19cf1b021b613567c22eb18b76c0c547b9bc3903881a07bfd9e7e64cf",
-                "sha256:856d2fec682b3f31583719cb6925c6cdbb9aa30f03122bcc45c65c8b6f515754",
-                "sha256:8669cadeb26d9a58a5e6b8ce34d2c8986cc3b5c0bfa77eda6ceb471596cb2ec3",
-                "sha256:8733cf4758b79304f2a4e39ebfac5e92341bce47bcceb26c1254398b2f8c1af7",
-                "sha256:97335b2cd4acebf30d14e2855d882de83ad838491a09be2011745579ac975833",
-                "sha256:afbce249133a830f121b917f8c9404a44f2950e0e4f5d1e68f043da4c2e9f457",
-                "sha256:b0595aee62809ba353cebc5c7978e0e443760c3e882e2c7672c73ffe46383673",
-                "sha256:b6da3063c5c476f5311fd76854abae6c315f1513ef7d7904deed2e774623bbb9",
-                "sha256:c8e8025f496b5acb6ba95da2fb3e9dacffc97d9a92711aacfdd42f9c5927e094",
-                "sha256:cddc47ec746a08603037731f5d10aebf770ced08666100bd2cdcaf06a85d4d1b",
-                "sha256:cdf10af3e2e3279dc09fdc5f95deaa624850a53913f30350ceee824dc14fc1a6",
-                "sha256:d968ffc403d92addf20b68924d95428d523436adfd25cf505d427ed7ba3bee8b",
-                "sha256:dbee03b8d42dca924e6aa057b836a064c769ddfd2a4c2919e65da2c8a362d528",
-                "sha256:e1958e0227a4a6a2c06fd6e35b7469de50adf174102454db397cec6e1403cce3",
-                "sha256:e6ffa08aa1c111a1ebcbd1cf4afaaec120bc0bbdec3f2545f8bb7d3e8e77a1cd",
-                "sha256:e83228e0994497900af954adcac27f64c9a57cd70a9ec768ab0cb2c01fd15cf1",
-                "sha256:ea1dcc07bfb37367b639415333cfbfe4a93c3be340edf1db10964bc27d42ed64",
-                "sha256:eca3065a1279456e81c615211d025ea11bfe4e19f0c5650b859868ca04b3fcbd",
-                "sha256:ed087eeb88a8cf96c60fb76c5c3b5fb87188adee5e179f89ec9ad9a43c0c54b3",
-                "sha256:eeb475eb6f0ccf6c039035eb4f0f928eb53ead88777e0a760eccb140ad90930b",
-                "sha256:eefd2b9a5f38ded8d859fe96cc28d7d06e098dc3f677e7adbafda4dcdd4a461c",
-                "sha256:f3fd44cc362eee8ae569025f070d56208908916794b6ab21e139cea56470a2b3",
-                "sha256:f9944013588a3543fca795fffb0a070a31a243aa4f2d212f118aa95e69485831"
-            ],
-            "index": "pypi",
-            "version": "==0.29.32"
-        },
-        "dateparser": {
-            "hashes": [
-                "sha256:4431159799b63d8acec5d7d844c5e06edf3d1b0eb2bda6d4cac87134ddddd01c",
-                "sha256:73ec6e44a133c54076ecf9f9dc0fbe3dd4831f154f977ff06f53114d57c5425e"
-            ],
-            "index": "pypi",
-            "version": "==1.1.4"
-        },
-        "docopt": {
-            "hashes": [
-                "sha256:49b3a825280bd66b3aa83585ef59c4a8c82f2c8a522dbe754a8bc8d08c85c491"
-            ],
-            "version": "==0.6.2"
-        },
-        "elastic-transport": {
-            "hashes": [
-                "sha256:19db271ab79c9f70f8c43f8f5b5111408781a6176b54ab2e54d713b6d9ceb815",
-                "sha256:b9ad708ceb7fcdbc6b30a96f886609a109f042c0b9d9f2e44403b3133ba7ff10"
-            ],
-            "markers": "python_version >= '3.6'",
-            "version": "==8.4.0"
-        },
-        "elasticsearch": {
-            "hashes": [
-                "sha256:100ead24d2a20d40227bde9c586c9e32b820d15d3dfb4f12204d6b11841f029e",
-                "sha256:7fd57b89b1dfc3c976a71af58376d300a4e40dfcdd22ea2573ce6a830c9ad7c2"
-            ],
-            "index": "pypi",
-            "version": "==8.5.2"
-        },
-        "gensim": {
-            "hashes": [
-                "sha256:1932c257de4eccbb64cc40d46e8577a25f5f47b94b96019a969fb36150f11d15",
-                "sha256:1ff0171ec5b7473facb1441426a6b41e8ec4599fd62e1820868ab965804e3d4c",
-                "sha256:36222dbf89aa57909131fc79654e92c918e1075b9ebd00532c3d23b76b6ce8eb",
-                "sha256:39139be83c3128e234216189a094f959ac2b052a808911b0b56d980d5f96981f",
-                "sha256:3e34cfe767a8db52812826136d6e94863081fd1456726bd1ff40b4e25965fbb5",
-                "sha256:58d9ab570b225f3aafec55286864560a25701f7446af9dbc0ad51aa5f61712fa",
-                "sha256:615d2a57efeaf97cd847e95f83b2fc168f9d22f4922aaa9cda9350f05648560c",
-                "sha256:66a9574f9f2bbf8fd8e6d7a120443793b96bfd4c153b41f266b6299aa3362de7",
-                "sha256:7bbc3d6c80c9fd97b89dfee2f44562b75542f72141f5fbacb91334597485f55c",
-                "sha256:804e18d76d9034bc70f93b8407680b7956c99f03914e85e31dd8b296623dc0ed",
