diff --git a/poetry.lock b/poetry.lock
index 3dba8a9..7bf0ab2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
 
 [[package]]
 name = "absl-py"
@@ -13,113 +13,98 @@ files = [
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.3"
+version = "2.4.4"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
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+    {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
 ]
 
 [[package]]
 name = "aiohttp"
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 ]
 
 [package.dependencies]
@@ -128,20 +113,21 @@ aiosignal = ">=1.1.2"
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-yarl = ">=1.12.0,<2.0"
+propcache = ">=0.2.0"
+yarl = ">=1.17.0,<2.0"
 
 [package.extras]
 speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
 
 [[package]]
 name = "aiosignal"
-version = "1.3.1"
+version = "1.3.2"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 files = [
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-    {file = "aiosignal-1.3.1.tar.gz", hash = "sha256:54cd96e15e1649b75d6c87526a6ff0b6c1b0dd3459f43d9ca11d48c339b68cfc"},
+    {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
+    {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
 ]
 
 [package.dependencies]
@@ -152,23 +138,20 @@ name = "amazon-product-search"
 version = "0.1.0"
 description = ""
 optional = false
-python-versions = "3.11.8"
+python-versions = "~3.11"
 files = []
 develop = false
 
 [package.dependencies]
-amazon-product-search-dense-retrieval = {git = "https://github.com/rejasupotaro/amazon-product-search-dense-retrieval.git"}
-apache-beam = {version = "2.50.0", extras = ["gcp"]}
+dense-retrieval = {path = "../dense-retrieval", develop = true}
 docker = "^7.0.0"
 elasticsearch = "8.12.1"
 fugashi = {version = "^1.2.0", extras = ["unidic"]}
 gcsfs = "^2023.6.0"
-google-cloud-aiplatform = "^1.25.0"
 google-cloud-bigquery = {version = "^3.12.0", extras = ["pandas"]}
 ipadic = "^1.0.0"
 jinja2 = "^3.1.2"
 keybert = "^0.7.0"
-kfp = "^2.7.0"
 more-itertools = "^9.0.0"
 openai = "^1.14.2"
 pandas = "^1.5.0"
@@ -192,36 +175,6 @@ watchdog = "^2.1.9"
 type = "directory"
 url = "src/amazon-product-search"
 
-[[package]]
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@@ -246,112 +199,25 @@ files = [
 
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 cron = ["capturer (>=2.4)"]
 
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 ]
 
 [package.dependencies]
 cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
 
 [package.extras]
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-nox = ["nox"]
-pep8test = ["check-sdist", "click", "mypy", "ruff"]
-sdist = ["build"]
+docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=3.0.0)"]
+docstest = ["pyenchant (>=3)", "readme-renderer (>=30.0)", "sphinxcontrib-spelling (>=7.3.1)"]
+nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2)"]
+pep8test = ["check-sdist", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
+sdist = ["build (>=1.0.0)"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["certifi", "cryptography-vectors (==43.0.3)", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
+test = ["certifi (>=2024)", "cryptography-vectors (==44.0.0)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
 test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "db-dtypes"
-version = "1.3.0"
+version = "1.3.1"
 description = "Pandas Data Types for SQL systems (BigQuery, Spanner)"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -757,34 +589,32 @@ files = [
 ]
 
 [[package]]
-name = "deprecated"
-version = "1.2.14"
-description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
+name = "dense-retrieval"
+version = "0.1.0"
+description = ""
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-files = [
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-]
+python-versions = "~3.11"
+files = []
+develop = true
 
 [package.dependencies]
-wrapt = ">=1.10,<2"
-
-[package.extras]
-dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
-
-[[package]]
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-version = "0.3.1.1"
-description = "serialize all of python"
-optional = false
-python-versions = ">=2.6, !=3.0.*"
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+fugashi = {version = "^1.2.0", extras = ["unidic"]}
+lightning = "^2.2.0.post0"
+more-itertools = "^9.1.0"
+onnx = "^1.14.0"
+onnxruntime = "^1.15.1"
+pandas = "^1.5.0"
+pytest = "^7.3.1"
+sentence-transformers = "^2.2.2"
+sentencepiece = "^0.1.99"
+torch = "^2.0.0"
+transformers = "^4.28.1"
+unidic-lite = "^1.0.8"
 
