diff --git a/poetry.lock b/poetry.lock
index b012277..bd15007 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -554,30 +554,31 @@ files = [
 
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 name = "doc8"
-version = "0.11.2"
+version = "1.1.1"
 description = "Style checker for Sphinx (or other) RST documentation"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 [package.dependencies]
-docutils = "*"
+docutils = ">=0.19,<0.21"
 Pygments = "*"
 restructuredtext-lint = ">=0.7"
 stevedore = "*"
+tomli = {version = "*", markers = "python_version < \"3.11\""}
 
 [[package]]
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 description = "Docutils -- Python Documentation Utilities"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
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+rapidfuzz = ">=3.8.0,<4.0.0"
 
 [[package]]
 name = "markupsafe"
@@ -1891,13 +1892,13 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-
 
 [[package]]
 name = "pluggy"
-version = "1.3.0"
+version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.extras]
@@ -2004,13 +2005,13 @@ testing = ["covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytes
 
 [[package]]
 name = "pytest"
-version = "8.0.2"
+version = "8.2.0"
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 iniconfig = "*"
 packaging = "*"
-pluggy = ">=1.3.0,<2.0"
-tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
+pluggy = ">=1.5,<2.0"
+tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
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+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "pytest-cov"
@@ -2132,101 +2133,101 @@ files = [
 
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+    {file = "rapidfuzz-3.8.1.tar.gz", hash = "sha256:a357aae6791118011ad3ab4f2a4aa7bd7a487e5f9981b390e9f3c2c5137ecadf"},
 ]
 
 [package.extras]
@@ -2482,22 +2483,22 @@ test = ["cython", "filelock", "html5lib", "pytest (>=4.6)"]
 
 [[package]]
 name = "sphinx-autodoc-typehints"
-version = "1.24.1"
+version = "2.0.1"
 description = "Type hints (PEP 484) support for the Sphinx autodoc extension"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "sphinx_autodoc_typehints-1.24.1-py3-none-any.whl", hash = "sha256:4cc16c5545f2bf896ca52a854babefe3d8baeaaa033d13a7f179ac1d9feb02d5"},
-    {file = "sphinx_autodoc_typehints-1.24.1.tar.gz", hash = "sha256:06683a2b76c3c7b1931b75e40e0211866fbb50ba4c4e802d0901d9b4e849add2"},
+    {file = "sphinx_autodoc_typehints-2.0.1-py3-none-any.whl", hash = "sha256:f73ae89b43a799e587e39266672c1075b2ef783aeb382d3ebed77c38a3fc0149"},
+    {file = "sphinx_autodoc_typehints-2.0.1.tar.gz", hash = "sha256:60ed1e3b2c970acc0aa6e877be42d48029a9faec7378a17838716cacd8c10b12"},
 ]
 
 [package.dependencies]
 sphinx = ">=7.1.2"
 
 [package.extras]
-docs = ["furo (>=2023.7.26)", "sphinx (>=7.1.2)"]
+docs = ["furo (>=2024.1.29)"]
 numpy = ["nptyping (>=2.5)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.3)", "diff-cover (>=7.7)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "sphobjinv (>=2.3.1)", "typing-extensions (>=4.7.1)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.4.2)", "diff-cover (>=8.0.3)", "pytest (>=8.0.1)", "pytest-cov (>=4.1)", "sphobjinv (>=2.3.1)", "typing-extensions (>=4.9)"]
 
 [[package]]
 name = "sphinx-rtd-theme"
@@ -3093,4 +3094,4 @@ tests = ["aiohttp", "gensim", "nest-asyncio", "nest_asyncio", "numpy", "pandas",
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8,<4.0"
-content-hash = "132e8cb0a0c851903233aecef8355523ad01277fe582d8847d33257421ca202a"
+content-hash = "132e8cb0a0c851903233aecef8355523ad01277fe582d8847d33257421ca202a"
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index 4a093a4..620c6ce 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -63,7 +63,7 @@ rdflib-hdt = "^3.1"
 [tool.poetry.group.dev.dependencies]
 black = ">=23.1,<25.0"
 codecov = "^2.1.9"
-doc8 = "^0.11.2"
+doc8 = ">=0.11.2,<1.2.0"
 flake8 = "^5.0.4"
 flask = ">=2.2.3,<4.0.0"
 isort = "^5.4.2"
@@ -72,7 +72,7 @@ pre-commit = "^3.1.1"
 pytest = ">=7.2,<9.0"
 pytest-cov = ">=4,<6"
 sphinx = ">=5.2.3,<8.0.0"
-sphinx-autodoc-typehints = "^1.19.2"
+sphinx-autodoc-typehints = ">=1.19.2,<3.0.0"
 sphinx-rtd-theme = ">=1,<3"
 sphinxcontrib-apidoc = ">=0.3,<0.5"
 towncrier = ">=22.12,<24.0"