diff --git a/poetry.lock b/poetry.lock
index dae50e13da..876507a2a2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,13 +2,13 @@
 
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 ]
 
 [[package]]
@@ -550,59 +550,72 @@ files = [
 
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+    {file = "contourpy-1.1.1.tar.gz", hash = "sha256:96ba37c2e24b7212a77da85004c38e7c4d155d3e72a45eeaf22c1f03f607e8ab"},
 ]
 
 [package.dependencies]
-numpy = ">=1.16"
+numpy = {version = ">=1.16,<2.0", markers = "python_version <= \"3.11\""}
 
 [package.extras]
 bokeh = ["bokeh", "selenium"]
-docs = ["furo", "sphinx-copybutton"]
-mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.2.0)", "types-Pillow"]
+docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
+mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.4.1)", "types-Pillow"]
 test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
 test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
 
@@ -642,34 +655,34 @@ aws = ["boto3 (==1.20.48)"]
 
 [[package]]
 name = "cryptography"
-version = "41.0.3"
+version = "41.0.4"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "cryptography-41.0.4-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:8ac4f9ead4bbd0bc8ab2d318f97d85147167a488be0e08814a37eb2f439d5cf6"},
+    {file = "cryptography-41.0.4-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:047c4603aeb4bbd8db2756e38f5b8bd7e94318c047cfe4efeb5d715e08b49311"},
+    {file = "cryptography-41.0.4.tar.gz", hash = "sha256:7febc3094125fc126a7f6fb1f420d0da639f3f32cb15c8ff0dc3997c4549f51a"},
 ]
 
 [package.dependencies]
@@ -897,13 +910,13 @@ files = [
 
 [[package]]
 name = "docutils"
-version = "0.16"
+version = "0.17.1"
 description = "Docutils -- Python Documentation Utilities"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
-    {file = "docutils-0.16-py2.py3-none-any.whl", hash = "sha256:0c5b78adfbf7762415433f5515cd5c9e762339e23369dbe8000d84a4bf4ab3af"},
-    {file = "docutils-0.16.tar.gz", hash = "sha256:c2de3a60e9e7d07be26b7f2b00ca0309c207e06c100f9cc2a94931fc75a478fc"},
+    {file = "docutils-0.17.1-py2.py3-none-any.whl", hash = "sha256:cf316c8370a737a022b72b56874f6602acf974a37a9fba42ec2876387549fc61"},
+    {file = "docutils-0.17.1.tar.gz", hash = "sha256:686577d2e4c32380bb50cbb22f575ed742d58168cee37e99117a854bcd88f125"},
 ]
 
 [[package]]
@@ -1179,13 +1192,13 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2023.9.0"
+version = "2023.9.1"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "fsspec-2023.9.0-py3-none-any.whl", hash = "sha256:d55b9ab2a4c1f2b759888ae9f93e40c2aa72c0808132e87e282b549f9e6c4254"},
-    {file = "fsspec-2023.9.0.tar.gz", hash = "sha256:4dbf0fefee035b7c6d3bbbe6bc99b2f201f40d4dca95b67c2b719be77bcd917f"},
+    {file = "fsspec-2023.9.1-py3-none-any.whl", hash = "sha256:99a974063b6cced36cfaa61aa8efb05439c6fea2dafe65930e7ab46f9d2f8930"},
+    {file = "fsspec-2023.9.1.tar.gz", hash = "sha256:da8cfe39eeb65aaa69074d5e0e4bbc9b7ef72d69c0587a31cab981eefdb3da13"},
 ]
 
 [package.extras]
@@ -1644,21 +1657,21 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 
 [[package]]
 name = "importlib-resources"
-version = "6.0.1"
+version = "6.1.0"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_resources-6.0.1-py3-none-any.whl", hash = "sha256:134832a506243891221b88b4ae1213327eea96ceb4e407a00d790bb0626f45cf"},
-    {file = "importlib_resources-6.0.1.tar.gz", hash = "sha256:4359457e42708462b9626a04657c6208ad799ceb41e5c58c57ffa0e6a098a5d4"},
+    {file = "importlib_resources-6.1.0-py3-none-any.whl", hash = "sha256:aa50258bbfa56d4e33fbd8aa3ef48ded10d1735f11532b8df95388cc6bdb7e83"},
+    {file = "importlib_resources-6.1.0.tar.gz", hash = "sha256:9d48dcccc213325e810fd723e7fbb45ccb39f6cf5c31f00cf2b965f5f10f3cb9"},
 ]
 
 [package.dependencies]
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff", "zipp (>=3.17)"]
 
 [[package]]
 name = "iniconfig"
@@ -1687,59 +1700,59 @@ arrow = ">=0.15.0"
 