-[package.extras]
-graph = ["objgraph (>=1.7.2)"]
+[package.source]
+type = "directory"
+url = "src/dense-retrieval"
 
 [[package]]
 name = "distro"
@@ -797,26 +627,6 @@ files = [
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 ]
 
-[[package]]
-name = "dnspython"
-version = "2.7.0"
-description = "DNS toolkit"
-optional = false
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 ssh = ["paramiko (>=2.4.3)"]
 websockets = ["websocket-client (>=1.3.0)"]
 
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 ]
 
 [package.dependencies]
@@ -1205,13 +937,13 @@ gcsfuse = ["fusepy"]
 
 [[package]]
 name = "google-api-core"
-version = "2.22.0"
+version = "2.24.0"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1229,36 +961,15 @@ grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "grpcio-status
 grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
-[[package]]
-name = "google-apitools"
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-description = "client libraries for humans"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
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-
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-six = ">=1.12.0"
-
-[package.extras]
-cli = ["python-gflags (>=3.0.6)"]
-testing = ["mock (>=1.0.1)"]
-
 [[package]]
 name = "google-auth"
-version = "2.35.0"
+version = "2.37.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1269,25 +980,11 @@ rsa = ">=3.1.4,<5"
 [package.extras]
 aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
 enterprise-cert = ["cryptography", "pyopenssl"]
+pyjwt = ["cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
 pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 
-[[package]]
-name = "google-auth-httplib2"
-version = "0.1.1"
-description = "Google Authentication Library: httplib2 transport"
-optional = false
-python-versions = "*"
-files = [
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-
-[package.dependencies]
-google-auth = "*"
-httplib2 = ">=0.19.0"
-
 [[package]]
 name = "google-auth-oauthlib"
 version = "1.2.1"
@@ -1306,62 +1003,15 @@ requests-oauthlib = ">=0.7.0"
 [package.extras]
 tool = ["click (>=6.0.0)"]
 
-[[package]]
-name = "google-cloud-aiplatform"
-version = "1.71.1"
-description = "Vertex AI API client library"
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-python-versions = ">=3.8"
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-
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-
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-tokenization = ["sentencepiece (>=0.2.0)"]
-vizier = ["google-vizier (>=0.1.6)"]
-xai = ["tensorflow (>=2.3.0,<3.0.0dev)"]
-
 [[package]]
 name = "google-cloud-bigquery"
-version = "3.26.0"
+version = "3.27.0"
 description = "Google BigQuery API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_cloud_bigquery-3.26.0-py2.py3-none-any.whl", hash = "sha256:e0e9ad28afa67a18696e624cbccab284bf2c0a3f6eeb9eeb0426c69b943793a8"},
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+    {file = "google_cloud_bigquery-3.27.0-py2.py3-none-any.whl", hash = "sha256:b53b0431e5ba362976a4cd8acce72194b4116cdf8115030c7b339b884603fcc3"},
+    {file = "google_cloud_bigquery-3.27.0.tar.gz", hash = "sha256:379c524054d7b090fa56d0c22662cc6e6458a6229b6754c0e7177e3a73421d2c"},
 ]
 
 [package.dependencies]
@@ -1387,50 +1037,6 @@ opentelemetry = ["opentelemetry-api (>=1.1.0)", "opentelemetry-instrumentation (
 pandas = ["db-dtypes (>=0.3.0,<2.0.0dev)", "importlib-metadata (>=1.0.0)", "pandas (>=1.1.0)", "pyarrow (>=3.0.0)"]
 tqdm = ["tqdm (>=4.7.4,<5.0.0dev)"]
 
