diff --git a/poetry.lock b/poetry.lock
index 9ef14538..5d6234b0 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -489,13 +489,13 @@ crt = ["awscrt (==0.11.24)"]
 
 [[package]]
 name = "botocore-stubs"
-version = "1.34.148"
+version = "1.34.151"
 description = "Type annotations and code completion for botocore"
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -807,35 +807,6 @@ prompt-toolkit = ">=3.0.36"
 [package.extras]
 testing = ["pytest (>=7.2.1)", "pytest-cov (>=4.0.0)", "tox (>=4.4.3)"]
 
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-optional = false
-python-versions = ">=3.7"
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-
-[package.extras]
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-
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -1697,61 +1668,61 @@ test = ["objgraph", "psutil"]
 
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 name = "grpcio"
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 description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.8"
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 [package.extras]
-protobuf = ["grpcio-tools (>=1.65.1)"]
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 [[package]]
 name = "gunicorn"
@@ -1805,13 +1776,13 @@ mohawk = ">=0.3.4"
 
 [[package]]
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 python-versions = ">=3.8.0"
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 [package.dependencies]
@@ -2090,17 +2061,6 @@ files = [
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 [[package]]
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@@ -2423,162 +2383,146 @@ files = [
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 [[package]]
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 [[package]]
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 [[package]]
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 [package.dependencies]
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-[package.dependencies]
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 [[package]]
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 [package.dependencies]
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 [package.dependencies]
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 [[package]]
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 [[package]]
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 ]
 
-[package.dependencies]
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-wheel = "*"
+[[package]]
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+python-versions = ">=3"
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 [[package]]
 name = "oauthlib"
@@ -3005,13 +2949,13 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pre-commit"
-version = "3.7.1"
+version = "3.8.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
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 python-versions = ">=3.9"
 files = [
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 [package.dependencies]
@@ -3531,20 +3475,20 @@ tests = ["Flask (>=0.8)", "Flask-Login (>=0.2.0)", "ZConfig", "anyjson", "blinke
 
 [[package]]
 name = "redis"
-version = "5.0.7"
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 [package.extras]
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+hiredis = ["hiredis (>1.0.0)"]
 ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"]
 
 [[package]]
@@ -4088,13 +4032,13 @@ tornado = ["tornado (>=6)"]
 
 [[package]]
 name = "setuptools"
-version = "71.1.0"
+version = "72.1.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
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-version = "2.0.0"
+version = "2.2.0"
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 ]
 