-                "sha256:8bd89b791e6729a9dd1c345d32fc9e2ba51348cf54fbaa8d49259eb92e719084",
-                "sha256:8c6a4b271f4d554fdf14b9cb34d4da6cde7084f7f581c5c6dd5fcac648db35be",
-                "sha256:8d0bf4074ff467a0b22c5e4cecfb7d12afcca6246dac515d5a06ab7e4c775f8e",
-                "sha256:d4b4ca5d1408e2d89e0ac45cd8a432abf747d5b62eea68e6dccacefa03d759c9",
-                "sha256:d812dcdf2bfaf527a09ecf867303c117d6f497233db08f1d8209ffb71aaf3fdb",
-                "sha256:ea47999c7da97472fce8f0831a63e4089d85539c8e0cdb895f087aea1eed4a3b",
-                "sha256:f6133b0f76d0c262231465936cded8920df88edf079df1e7bfe95f049ad8301e"
-            ],
-            "index": "pypi",
-            "version": "==4.1.2"
-        },
-        "idna": {
-            "hashes": [
-                "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4",
-                "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"
-            ],
-            "markers": "python_version >= '3.5'",
-            "version": "==3.4"
-        },
-        "importlib-metadata": {
-            "hashes": [
-                "sha256:da31db32b304314d044d3c12c79bd59e307889b287ad12ff387b3500835fc2ab",
-                "sha256:ddb0e35065e8938f867ed4928d0ae5bf2a53b7773871bfe6bcc7e4fcdc7dea43"
-            ],
-            "index": "pypi",
-            "version": "==5.0.0"
-        },
-        "jellyfish": {
-            "hashes": [
-                "sha256:5104e45a2b804b48a46a92a5e6d6e86830fe60ae83b1da32c867402c8f4c2094"
-            ],
-            "version": "==0.6.1"
-        },
-        "joblib": {
-            "hashes": [
-                "sha256:091138ed78f800342968c523bdde947e7a305b8594b910a0fea2ab83c3c6d385",
-                "sha256:e1cee4a79e4af22881164f218d4311f60074197fb707e082e803b61f6d137018"
-            ],
-            "index": "pypi",
-            "version": "==1.2.0"
-        },
-        "lxml": {
-            "hashes": [
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-                "sha256:0538747a9d7827ce3e16a8fdd201a99e661c7dee3c96c885d8ecba3c35d1032c",
-                "sha256:0645e934e940107e2fdbe7c5b6fb8ec6232444260752598bc4d09511bd056c0b",
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-                "sha256:13c90064b224e10c14dcdf8086688d3f0e612db53766e7478d7754703295c7c8",
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-                "sha256:1436cf0063bba7888e43f1ba8d58824f085410ea2025befe81150aceb123e345",
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-                "sha256:21fb3d24ab430fc538a96e9fbb9b150029914805d551deeac7d7822f64631dfc",
-                "sha256:27e590352c76156f50f538dbcebd1925317a0f70540f7dc8c97d2931c595783a",
-                "sha256:287605bede6bd36e930577c5925fcea17cb30453d96a7b4c63c14a257118dbb9",
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-                "sha256:41fb58868b816c202e8881fd0f179a4644ce6e7cbbb248ef0283a34b73ec73bb",
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-                "sha256:487c8e61d7acc50b8be82bda8c8d21d20e133c3cbf41bd8ad7eb1aaeb3f07c97",
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-                "sha256:4cfbe42c686f33944e12f45a27d25a492cc0e43e1dc1da5d6a87cbcaf2e95627",
-                "sha256:4d5bae0a37af799207140652a700f21a85946f107a199bcb06720b13a4f1f0b7",
-                "sha256:4e285b5f2bf321fc0857b491b5028c5f276ec0c873b985d58d7748ece1d770dd",
-                "sha256:57e4d637258703d14171b54203fd6822fda218c6c2658a7d30816b10995f29f3",
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-                "sha256:830c88747dce8a3e7525defa68afd742b4580df6aa2fdd6f0855481e3994d391",
-                "sha256:86e92728ef3fc842c50a5cb1d5ba2bc66db7da08a7af53fb3da79e202d1b2cd3",
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-                "sha256:8d1a92d8e90b286d491e5626af53afef2ba04da33e82e30744795c71880eaa21",
-                "sha256:8f0a4d179c9a941eb80c3a63cdb495e539e064f8054230844dcf2fcb812b71d3",
-                "sha256:9232b09f5efee6a495a99ae6824881940d6447debe272ea400c02e3b68aad85d",
-                "sha256:927a9dd016d6033bc12e0bf5dee1dde140235fc8d0d51099353c76081c03dc29",
-                "sha256:93e414e3206779ef41e5ff2448067213febf260ba747fc65389a3ddaa3fb8715",
-                "sha256:98cafc618614d72b02185ac583c6f7796202062c41d2eeecdf07820bad3295ed",
-                "sha256:9c3a88d20e4fe4a2a4a84bf439a5ac9c9aba400b85244c63a1ab7088f85d9d25",
