diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index e382b9cd97520002c91d6214e12b81bdda5e3291..a32d5ed6785744b2f073c5cfd2c43a43bfad09c4 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -38,11 +38,10 @@ jobs:
           cache: poetry
       - name: Install dependencies
         run: |
-          poetry install
-          pip install -r docs/source/requirements.txt
+          poetry install --all-extras
       - name: Build docs
         run: |
-          sphinx-build -M html docs/source docs/build
+          poetry run sphinx-build -M html docs/source docs/build
       - name: Authenticate to Google Cloud
         id: auth
         uses: google-github-actions/auth@v2
diff --git a/poetry.lock b/poetry.lock
index a6d4c7d7cd3d0c90c26e95b6b101431f2191bd7d..e13210e791b042a0d6d50708dededca4fd804956 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,99 +1,114 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.3.5"
+version = "2.4.0"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "aiohappyeyeballs-2.3.5.tar.gz", hash = "sha256:6fa48b9f1317254f122a07a131a86b71ca6946ca989ce6326fff54a99a920105"},
+    {file = "aiohappyeyeballs-2.4.0-py3-none-any.whl", hash = "sha256:7ce92076e249169a13c2f49320d1967425eaf1f407522d707d59cac7628d62bd"},
+    {file = "aiohappyeyeballs-2.4.0.tar.gz", hash = "sha256:55a1714f084e63d49639800f95716da97a1f173d46a16dfcfda0016abb93b6b2"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.10.2"
+version = "3.10.5"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -126,7 +141,7 @@ frozenlist = ">=1.1.0"
 name = "alabaster"
 version = "0.7.16"
 description = "A light, configurable Sphinx theme"
-optional = false
+optional = true
 python-versions = ">=3.9"
 files = [
     {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
@@ -229,7 +244,7 @@ tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 name = "babel"
 version = "2.16.0"
 description = "Internationalization utilities"
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
     {file = "babel-2.16.0-py3-none-any.whl", hash = "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b"},
@@ -243,7 +258,7 @@ dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 name = "beautifulsoup4"
 version = "4.12.3"
 description = "Screen-scraping library"
-optional = false
+optional = true
 python-versions = ">=3.6.0"
 files = [
     {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"},
@@ -310,17 +325,17 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.34.157"
+version = "1.35.10"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -329,13 +344,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.157"
+version = "1.35.10"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
@@ -351,24 +366,24 @@ crt = ["awscrt (==0.21.2)"]
 
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+version = "5.5.0"
 description = "Extensible memoizing collections and decorators"
 optional = true
 python-versions = ">=3.7"
 files = [
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 [[package]]
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-version = "2024.7.4"
+version = "2024.8.30"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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 [[package]]
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 [[package]]
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-version = "5.6.2"
+version = "5.9.0"
 description = ""
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 requests = ">=2.0.0,<3.0.0"
 tokenizers = ">=0.15,<1"
 types-requests = ">=2.0.0,<3.0.0"
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 ]
 
 [package.dependencies]
-numpy = ">=1.20"
+numpy = ">=1.23"
 
 [package.extras]
 bokeh = ["bokeh", "selenium"]
 docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
-mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.8.0)", "types-Pillow"]
+mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.11.1)", "types-Pillow"]
 test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
-test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
+test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist", "wurlitzer"]
 
 [[package]]
 name = "coverage"
@@ -892,7 +929,7 @@ files = [
 name = "docutils"
 version = "0.21.2"
 description = "Docutils -- Python Documentation Utilities"
-optional = false
+optional = true
 python-versions = ">=3.9"
 files = [
     {file = "docutils-0.21.2-py3-none-any.whl", hash = "sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2"},
@@ -989,13 +1026,13 @@ zstandard = ["zstandard"]
 
 [[package]]
 name = "fastembed"
-version = "0.3.4"
+version = "0.3.6"
 description = "Fast, light, accurate library built for retrieval embedding generation"
 optional = true
 python-versions = "<3.13,>=3.8.0"
 files = [
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+    {file = "fastembed-0.3.6.tar.gz", hash = "sha256:c93c8ec99b8c008c2d192d6297866b8d70ec7ac8f5696b34eb5ea91f85efd15f"},
 ]
 