 [[package]]
 name = "jax"
-version = "0.4.12"
+version = "0.4.16"
 description = "Differentiate, compile, and transform Numpy code."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "jax-0.4.12.tar.gz", hash = "sha256:d2de9a2388ffe002f16506d3ad1cc6e34d7536b98948e49c7e05bbcfe8e57998"},
+    {file = "jax-0.4.16-py3-none-any.whl", hash = "sha256:c37d8eee6dec3763d9428fdf318a9351369f19ceaa174b11696b3d7960a43d5b"},
+    {file = "jax-0.4.16.tar.gz", hash = "sha256:e2ca82c9bf973c2c1c01f5340a583692b31f277aa3abd0544229c1fe5fa44b02"},
 ]
 
 [package.dependencies]
-importlib_metadata = {version = ">=4.6", markers = "python_version < \"3.10\""}
-ml_dtypes = ">=0.1.0"
-numpy = ">=1.21"
-opt_einsum = "*"
+importlib-metadata = {version = ">=4.6", markers = "python_version < \"3.10\""}
+ml-dtypes = ">=0.2.0"
+numpy = ">=1.22"
+opt-einsum = "*"
 scipy = ">=1.7"
 
 [package.extras]
 australis = ["protobuf (>=3.13,<4)"]
-ci = ["jaxlib (==0.4.11)"]
-cpu = ["jaxlib (==0.4.12)"]
-cuda = ["jaxlib (==0.4.12+cuda11.cudnn86)"]
-cuda11-cudnn82 = ["jaxlib (==0.4.12+cuda11.cudnn82)"]
-cuda11-cudnn86 = ["jaxlib (==0.4.12+cuda11.cudnn86)"]
-cuda11-local = ["jaxlib (==0.4.12+cuda11.cudnn86)"]
-cuda11-pip = ["jaxlib (==0.4.12+cuda11.cudnn86)", "nvidia-cublas-cu11 (>=11.11)", "nvidia-cuda-cupti-cu11 (>=11.8)", "nvidia-cuda-nvcc-cu11 (>=11.8)", "nvidia-cuda-runtime-cu11 (>=11.8)", "nvidia-cudnn-cu11 (>=8.8)", "nvidia-cufft-cu11 (>=10.9)", "nvidia-cusolver-cu11 (>=11.4)", "nvidia-cusparse-cu11 (>=11.7)"]
-cuda12-local = ["jaxlib (==0.4.12+cuda12.cudnn88)"]
-cuda12-pip = ["jaxlib (==0.4.12+cuda12.cudnn88)", "nvidia-cublas-cu12", "nvidia-cuda-cupti-cu12", "nvidia-cuda-nvcc-cu12", "nvidia-cuda-runtime-cu12", "nvidia-cudnn-cu12 (>=8.9)", "nvidia-cufft-cu12", "nvidia-cusolver-cu12", "nvidia-cusparse-cu12"]
-minimum-jaxlib = ["jaxlib (==0.4.11)"]
-tpu = ["jaxlib (==0.4.12)", "libtpu-nightly (==0.1.dev20230608)"]
+ci = ["jaxlib (==0.4.14)"]
+cpu = ["jaxlib (==0.4.16)"]
+cuda = ["jaxlib (==0.4.16+cuda11.cudnn86)"]
+cuda11-cudnn86 = ["jaxlib (==0.4.16+cuda11.cudnn86)"]
+cuda11-local = ["jaxlib (==0.4.16+cuda11.cudnn86)"]
+cuda11-pip = ["jaxlib (==0.4.16+cuda11.cudnn86)", "nvidia-cublas-cu11 (>=11.11)", "nvidia-cuda-cupti-cu11 (>=11.8)", "nvidia-cuda-nvcc-cu11 (>=11.8)", "nvidia-cuda-runtime-cu11 (>=11.8)", "nvidia-cudnn-cu11 (>=8.8)", "nvidia-cufft-cu11 (>=10.9)", "nvidia-cusolver-cu11 (>=11.4)", "nvidia-cusparse-cu11 (>=11.7)"]
+cuda12-local = ["jaxlib (==0.4.16+cuda12.cudnn89)"]
+cuda12-pip = ["jaxlib (==0.4.16+cuda12.cudnn89)", "nvidia-cublas-cu12", "nvidia-cuda-cupti-cu12", "nvidia-cuda-nvcc-cu12", "nvidia-cuda-runtime-cu12", "nvidia-cudnn-cu12 (>=8.9)", "nvidia-cufft-cu12", "nvidia-cusolver-cu12", "nvidia-cusparse-cu12"]
+minimum-jaxlib = ["jaxlib (==0.4.14)"]
+tpu = ["jaxlib (==0.4.16)", "libtpu-nightly (==0.1.dev20230918)", "requests"]
 
 [[package]]
 name = "jaxlib"
-version = "0.4.12"
+version = "0.4.16"
 description = "XLA library for JAX"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 [package.dependencies]
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 [[package]]
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 [[package]]
 name = "orderedmultidict"
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 ]
 
 [package.dependencies]
@@ -3122,17 +3115,6 @@ files = [
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 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
 
