diff --git a/aizynthfinder/interfaces/gui/__init__.py b/aizynthfinder/interfaces/gui/__init__.py
index b708929..7d261af 100644
--- a/aizynthfinder/interfaces/gui/__init__.py
+++ b/aizynthfinder/interfaces/gui/__init__.py
@@ -1,2 +1,2 @@
 """ Package for GUI extensions
-"""
\ No newline at end of file
+"""
diff --git a/poetry.lock b/poetry.lock
index 332f5e8..11abf9d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1201,14 +1201,14 @@ profile = ["gprof2dot (>=2022.7.29)"]
 
 [[package]]
 name = "docutils"
-version = "0.17.1"
+version = "0.21.2"
 description = "Docutils -- Python Documentation Utilities"
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.9"
 files = [
-    {file = "docutils-0.17.1-py2.py3-none-any.whl", hash = "sha256:cf316c8370a737a022b72b56874f6602acf974a37a9fba42ec2876387549fc61"},
-    {file = "docutils-0.17.1.tar.gz", hash = "sha256:686577d2e4c32380bb50cbb22f575ed742d58168cee37e99117a854bcd88f125"},
+    {file = "docutils-0.21.2-py3-none-any.whl", hash = "sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2"},
+    {file = "docutils-0.21.2.tar.gz", hash = "sha256:3a6b18732edf182daa3cd12775bbb338cf5691468f91eeeb109deff6ebfa986f"},
 ]
 
 [[package]]
@@ -2842,14 +2842,14 @@ testing = ["coverage", "pyyaml"]
 
 [[package]]
 name = "markdown-it-py"
-version = "2.2.0"
+version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "markdown-it-py-2.2.0.tar.gz", hash = "sha256:7c9a5e412688bc771c67432cbfebcdd686c93ce6484913dccf06cb5a0bea35a1"},
-    {file = "markdown_it_py-2.2.0-py3-none-any.whl", hash = "sha256:5a35f8d1870171d9acc47b99612dc146129b631baf04970128b568f190d0cc30"},
+    {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
+    {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
 ]
 
 [package.dependencies]
@@ -2862,7 +2862,7 @@ compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "mistletoe (>=1.0
 linkify = ["linkify-it-py (>=1,<3)"]
 plugins = ["mdit-py-plugins"]
 profiling = ["gprof2dot"]
-rtd = ["attrs", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
+rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
 testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
 [[package]]
@@ -3031,22 +3031,22 @@ files = [
 
 [[package]]
 name = "mdit-py-plugins"
-version = "0.3.5"
+version = "0.4.2"
 description = "Collection of plugins for markdown-it-py"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "mdit-py-plugins-0.3.5.tar.gz", hash = "sha256:eee0adc7195e5827e17e02d2a258a2ba159944a0748f59c5099a4a27f78fcf6a"},
-    {file = "mdit_py_plugins-0.3.5-py3-none-any.whl", hash = "sha256:ca9a0714ea59a24b2b044a1831f48d817dd0c817e84339f20e7889f392d77c4e"},
+    {file = "mdit_py_plugins-0.4.2-py3-none-any.whl", hash = "sha256:0c673c3f889399a33b95e88d2f0d111b4447bdfea7f237dab2d488f459835636"},
+    {file = "mdit_py_plugins-0.4.2.tar.gz", hash = "sha256:5f2cd1fdb606ddf152d37ec30e46101a60512bc0e5fa1a7002c36647b09e26b5"},
 ]
 
 [package.dependencies]
-markdown-it-py = ">=1.0.0,<3.0.0"
+markdown-it-py = ">=1.0.0,<4.0.0"
 
 [package.extras]
 code-style = ["pre-commit"]
-rtd = ["attrs", "myst-parser (>=0.16.1,<0.17.0)", "sphinx-book-theme (>=0.1.0,<0.2.0)"]
+rtd = ["myst-parser", "sphinx-book-theme"]
 testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
 [[package]]
@@ -3448,30 +3448,30 @@ files = [
 