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-            "hashes": [
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-        "requests": {
-            "hashes": [
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-            "index": "pypi",
-            "version": "==2.28.1"
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-        "snowballstemmer": {
-            "hashes": [
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-            "version": "==2.2.0"
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-        "sphinx": {
-            "hashes": [
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-                "sha256:51026de0a9ff9fc13c05d74913ad66047e104f56a129ff73e174eb5c3ee794b5"
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-            "hashes": [
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-            "markers": "python_version >= '3.6'",
-            "version": "==2.0.0"
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-        "sphinxcontrib-jsmath": {
-            "hashes": [
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-            "markers": "python_version >= '3.5'",
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-        },
-        "sphinxcontrib-qthelp": {
-            "hashes": [
-                "sha256:4c33767ee058b70dba89a6fc5c1892c0d57a54be67ddd3e7875a18d14cba5a72",
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-        "sphinxcontrib-serializinghtml": {
-            "hashes": [
-                "sha256:352a9a00ae864471d3a7ead8d7d79f5fc0b57e8b3f95e9867eb9eb28999b92fd",
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-            "version": "==1.1.5"
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-        "tomli": {
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-            "markers": "python_version < '3.11'",
-            "version": "==2.0.1"
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-        "tomlkit": {
-            "hashes": [
-                "sha256:07de26b0d8cfc18f871aec595fda24d95b08fef89d147caa861939f37230bf4b",
-                "sha256:71b952e5721688937fb02cf9d354dbcf0785066149d2855e44531ebdd2b65d73"
-            ],
-            "markers": "python_version >= '3.6'",
-            "version": "==0.11.6"
-        },
-        "typing-extensions": {
-            "hashes": [
-                "sha256:1511434bb92bf8dd198c12b1cc812e800d4181cfcb867674e0f8279cc93087aa",
-                "sha256:16fa4864408f655d35ec496218b85f79b3437c829e93320c7c9215ccfd92489e"
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-            "markers": "python_version < '3.10'",
-            "version": "==4.4.0"
-        },
-        "urllib3": {
-            "hashes": [
-                "sha256:47cc05d99aaa09c9e72ed5809b60e7ba354e64b59c9c173ac3018642d8bb41fc",
-                "sha256:c083dd0dce68dbfbe1129d5271cb90f9447dea7d52097c6e0126120c521ddea8"
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-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
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-                "sha256:ef3f72c9666bba2bab70d2a8b79f2c6d2c1a42a7f7e2b0ec83bb2f9e383950af"
-            ],
-            "markers": "python_version < '3.11'",
-            "version": "==1.14.1"
-        },
-        "zipp": {
-            "hashes": [
-                "sha256:4fcb6f278987a6605757302a6e40e896257570d11c51628968ccb2a47e80c6c1",
-                "sha256:7a7262fd930bd3e36c50b9a64897aec3fafff3dfdeec9623ae22b40e93f99bb8"
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-            "markers": "python_version >= '3.7'",
-            "version": "==3.10.0"
-        }
-    }
-}
diff --git a/index.rst b/index.rst
index d781f57..721273a 100644
--- a/index.rst
+++ b/index.rst
@@ -75,8 +75,8 @@ terms or a non-GPL evaluation license by contacting ContraxSuite Licensing at
 Requirements
 ------------
 
--  Python 3.8
--  pipenv
+-  Python 3.11
+-  uv (recommended) or pip
 
 Releases
 --------
diff --git a/readthedocs.yml b/readthedocs.yml
index e0e4f98..d942bb4 100644
--- a/readthedocs.yml
+++ b/readthedocs.yml
@@ -14,9 +14,9 @@ formats: all
 
 # Optionally set the version of Python and requirements required to build your docs
 python:
-  version: "3.8"
+  version: "3.11"
   install:
     - requirements: python-requirements.txt
 
 build:
-  image: latest
\ No newline at end of file
+  image: latest