 [package.dependencies]
 filelock = "*"
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 jinja2 = "*"
 networkx = "*"
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+nvidia-nvtx-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
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 [package.extras]
 opt-einsum = ["opt-einsum (>=3.3)"]
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 python-versions = ">=3.8"
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+    {file = "torchvision-0.17.0-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:3d86c212fc6379e9bec3ac647d062e34c2cf36c26b98840b66573eb9fbe1f1d9"},
+    {file = "torchvision-0.17.0-cp310-cp310-win_amd64.whl", hash = "sha256:71b314813faf13cecb09a4a635b5e4b274e8df0b1921681038d491c529555bb6"},
+    {file = "torchvision-0.17.0-cp311-cp311-macosx_10_13_x86_64.whl", hash = "sha256:10d276821f115fb369e6cf1f1b77b2cca60cda12cbb39a41513a9d3d0f2a93ae"},
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+    {file = "torchvision-0.17.0-cp311-cp311-manylinux1_x86_64.whl", hash = "sha256:acc0d098ab8c295a750f0218bf5bf7bfc2f2c21f9c2fe3fc30b695cd94f4c759"},
+    {file = "torchvision-0.17.0-cp311-cp311-manylinux2014_aarch64.whl", hash = "sha256:3d2e9552d72e4037f2db6f7d97989a2e2f95763aa1861963a3faf521bb1610c4"},
+    {file = "torchvision-0.17.0-cp311-cp311-win_amd64.whl", hash = "sha256:f8e542cf71e1294fcb5635038eae6702df543dc90706f0836ec80e75efc511fc"},
+    {file = "torchvision-0.17.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:816ae1a4506b1cb0f638e1827cae7ab768c731369ab23e86839f177926197143"},
+    {file = "torchvision-0.17.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:be39874c239215a39b3c431c7016501f1a45bfbbebf2fe8e11d8339b5ea23bca"},
+    {file = "torchvision-0.17.0-cp312-cp312-manylinux1_x86_64.whl", hash = "sha256:8fe14d580557aef2c45dd462c069ff936b6507b215c4b496f30973ae8cff917d"},
+    {file = "torchvision-0.17.0-cp312-cp312-manylinux2014_aarch64.whl", hash = "sha256:4608ba3246c45c968ede40e7640e4eed64556210faa154cf1ffccb1cadabe445"},
+    {file = "torchvision-0.17.0-cp312-cp312-win_amd64.whl", hash = "sha256:b755d6d3e021239d2408bf3794d0d3dcffbc629f1fd808c43d8b346045a098c4"},
+    {file = "torchvision-0.17.0-cp38-cp38-macosx_10_13_x86_64.whl", hash = "sha256:870d7cda57420e44d20eb07bfe37bf5344a06434a7a6195b4c7f3dd55838587d"},
+    {file = "torchvision-0.17.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:477f6e64a9d798c0f5adefc300acc220da6f17ef5c1e110d20108f66554fee4d"},
+    {file = "torchvision-0.17.0-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:a54a15bd6f3dbb04ebd36c5a87530b2e090ee4b9b15eb89eda558ab3e50396a0"},
+    {file = "torchvision-0.17.0-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:e041ce3336364413bab051a3966d884bab25c200f98ca8a065f0abe758c3005e"},
+    {file = "torchvision-0.17.0-cp38-cp38-win_amd64.whl", hash = "sha256:7887f767670c72aa20f5237042d0ca1462da18f66a3ea8c36b6ba67ce26b82fc"},
+    {file = "torchvision-0.17.0-cp39-cp39-macosx_10_13_x86_64.whl", hash = "sha256:b1ced438b81ef662a71c8c81debaf0c80455b35b811ca55a4c3c593d721b560a"},
+    {file = "torchvision-0.17.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:b53569c52bd4bd1176a1e49d8ea55883bcf57e1614cb97e2e8ce372768299b70"},
+    {file = "torchvision-0.17.0-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:7f373507afcd9022ebd9f50b31da8dbac1ea6783ffb77d1f1ab8806425c0a83b"},
+    {file = "torchvision-0.17.0-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:085251ab36340206dc7e1be59a15fa5e307d45ccd66889f5d7bf1ba5e7ecdc57"},
+    {file = "torchvision-0.17.0-cp39-cp39-win_amd64.whl", hash = "sha256:4c0d4c0af58af2752aad235150bd794d0f324e6eeac5cd13c440bda5dce622d3"},
 ]
 
 [package.dependencies]
 numpy = "*"
 pillow = ">=5.3.0,<8.3.dev0 || >=8.4.dev0"
 requests = "*"
-torch = "2.0.0"
+torch = "2.2.0"
 
 [package.extras]
 scipy = ["scipy"]
@@ -4644,40 +4596,26 @@ vision = ["Pillow (>=10.0.1,<=15.0)"]
 