-[[package]]
-name = "google-cloud-bigquery-storage"
-version = "2.27.0"
-description = "Google Cloud Bigquery Storage API client library"
-optional = false
-python-versions = ">=3.7"
-files = [
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-    {file = "google_cloud_bigquery_storage-2.27.0.tar.gz", hash = "sha256:522faba9a68bea7e9857071c33fafce5ee520b7b175da00489017242ade8ec27"},
-]
-
-[package.dependencies]
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-proto-plus = {version = ">=1.22.2,<2.0.0dev", markers = "python_version >= \"3.11\""}
-protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0dev"
-
-[package.extras]
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-pandas = ["importlib-metadata (>=1.0.0)", "pandas (>=0.21.1)"]
-pyarrow = ["pyarrow (>=0.15.0)"]
-
-[[package]]
-name = "google-cloud-bigtable"
-version = "2.26.0"
-description = "Google Cloud Bigtable API client library"
-optional = false
-python-versions = ">=3.7"
-files = [
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-    {file = "google_cloud_bigtable-2.26.0.tar.gz", hash = "sha256:83cf10adb3333484b399efae5a4d241217c1885c63fdb9b04c269301762b18b7"},
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-[package.dependencies]
-google-api-core = {version = ">=2.16.0,<3.0.0dev", extras = ["grpc"]}
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-google-cloud-core = ">=1.4.4,<3.0.0dev"
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-proto-plus = ">=1.22.3,<2.0.0dev"
-protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0dev"
-
-[package.extras]
-libcst = ["libcst (>=0.2.5)"]
-
 [[package]]
 name = "google-cloud-core"
 version = "2.4.1"
@@ -1449,172 +1055,15 @@ google-auth = ">=1.25.0,<3.0dev"
 [package.extras]
 grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
 
-[[package]]
-name = "google-cloud-datastore"
-version = "2.20.1"
-description = "Google Cloud Datastore API client library"
-optional = false
-python-versions = ">=3.7"
-files = [
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-]
-
-[package.dependencies]
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-google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev"
-google-cloud-core = ">=1.4.0,<3.0.0dev"
-proto-plus = {version = ">=1.22.2,<2.0.0dev", markers = "python_version >= \"3.11\""}
-protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0dev"
-
-[package.extras]
-libcst = ["libcst (>=0.2.5)"]
-
-[[package]]
-name = "google-cloud-dlp"
-version = "3.25.0"
-description = "Google Cloud Dlp API client library"
-optional = false
-python-versions = ">=3.7"
-files = [
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-[package.dependencies]
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-
-[[package]]
-name = "google-cloud-language"
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-description = "Google Cloud Language API client library"
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-python-versions = ">=3.7"
-files = [
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-    {file = "google_cloud_language-2.15.0.tar.gz", hash = "sha256:ad7b2373d1e003f67440b79dcf5a923644a7d99135b3728bf38d72b05fe2f32d"},
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-
-[package.dependencies]
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-
-[[package]]
-name = "google-cloud-pubsub"
-version = "2.26.1"
-description = "Google Cloud Pub/Sub API client library"
-optional = false
-python-versions = ">=3.7"
-files = [
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-
-[package.dependencies]
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-
-[package.extras]
-libcst = ["libcst (>=0.3.10)"]
-
-[[package]]
-name = "google-cloud-pubsublite"
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-description = "Google Cloud Pubsublite API client library"
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-[package.dependencies]
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-grpcio-status = ">=1.38.1,<2.0.0dev"
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-
-[[package]]
-name = "google-cloud-recommendations-ai"
-version = "0.10.13"
-description = "Google Cloud Recommendations Ai API client library"
-optional = false
-python-versions = ">=3.7"
-files = [
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-[package.dependencies]
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-
-[[package]]
-name = "google-cloud-resource-manager"
-version = "1.13.0"
-description = "Google Cloud Resource Manager API client library"
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-python-versions = ">=3.7"
-files = [
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-[package.dependencies]
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-
-[[package]]
-name = "google-cloud-spanner"
-version = "3.49.1"
-description = "Google Cloud Spanner API client library"
-optional = false
-python-versions = ">=3.7"
-files = [
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-[package.dependencies]
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-google-cloud-core = ">=1.4.4,<3.0dev"
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-proto-plus = {version = ">=1.22.2,<2.0.0dev", markers = "python_version >= \"3.11\""}
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-sqlparse = ">=0.4.4"
-
-[package.extras]
-libcst = ["libcst (>=0.2.5)"]
-tracing = ["opentelemetry-api (>=1.1.0)", "opentelemetry-instrumentation (>=0.20b0,<0.23dev)", "opentelemetry-sdk (>=1.1.0)"]
-
 [[package]]
 name = "google-cloud-storage"
-version = "2.18.2"
+version = "2.19.0"
 description = "Google Cloud Storage API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_cloud_storage-2.18.2-py2.py3-none-any.whl", hash = "sha256:97a4d45c368b7d401ed48c4fdfe86e1e1cb96401c9e199e419d289e2c0370166"},
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+    {file = "google_cloud_storage-2.19.0-py2.py3-none-any.whl", hash = "sha256:aeb971b5c29cf8ab98445082cbfe7b161a1f48ed275822f59ed3f1524ea54fba"},
+    {file = "google_cloud_storage-2.19.0.tar.gz", hash = "sha256:cd05e9e7191ba6cb68934d8eb76054d9be4562aa89dbc4236feee4d7d51342b2"},
 ]
 