 [[package]]
 name = "myst-parser"
-version = "0.18.1"
-description = "An extended commonmark compliant parser, with bridges to docutils & sphinx."
+version = "3.0.1"
+description = "An extended [CommonMark](https://spec.commonmark.org/) compliant parser,"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "myst-parser-0.18.1.tar.gz", hash = "sha256:79317f4bb2c13053dd6e64f9da1ba1da6cd9c40c8a430c447a7b146a594c246d"},
-    {file = "myst_parser-0.18.1-py3-none-any.whl", hash = "sha256:61b275b85d9f58aa327f370913ae1bec26ebad372cc99f3ab85c8ec3ee8d9fb8"},
+    {file = "myst_parser-3.0.1-py3-none-any.whl", hash = "sha256:6457aaa33a5d474aca678b8ead9b3dc298e89c68e67012e73146ea6fd54babf1"},
+    {file = "myst_parser-3.0.1.tar.gz", hash = "sha256:88f0cb406cb363b077d176b51c476f62d60604d68a8dcdf4832e080441301a87"},
 ]
 
 [package.dependencies]
-docutils = ">=0.15,<0.20"
+docutils = ">=0.18,<0.22"
 jinja2 = "*"
-markdown-it-py = ">=1.0.0,<3.0.0"
-mdit-py-plugins = ">=0.3.1,<0.4.0"
+markdown-it-py = ">=3.0,<4.0"
+mdit-py-plugins = ">=0.4,<1.0"
 pyyaml = "*"
-sphinx = ">=4,<6"
-typing-extensions = "*"
+sphinx = ">=6,<8"
 
 [package.extras]
-code-style = ["pre-commit (>=2.12,<3.0)"]
-linkify = ["linkify-it-py (>=1.0,<2.0)"]
-rtd = ["ipython", "sphinx-book-theme", "sphinx-design", "sphinxcontrib.mermaid (>=0.7.1,<0.8.0)", "sphinxext-opengraph (>=0.6.3,<0.7.0)", "sphinxext-rediraffe (>=0.2.7,<0.3.0)"]
-testing = ["beautifulsoup4", "coverage[toml]", "pytest (>=6,<7)", "pytest-cov", "pytest-param-files (>=0.3.4,<0.4.0)", "pytest-regressions", "sphinx (<5.2)", "sphinx-pytest"]
+code-style = ["pre-commit (>=3.0,<4.0)"]
+linkify = ["linkify-it-py (>=2.0,<3.0)"]
+rtd = ["ipython", "sphinx (>=7)", "sphinx-autodoc2 (>=0.5.0,<0.6.0)", "sphinx-book-theme (>=1.1,<2.0)", "sphinx-copybutton", "sphinx-design", "sphinx-pyscript", "sphinx-tippy (>=0.4.3)", "sphinx-togglebutton", "sphinxext-opengraph (>=0.9.0,<0.10.0)", "sphinxext-rediraffe (>=0.2.7,<0.3.0)"]
+testing = ["beautifulsoup4", "coverage[toml]", "defusedxml", "pytest (>=8,<9)", "pytest-cov", "pytest-param-files (>=0.6.0,<0.7.0)", "pytest-regressions", "sphinx-pytest"]
+testing-docutils = ["pygments", "pytest (>=8,<9)", "pytest-param-files (>=0.6.0,<0.7.0)"]
 
 [[package]]
 name = "namex"
@@ -3594,20 +3594,20 @@ test = ["pep440", "pre-commit", "pytest", "testpath"]
 
 [[package]]
 name = "nbsphinx"
-version = "0.9.3"
+version = "0.9.5"
 description = "Jupyter Notebook Tools for Sphinx"
 category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "nbsphinx-0.9.3-py3-none-any.whl", hash = "sha256:6e805e9627f4a358bd5720d5cbf8bf48853989c79af557afd91a5f22e163029f"},
-    {file = "nbsphinx-0.9.3.tar.gz", hash = "sha256:ec339c8691b688f8676104a367a4b8cf3ea01fd089dc28d24dec22d563b11562"},
+    {file = "nbsphinx-0.9.5-py3-none-any.whl", hash = "sha256:d82f71084425db1f48e72515f15c25b4de8652ceaab513ee462ac05f1b8eae0a"},
+    {file = "nbsphinx-0.9.5.tar.gz", hash = "sha256:736916e7b0dab28fc904f4a9ae3b53a9a50c29fccc6329c052fcc7485abcf2b7"},
 ]
 
 [package.dependencies]
-docutils = "*"
+docutils = ">=0.18.1"
 jinja2 = "*"
-nbconvert = "!=5.4"
+nbconvert = ">=5.3,<5.4 || >5.4"
 nbformat = "*"
 sphinx = ">=1.8"
 traitlets = ">=5"
@@ -3885,22 +3885,25 @@ files = [
 