-[[package]]
-name = "pip"
-version = "23.2.1"
-description = "The PyPA recommended tool for installing Python packages."
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "pip-23.2.1-py3-none-any.whl", hash = "sha256:7ccf472345f20d35bdc9d1841ff5f313260c2c33fe417f48c30ac46cccabf5be"},
-    {file = "pip-23.2.1.tar.gz", hash = "sha256:fb0bd5435b3200c602b5bf61d2d43c2f13c02e29c1707567ae7fbc514eb9faf2"},
-]
-
 [[package]]
 name = "plotly"
 version = "5.17.0"
@@ -3374,20 +3356,15 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
 [[package]]
 name = "pypandoc"
-version = "1.5"
+version = "1.11"
 description = "Thin wrapper for pandoc."
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 files = [
-    {file = "pypandoc-1.5-py3-none-win_amd64.whl", hash = "sha256:0b8968f57be0d83f6f752c0bbc4e666d8a31b0a1cf506e9b9ee44bafdd277d04"},
-    {file = "pypandoc-1.5.tar.gz", hash = "sha256:14a49977ab1fbc9b14ef3087dcb101f336851837fca55ca79cf33846cc4976ff"},
+    {file = "pypandoc-1.11-py3-none-any.whl", hash = "sha256:b260596934e9cfc6513056110a7c8600171d414f90558bf4407e68b209be8007"},
+    {file = "pypandoc-1.11.tar.gz", hash = "sha256:7f6d68db0e57e0f6961bec2190897118c4d305fc2d31c22cd16037f22ee084a5"},
 ]
 
-[package.dependencies]
-pip = ">=8.1.0"
-setuptools = "*"
-wheel = ">=0.25.0"
-
 [[package]]
 name = "pyparsing"
 version = "3.0.9"
@@ -5472,15 +5449,18 @@ files = [
 
 [[package]]
 name = "werkzeug"
-version = "2.1.2"
+version = "2.2.2"
 description = "The comprehensive WSGI web application library."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Werkzeug-2.1.2-py3-none-any.whl", hash = "sha256:72a4b735692dd3135217911cbeaa1be5fa3f62bffb8745c5215420a03dc55255"},
-    {file = "Werkzeug-2.1.2.tar.gz", hash = "sha256:1ce08e8093ed67d638d63879fd1ba3735817f7a80de3674d293f5984f25fb6e6"},
+    {file = "Werkzeug-2.2.2-py3-none-any.whl", hash = "sha256:f979ab81f58d7318e064e99c4506445d60135ac5cd2e177a2de0089bfd4c9bd5"},
+    {file = "Werkzeug-2.2.2.tar.gz", hash = "sha256:7ea2d48322cc7c0f8b3a215ed73eabd7b5d75d0b50e31ab006286ccff9e00b8f"},
 ]
 
+[package.dependencies]
+MarkupSafe = ">=2.1.1"
+
 [package.extras]
 watchdog = ["watchdog"]
 
@@ -5713,17 +5693,17 @@ files = [
 
 [[package]]
 name = "zipp"
-version = "3.16.2"
+version = "3.17.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
-    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
+    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
 [[package]]
@@ -5825,4 +5805,4 @@ files = [
 [metadata]
 lock-version = "2.0"
 python-versions = "~3.9.0"
-content-hash = "10caa61e5fb6f375410949e08e85cebf89bc1e286c9ff0cf2493273df663be8f"
+content-hash = "541e9da7bffa7d5d41835cd8bcdd5fce2e301ec4162fb77391657a70d69e269b"
diff --git a/pyproject.toml b/pyproject.toml
index 8b48a22146..91fa9bb59c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -25,12 +25,12 @@ python = "~3.9.0"
 [tool.poetry.group.base.dependencies]
 sphinx = "4.0.3"
 sphinx_gallery = "0.12.2"
-Jinja2 = "2.11.3"
-markupsafe = "2.0.1"
+Jinja2 = "3.1.2"
+markupsafe = "2.1.3"
 numpy = "~1.23"
 pyyaml = "^6.0.1"
 pennylane-sphinx-theme = { git = "https://github.com/PennyLaneAI/pennylane-sphinx-theme.git", branch = "sphinx-update"}
-pypandoc = "1.5"
+pypandoc = "1.11"
 
 [tool.poetry.group.executable-dependencies.dependencies]
 ###########################################################
@@ -46,9 +46,9 @@ pennylane-qulacs = "0.32.0"
 
 
 matplotlib = "3.7.2"
-jax = "0.4.12"
-jaxlib = "0.4.12"
-jaxopt = "0.5.5"
+jax = "0.4.16"
+jaxlib = "0.4.16"
+jaxopt = "0.8"
 seaborn = "0.10.1"
 kahypar = "1.1.7"
 openfermionpyscf = "0.5"
@@ -56,7 +56,7 @@ covalent = "0.202.0.post1"
 pyzx = "0.7.0"
 neural-tangents = "0.6.2"
 plotly = ">=4.5.0"
-optax = "0.1.3"
+optax = "0.1.7"
 zstd = "*"
 dill = "*"