 [package.dependencies]
@@ -1626,42 +1075,8 @@ google-resumable-media = ">=2.7.2"
 requests = ">=2.18.0,<3.0.0dev"
 
 [package.extras]
-protobuf = ["protobuf (<6.0.0dev)"]
-tracing = ["opentelemetry-api (>=1.1.0)"]
-
-[[package]]
-name = "google-cloud-videointelligence"
-version = "2.14.0"
-description = "Google Cloud Videointelligence API client library"
-optional = false
-python-versions = ">=3.7"
-files = [
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-    {file = "google_cloud_videointelligence-2.14.0.tar.gz", hash = "sha256:1c1945234b56f702f846fdc7785b583b059bdd85eb4595bfa27c05145a5d55ef"},
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-[package.dependencies]
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-google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev"
-proto-plus = ">=1.22.3,<2.0.0dev"
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-
-[[package]]
-name = "google-cloud-vision"
-version = "3.8.0"
-description = "Google Cloud Vision API client library"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "google_cloud_vision-3.8.0-py2.py3-none-any.whl", hash = "sha256:cf63d8dbd1d1b5ead11eb061aeedbe139105029de7558f5bfbcd7b9abeaf6476"},
-    {file = "google_cloud_vision-3.8.0.tar.gz", hash = "sha256:591c9d1ca26308f10557fd0b1feccebaa7a65199f7027b77dc7311820400720b"},
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-
-[package.dependencies]
-google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
-google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev"
-proto-plus = ">=1.22.3,<2.0.0dev"
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+protobuf = ["protobuf (<6.0.0dev)"]
+tracing = ["opentelemetry-api (>=1.1.0)"]
 
 [[package]]
 name = "google-crc32c"
@@ -1722,137 +1137,103 @@ requests = ["requests (>=2.18.0,<3.0.0dev)"]
 
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 [package.extras]
-protobuf = ["grpcio-tools (>=1.67.1)"]
+protobuf = ["grpcio-tools (>=1.68.1)"]
 
 [[package]]
 name = "grpcio-status"
-version = "1.62.3"
+version = "1.68.1"
 description = "Status proto mapping for gRPC"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 googleapis-common-protos = ">=1.5.5"
-grpcio = ">=1.62.3"
-protobuf = ">=4.21.6"
+grpcio = ">=1.68.1"
+protobuf = ">=5.26.1,<6.0dev"
 
 [[package]]
 name = "h11"
@@ -1865,35 +1246,15 @@ files = [
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 ]
 
-[[package]]
-name = "hdfs"
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-description = "HdfsCLI: API and command line interface for HDFS."
-optional = false
-python-versions = "*"
-files = [
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-
-[package.dependencies]
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-six = ">=1.9.0"
-
-[package.extras]
-avro = ["fastavro (>=0.21.19)"]
-dataframe = ["fastavro (>=0.21.19)", "pandas (>=0.14.1)"]
-kerberos = ["requests-kerberos (>=0.7.0)"]
-
 [[package]]
 name = "httpcore"
-version = "1.0.6"
+version = "1.0.7"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1906,29 +1267,15 @@ http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 trio = ["trio (>=0.22.0,<1.0)"]
 
-[[package]]
-name = "httplib2"
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-description = "A comprehensive HTTP client library."
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-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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-
 [[package]]
 name = "httpx"
-version = "0.27.2"
+version = "0.28.1"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1936,7 +1283,6 @@ anyio = "*"
 certifi = "*"
 httpcore = "==1.*"
 idna = "*"
-sniffio = "*"
 