 [[package]]
 name = "numpydoc"
-version = "1.5.0"
+version = "1.8.0"
 description = "Sphinx extension to support docstrings in Numpy format"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 files = [
-    {file = "numpydoc-1.5.0-py3-none-any.whl", hash = "sha256:c997759fb6fc32662801cece76491eedbc0ec619b514932ffd2b270ae89c07f9"},
-    {file = "numpydoc-1.5.0.tar.gz", hash = "sha256:b0db7b75a32367a0e25c23b397842c65e344a1206524d16c8069f0a1c91b5f4c"},
+    {file = "numpydoc-1.8.0-py3-none-any.whl", hash = "sha256:72024c7fd5e17375dec3608a27c03303e8ad00c81292667955c6fea7a3ccf541"},
+    {file = "numpydoc-1.8.0.tar.gz", hash = "sha256:022390ab7464a44f8737f79f8b31ce1d3cfa4b4af79ccaa1aac5e8368db587fb"},
 ]
 
 [package.dependencies]
-Jinja2 = ">=2.10"
-sphinx = ">=4.2"
+sphinx = ">=6"
+tabulate = ">=0.8.10"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["matplotlib", "pytest", "pytest-cov"]
+developer = ["pre-commit (>=3.3)", "tomli"]
+doc = ["intersphinx-registry", "matplotlib (>=3.5)", "numpy (>=1.22)", "pydata-sphinx-theme (>=0.13.3)", "sphinx (>=7)"]
+test = ["matplotlib", "pytest", "pytest-cov"]
 
 [[package]]
 name = "nvidia-cublas-cu11"
@@ -4603,23 +4606,23 @@ files = [
 
 [[package]]
 name = "protobuf"
-version = "5.29.0"
+version = "5.29.1"
 description = ""
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "protobuf-5.29.0-cp310-abi3-win_amd64.whl", hash = "sha256:34a90cf30c908f47f40ebea7811f743d360e202b6f10d40c02529ebd84afc069"},
-    {file = "protobuf-5.29.0-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:c931c61d0cc143a2e756b1e7f8197a508de5365efd40f83c907a9febf36e6b43"},
-    {file = "protobuf-5.29.0-cp38-abi3-manylinux2014_aarch64.whl", hash = "sha256:85286a47caf63b34fa92fdc1fd98b649a8895db595cfa746c5286eeae890a0b1"},
-    {file = "protobuf-5.29.0-cp38-abi3-manylinux2014_x86_64.whl", hash = "sha256:0d10091d6d03537c3f902279fcf11e95372bdd36a79556311da0487455791b20"},
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 ]
 
 [[package]]
@@ -5698,115 +5701,115 @@ torch = ">=1.7.1,<2.0.0"
 
 [[package]]
 name = "rpds-py"
-version = "0.22.1"
+version = "0.22.3"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
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+    {file = "rpds_py-0.22.3-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:2e8b55d8517a2fda8d95cb45d62a5a8bbf9dd0ad39c5b25c8833efea07b880ca"},
+    {file = "rpds_py-0.22.3-pp39-pypy39_pp73-musllinux_1_2_i686.whl", hash = "sha256:2de29005e11637e7a2361fa151f780ff8eb2543a0da1413bb951e9f14b699ef3"},
+    {file = "rpds_py-0.22.3-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:666ecce376999bf619756a24ce15bb14c5bfaf04bf00abc7e663ce17c3f34fe7"},
+    {file = "rpds_py-0.22.3-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:5246b14ca64a8675e0a7161f7af68fe3e910e6b90542b4bfb5439ba752191df6"},
+    {file = "rpds_py-0.22.3.tar.gz", hash = "sha256:e32fee8ab45d3c2db6da19a5323bc3362237c8b653c70194414b892fd06a080d"},
 ]
 
 [[package]]
@@ -5965,14 +5968,14 @@ type = ["importlib_metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (>=1.12
 
 [[package]]
 name = "six"
-version = "1.16.0"
+version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
-    {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
-    {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
+    {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
+    {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
 ]
 