 [[package]]
 name = "triton"
-version = "2.0.0"
+version = "2.2.0"
 description = "A language and compiler for custom Deep Learning operations"
 optional = false
 python-versions = "*"
 files = [
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-    {file = "triton-2.0.0-1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:226941c7b8595219ddef59a1fdb821e8c744289a132415ddd584facedeb475b1"},
-    {file = "triton-2.0.0-1-cp36-cp36m-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4c9fc8c89874bc48eb7e7b2107a9b8d2c0bf139778637be5bfccb09191685cfd"},
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-    {file = "triton-2.0.0-1-pp37-pypy37_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:9618815a8da1d9157514f08f855d9e9ff92e329cd81c0305003eb9ec25cc5add"},
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-    {file = "triton-2.0.0-1-pp39-pypy39_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e3e13aa8b527c9b642e3a9defcc0fbd8ffbe1c80d8ac8c15a01692478dc64d8a"},
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-    {file = "triton-2.0.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fedce6a381901b1547e0e7e1f2546e4f65dca6d91e2d8a7305a2d1f5551895be"},
-    {file = "triton-2.0.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:75834f27926eab6c7f00ce73aaf1ab5bfb9bec6eb57ab7c0bfc0a23fac803b4c"},
-    {file = "triton-2.0.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0117722f8c2b579cd429e0bee80f7731ae05f63fe8e9414acd9a679885fcbf42"},
-    {file = "triton-2.0.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bcd9be5d0c2e45d2b7e6ddc6da20112b6862d69741576f9c3dbaf941d745ecae"},
-    {file = "triton-2.0.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:42a0d2c3fc2eab4ba71384f2e785fbfd47aa41ae05fa58bf12cb31dcbd0aeceb"},
-    {file = "triton-2.0.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:52c47b72c72693198163ece9d90a721299e4fb3b8e24fd13141e384ad952724f"},
+    {file = "triton-2.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a2294514340cfe4e8f4f9e5c66c702744c4a117d25e618bd08469d0bfed1e2e5"},
+    {file = "triton-2.2.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:da58a152bddb62cafa9a857dd2bc1f886dbf9f9c90a2b5da82157cd2b34392b0"},
+    {file = "triton-2.2.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0af58716e721460a61886668b205963dc4d1e4ac20508cc3f623aef0d70283d5"},
+    {file = "triton-2.2.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e8fe46d3ab94a8103e291bd44c741cc294b91d1d81c1a2888254cbf7ff846dab"},
+    {file = "triton-2.2.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b8ce26093e539d727e7cf6f6f0d932b1ab0574dc02567e684377630d86723ace"},
+    {file = "triton-2.2.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:227cc6f357c5efcb357f3867ac2a8e7ecea2298cd4606a8ba1e931d1d5a947df"},
 ]
 
 [package.dependencies]
-cmake = "*"
 filelock = "*"
-lit = "*"
-torch = "*"
 
 [package.extras]
-tests = ["autopep8", "flake8", "isort", "numpy", "pytest", "scipy (>=1.7.1)"]
-tutorials = ["matplotlib", "pandas", "tabulate"]
+build = ["cmake (>=3.20)", "lit"]
+tests = ["autopep8", "flake8", "isort", "numpy", "pytest", "scipy (>=1.7.1)", "torch"]
+tutorials = ["matplotlib", "pandas", "tabulate", "torch"]
 
 [[package]]
 name = "types-awscrt"
@@ -4841,20 +4779,6 @@ MarkupSafe = ">=2.1.1"
 [package.extras]
 watchdog = ["watchdog (>=2.3)"]
 
-[[package]]
-name = "wheel"
-version = "0.43.0"
-description = "A built-package format for Python"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "wheel-0.43.0-py3-none-any.whl", hash = "sha256:55c570405f142630c6b9f72fe09d9b67cf1477fcf543ae5b8dcb1f5b7377da81"},
-    {file = "wheel-0.43.0.tar.gz", hash = "sha256:465ef92c69fa5c5da2d1cf8ac40559a8c940886afcef87dcf14b9470862f1d85"},
-]
-
-[package.extras]
-test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
-
 [[package]]
 name = "whitenoise"
 version = "5.2.0"
@@ -5048,4 +4972,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "b43a87eeb921185c19d172f0f943f0bf98ea8578fdc2cd0e437198d8797176d3"
+content-hash = "2f0e20dd7e72b7bdf1727f95fcc50fc2278add39bf547bd6ab7425d2d307c3e0"
diff --git a/pyproject.toml b/pyproject.toml
index acd32cd5..a7fd4c06 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -91,8 +91,8 @@ pillow = "10.3.0"
 # instead we install them as part of the .profile script that is ran on the server during deployment.
 transformers = "4.38.0"
 sentence-transformers = "2.2.2"
-torch = "2.0.0"
-torchvision = "0.15.1"
+torch = "2.2.0"
+torchvision = "0.17.0"
 