 [package.extras]
 brotli = ["brotli", "brotlicffi"]
@@ -1947,13 +1293,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.26.2"
+version = "0.26.5"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -2007,25 +1353,6 @@ files = [
 [package.extras]
 all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
 
-[[package]]
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-description = "Read metadata from Python packages"
-optional = false
-python-versions = ">=3.8"
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-
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -2066,84 +1393,87 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "jiter"
-version = "0.7.0"
+version = "0.8.2"
 description = "Fast iterable JSON parser."
 optional = false
 python-versions = ">=3.8"
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 wheel = "*"
 
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 [[package]]
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 signals = ["blinker (>=1.4.0)"]
 signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 
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 [[package]]
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 ]
 
 [package.dependencies]
@@ -2938,13 +2179,13 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.53.0"
+version = "1.57.4"
 description = "The official Python library for the openai API"
 optional = false
-python-versions = ">=3.7.1"
+python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -2960,137 +2201,15 @@ typing-extensions = ">=4.11,<5"
 [package.extras]
 datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 
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-
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-
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-name = "opentelemetry-sdk"
-version = "1.27.0"
-description = "OpenTelemetry Python SDK"
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-
-[package.dependencies]
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-
-[[package]]
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-
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 [[package]]
@@ -3306,109 +2425,93 @@ xlsxwriter = ["xlsxwriter"]
 
 [[package]]
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 [[package]]
 name = "pyasn1"
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 [package.extras]
 email = ["email-validator (>=2.0.0)"]
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 ]
 
 [[package]]
@@ -4191,20 +3211,6 @@ requests = ">=2.0.0"
 [package.extras]
 rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 
-[[package]]
-name = "requests-toolbelt"
-version = "0.10.1"
-description = "A utility belt for advanced users of python-requests"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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-]
-
-[package.dependencies]
-requests = ">=2.0.1,<3.0.0"
-
 [[package]]
 name = "rich"
 version = "13.9.4"
@@ -4371,32 +3377,41 @@ torch = ["safetensors[numpy]", "torch (>=1.10)"]
 
 [[package]]
 name = "scikit-learn"
-version = "1.5.2"
+version = "1.6.0"
 description = "A set of python modules for machine learning and data mining"
 optional = false
 python-versions = ">=3.9"
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 multimodal = ["piq (<=0.8.0)", "transformers (>=4.42.3)"]
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 visual = ["SciencePlots (>=2.0.0)", "matplotlib (>=3.6.0)"]
 
 [[package]]
 name = "tqdm"
-version = "4.66.6"
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 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
+dev = ["nbval", "pytest (>=6)", "pytest-asyncio (>=0.24)", "pytest-cov", "pytest-timeout"]
+discord = ["requests"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
 
 [[package]]
 name = "transformers"
-version = "4.46.1"
+version = "4.47.0"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 optional = false
-python-versions = ">=3.8.0"
+python-versions = ">=3.9.0"
 files = [
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+    {file = "transformers-4.47.0-py3-none-any.whl", hash = "sha256:a8e1bafdaae69abdda3cad638fe392e37c86d2ce0ecfcae11d60abb8f949ff4d"},
+    {file = "transformers-4.47.0.tar.gz", hash = "sha256:f8ead7a5a4f6937bb507e66508e5e002dc5930f7b6122a9259c37b099d0f3b19"},
 ]
 
 [package.dependencies]
 filelock = "*"
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 numpy = ">=1.17"
 packaging = ">=20.0"
 pyyaml = ">=5.1"
 regex = "!=2019.12.17"
 requests = "*"
 safetensors = ">=0.4.1"
-tokenizers = ">=0.20,<0.21"
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 tqdm = ">=4.27"
 