 [[package]]
@@ -6013,39 +6016,40 @@ files = [
 
 [[package]]
 name = "sphinx"
-version = "4.5.0"
+version = "7.4.7"
 description = "Python documentation generator"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.9"
 files = [
-    {file = "Sphinx-4.5.0-py3-none-any.whl", hash = "sha256:ebf612653238bcc8f4359627a9b7ce44ede6fdd75d9d30f68255c7383d3a6226"},
-    {file = "Sphinx-4.5.0.tar.gz", hash = "sha256:7bf8ca9637a4ee15af412d1a1d9689fec70523a68ca9bb9127c2f3eeb344e2e6"},
+    {file = "sphinx-7.4.7-py3-none-any.whl", hash = "sha256:c2419e2135d11f1951cd994d6eb18a1835bd8fdd8429f9ca375dc1f3281bd239"},
+    {file = "sphinx-7.4.7.tar.gz", hash = "sha256:242f92a7ea7e6c5b406fdc2615413890ba9f699114a9c09192d7dfead2ee9cfe"},
 ]
 
 [package.dependencies]
-alabaster = ">=0.7,<0.8"
-babel = ">=1.3"
-colorama = {version = ">=0.3.5", markers = "sys_platform == \"win32\""}
-docutils = ">=0.14,<0.18"
-imagesize = "*"
-importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
-Jinja2 = ">=2.3"
-packaging = "*"
-Pygments = ">=2.0"
-requests = ">=2.5.0"
-snowballstemmer = ">=1.1"
+alabaster = ">=0.7.14,<0.8.0"
+babel = ">=2.13"
+colorama = {version = ">=0.4.6", markers = "sys_platform == \"win32\""}
+docutils = ">=0.20,<0.22"
+imagesize = ">=1.3"
+importlib-metadata = {version = ">=6.0", markers = "python_version < \"3.10\""}
+Jinja2 = ">=3.1"
+packaging = ">=23.0"
+Pygments = ">=2.17"
+requests = ">=2.30.0"
+snowballstemmer = ">=2.2"
 sphinxcontrib-applehelp = "*"
 sphinxcontrib-devhelp = "*"
 sphinxcontrib-htmlhelp = ">=2.0.0"
 sphinxcontrib-jsmath = "*"
 sphinxcontrib-qthelp = "*"
-sphinxcontrib-serializinghtml = ">=1.1.5"
+sphinxcontrib-serializinghtml = ">=1.1.9"
+tomli = {version = ">=2", markers = "python_version < \"3.11\""}
 
 [package.extras]
 docs = ["sphinxcontrib-websupport"]
-lint = ["docutils-stubs", "flake8 (>=3.5.0)", "isort", "mypy (>=0.931)", "types-requests", "types-typed-ast"]
-test = ["cython", "html5lib", "pytest", "pytest-cov", "typed-ast"]
+lint = ["flake8 (>=6.0)", "importlib-metadata (>=6.0)", "mypy (==1.10.1)", "pytest (>=6.0)", "ruff (==0.5.2)", "sphinx-lint (>=0.9)", "tomli (>=2)", "types-docutils (==0.21.0.20240711)", "types-requests (>=2.30.0)"]
+test = ["cython (>=3.0)", "defusedxml (>=0.7.1)", "pytest (>=8.0)", "setuptools (>=70.0)", "typing_extensions (>=4.9)"]
 
 [[package]]
 name = "sphinxcontrib-applehelp"
@@ -6333,6 +6337,21 @@ py-cpuinfo = "*"
 [package.extras]
 doc = ["ipython", "numpydoc", "sphinx (>=1.1,<6)", "sphinx-rtd-theme"]
 
+[[package]]
+name = "tabulate"
+version = "0.9.0"
+description = "Pretty-print tabular data"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f"},
+    {file = "tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c"},
+]
+
+[package.extras]
+widechars = ["wcwidth"]
+
 [[package]]
 name = "tensorboard"
 version = "2.18.0"
@@ -7116,4 +7135,4 @@ tf = ["grpcio", "tensorflow", "tensorflow-serving-api"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.11"
-content-hash = "429cba0c5c290d2099420d99e53fc895af366ad3d4862d13f1461ddc669eb0f6"
+content-hash = "d1d8ca6957687544985fd89ecd1a9cba0aa60d0b98454699bd53d186b578fc47"
diff --git a/pyproject.toml b/pyproject.toml
index bc22e9d..3504896 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -64,7 +64,7 @@ pytest-cov = "^2.11.0"
 pytest-datadir = "^1.3.1"
 pytest-mock = "^3.5.0"
 pytest-mccabe = "^2.0.0"
-sphinx = "^4.0.0"
+Sphinx = "^7.3.7"
 mypy = "^1.0.0"
 pylint = "^2.16.0"