 [build-system]
 requires = ["poetry~=1.6.1"]
diff --git a/requirements-app.txt b/requirements-app.txt
index 09a8575b..c422ddb5 100644
--- a/requirements-app.txt
+++ b/requirements-app.txt
@@ -50,11 +50,11 @@ fsspec==2024.6.1 ; python_version >= "3.9" and python_version < "4.0"
 gevent==24.2.1 ; python_version >= "3.9" and python_version < "4.0"
 googleapis-common-protos==1.63.2 ; python_version >= "3.9" and python_version < "4.0"
 greenlet==3.0.3 ; platform_python_implementation == "CPython" and python_version < "4.0" and python_version >= "3.9"
-grpcio==1.65.1 ; python_version >= "3.9" and python_version < "4.0"
+grpcio==1.65.2 ; python_version >= "3.9" and python_version < "4.0"
 gunicorn==22.0.0 ; python_version >= "3.9" and python_version < "4.0"
 hashids==1.3.1 ; python_version >= "3.9" and python_version < "4.0"
 hawkrest==1.0.1 ; python_version >= "3.9" and python_version < "4.0"
-huggingface-hub==0.24.2 ; python_version >= "3.9" and python_version < "4.0"
+huggingface-hub==0.24.5 ; python_version >= "3.9" and python_version < "4.0"
 identify==2.6.0 ; python_version >= "3.9" and python_version < "4"
 idna==3.7 ; python_version >= "3.9" and python_version < "4.0"
 importlib-metadata==6.5.1 ; python_version >= "3.9" and python_version < "4.0"
@@ -88,7 +88,7 @@ opentelemetry-util-http==0.43b0 ; python_version >= "3.9" and python_version < "
 packaging==24.1 ; python_version >= "3.9" and python_version < "4.0"
 platformdirs==4.2.2 ; python_version >= "3.9" and python_version < "4"
 pluggy==1.5.0 ; python_version >= "3.9" and python_version < "4.0"
-pre-commit==3.7.1 ; python_version >= "3.9" and python_version < "4"
+pre-commit==3.8.0 ; python_version >= "3.9" and python_version < "4"
 prompt-toolkit==3.0.47 ; python_version >= "3.9" and python_version < "4.0"
 protobuf==4.25.4 ; python_version >= "3.9" and python_version < "4.0"
 psycopg2-binary==2.9.5 ; python_version >= "3.9" and python_version < "4.0"
@@ -100,7 +100,7 @@ python-dateutil==2.9.0.post0 ; python_version >= "3.9" and python_version < "4.0
 python-json-logger==2.0.0 ; python_version >= "3.9" and python_version < "4.0"
 pyyaml==6.0.1 ; python_version >= "3.9" and python_version < "4.0"
 raven==6.9.0 ; python_version >= "3.9" and python_version < "4.0"
-redis==5.0.7 ; python_version >= "3.9" and python_version < "4.0"
+redis==5.0.8 ; python_version >= "3.9" and python_version < "4.0"
 regex==2024.7.24 ; python_version >= "3.9" and python_version < "4.0"
 requests-oauthlib==2.0.0 ; python_version >= "3.9" and python_version < "4.0"
 requests-toolbelt==0.9.1 ; python_version >= "3.9" and python_version < "4.0"
@@ -110,7 +110,7 @@ scikit-learn==1.5.1 ; python_version >= "3.9" and python_version < "4.0"
 scipy==1.13.1 ; python_version >= "3.9" and python_version < "4.0"
 sentencepiece==0.2.0 ; python_version >= "3.9" and python_version < "4.0"
 sentry-sdk==2.8.0 ; python_version >= "3.9" and python_version < "4.0"
-setuptools==71.1.0 ; python_version >= "3.9" and python_version < "4.0"
+setuptools==72.1.0 ; python_version >= "3.9" and python_version < "4.0"
 six==1.16.0 ; python_version >= "3.9" and python_version < "4.0"
 sqlparse==0.5.0 ; python_version >= "3.9" and python_version < "4.0"
 threadpoolctl==3.5.0 ; python_version >= "3.9" and python_version < "4.0"
diff --git a/requirements-ml.txt b/requirements-ml.txt
index 6cbb2395..fe70fc85 100644
--- a/requirements-ml.txt
+++ b/requirements-ml.txt
@@ -2,5 +2,5 @@
 transformers==4.38.0
 sentence-transformers==2.2.2
 --extra-index-url https://download.pytorch.org/whl/cpu
-torch==2.0.0
-torchvision==0.15.1
+torch==2.2.0
+torchvision==0.17.0