 [package.extras]
 accelerate = ["accelerate (>=0.26.0)"]
 agents = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "datasets (!=2.5.0)", "diffusers", "opencv-python", "sentencepiece (>=0.1.91,!=0.1.92)", "torch"]
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 audio = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
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+dev-torch = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "kenlm", "libcst", "librosa", "nltk (<=3.8.1)", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rich", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "timeout-decorator", "timm (<=1.0.11)", "tokenizers (>=0.21,<0.22)", "torch", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
 flax = ["flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "optax (>=0.0.8,<=0.1.4)", "scipy (<1.13.0)"]
 flax-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 ftfy = ["ftfy"]
@@ -5028,12 +3886,12 @@ tf = ["keras-nlp (>=0.3.1,<0.14.0)", "onnxconverter-common", "tensorflow (>2.9,<
 tf-cpu = ["keras (>2.9,<2.16)", "keras-nlp (>=0.3.1,<0.14.0)", "onnxconverter-common", "tensorflow-cpu (>2.9,<2.16)", "tensorflow-probability (<0.24)", "tensorflow-text (<2.16)", "tf2onnx"]
 tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 tiktoken = ["blobfile", "tiktoken"]
-timm = ["timm (<=0.9.16)"]
-tokenizers = ["tokenizers (>=0.20,<0.21)"]
+timm = ["timm (<=1.0.11)"]
+tokenizers = ["tokenizers (>=0.21,<0.22)"]
 torch = ["accelerate (>=0.26.0)", "torch"]
 torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
 torch-vision = ["Pillow (>=10.0.1,<=15.0)", "torchvision"]
-torchhub = ["filelock", "huggingface-hub (>=0.23.2,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.20,<0.21)", "torch", "tqdm (>=4.27)"]
+torchhub = ["filelock", "huggingface-hub (>=0.24.0,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.21,<0.22)", "torch", "tqdm (>=4.27)"]
 video = ["av (==9.2.0)"]
 vision = ["Pillow (>=10.0.1,<=15.0)"]
 
@@ -5067,19 +3925,20 @@ tutorials = ["matplotlib", "pandas", "tabulate"]
 
 [[package]]
 name = "tritonclient"
-version = "2.41.1"
+version = "2.46.0"
 description = "Python client library and utilities for communicating with Triton Inference Server"
 optional = false
 python-versions = "*"
 files = [
-    {file = "tritonclient-2.41.1-py3-none-any.whl", hash = "sha256:91cb234331a7145c407cea605caf9eecbd4276ddc5f085ddd5a6dcab64e5e70b"},
-    {file = "tritonclient-2.41.1-py3-none-manylinux1_x86_64.whl", hash = "sha256:22ad56ae5ab25518862dec85af0a8246a32a1e14e2ee1d86f1444ce432c254e1"},
-    {file = "tritonclient-2.41.1-py3-none-manylinux2014_aarch64.whl", hash = "sha256:6545055add115e9bd07ca540af95db5ceda0c783009ad41df6a7f35a79d57474"},
+    {file = "tritonclient-2.46.0-py3-none-any.whl", hash = "sha256:6e64e64ee94cb53d807f9103cefea2ffb4c2e9b3bf5a82cebb108d984e5060df"},
+    {file = "tritonclient-2.46.0-py3-none-manylinux1_x86_64.whl", hash = "sha256:10d2cda89b72599757ef5aeab160c39c6dead64a97871c6156cdf25043f2f655"},
+    {file = "tritonclient-2.46.0-py3-none-manylinux2014_aarch64.whl", hash = "sha256:1fc5859ee9cbf92e071dcdba0f7836b3f44d205ab481bd0a2e4ba480f7db1e3b"},
 ]
 
 [package.dependencies]
 numpy = ">=1.19.1"
 python-rapidjson = ">=0.9.1"
+urllib3 = ">=2.0.7"
 
 [package.extras]
 all = ["aiohttp (>=3.8.1,<4.0.0)", "cuda-python", "geventhttpclient (>=1.4.4,<=2.0.2)", "grpcio (>=1.41.0)", "numpy (>=1.19.1)", "packaging (>=14.1)", "protobuf (>=3.5.0,<5)", "python-rapidjson (>=0.9.1)"]
@@ -5089,28 +3948,17 @@ http = ["aiohttp (>=3.8.1,<4.0.0)", "geventhttpclient (>=1.4.4,<=2.0.2)", "numpy
 
 [[package]]
 name = "types-requests"
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+version = "2.32.0.20241016"
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-description = "Typing stubs for urllib3"
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 name = "typing-extensions"
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 [[package]]
 name = "wasabi"
@@ -5216,31 +4065,15 @@ files = [
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-test = ["websockets"]
-
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