 [package.dependencies]
@@ -1234,13 +1271,13 @@ tqdm = ["tqdm"]
 
 [[package]]
 name = "google-api-core"
-version = "2.19.1"
+version = "2.19.2"
 description = "Google API client core library"
 optional = true
 python-versions = ">=3.7"
 files = [
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+    {file = "google_api_core-2.19.2.tar.gz", hash = "sha256:ca07de7e8aa1c98a8bfca9321890ad2340ef7f2eb136e558cee68f24b94b0a8f"},
 ]
 
 [package.dependencies]
@@ -1265,13 +1302,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-auth"
-version = "2.33.0"
+version = "2.34.0"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "google_auth-2.33.0-py2.py3-none-any.whl", hash = "sha256:8eff47d0d4a34ab6265c50a106a3362de6a9975bb08998700e389f857e4d39df"},
-    {file = "google_auth-2.33.0.tar.gz", hash = "sha256:d6a52342160d7290e334b4d47ba390767e4438ad0d45b7630774533e82655b95"},
+    {file = "google_auth-2.34.0-py2.py3-none-any.whl", hash = "sha256:72fd4733b80b6d777dcde515628a9eb4a577339437012874ea286bca7261ee65"},
+    {file = "google_auth-2.34.0.tar.gz", hash = "sha256:8eb87396435c19b20d32abd2f984e31c191a15284af72eb922f10e5bde9c04cc"},
 ]
 
 [package.dependencies]
@@ -1281,20 +1318,20 @@ 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 (==36.0.2)", "pyopenssl (==22.0.0)"]
+enterprise-cert = ["cryptography", "pyopenssl"]
 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-cloud-aiplatform"
-version = "1.61.0"
+version = "1.64.0"
 description = "Vertex AI API client library"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "google-cloud-aiplatform-1.61.0.tar.gz", hash = "sha256:648e3cd7bb75be706d3c31d852a3d4d8a2e616ad4db4cf520ef4430615cf8ad9"},
-    {file = "google_cloud_aiplatform-1.61.0-py2.py3-none-any.whl", hash = "sha256:57b36d5fa085e68197e9fc576c43263a7cad320483aa3b166bcd1fdc7e8f49e7"},
+    {file = "google-cloud-aiplatform-1.64.0.tar.gz", hash = "sha256:475a612829b283eb8f783e773d37115c30db42e2e50065c8653db0c9bd18b0da"},
+    {file = "google_cloud_aiplatform-1.64.0-py2.py3-none-any.whl", hash = "sha256:3a79ce2ec047868c348336624a60993464ca977fd258bcf609cc79309a8101c4"},
 ]
 
 [package.dependencies]
@@ -1315,16 +1352,16 @@ autologging = ["mlflow (>=1.27.0,<=2.1.1)"]
 cloud-profiler = ["tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "werkzeug (>=2.0.0,<2.1.0dev)"]
 datasets = ["pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)"]
 endpoint = ["requests (>=2.28.1)"]
+evaluation = ["immutabledict", "pandas (>=1.0.0,<2.2.0)", "tqdm (>=4.23.0)"]
 full = ["cloudpickle (<3.0)", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.109.1)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-cloud-logging (<4.0)", "google-vizier (>=0.1.6)", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "requests (>=2.28.1)", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "tqdm (>=4.23.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)"]
-langchain = ["langchain (>=0.1.16,<0.3)", "langchain-core (<0.3)", "langchain-google-vertexai (<2)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)", "tenacity (<=8.3)"]
-langchain-testing = ["absl-py", "cloudpickle (>=3.0,<4.0)", "google-cloud-trace (<2)", "langchain (>=0.1.16,<0.3)", "langchain-core (<0.3)", "langchain-google-vertexai (<2)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)", "opentelemetry-exporter-gcp-trace (<2)", "opentelemetry-sdk (<2)", "pydantic (>=2.6.3,<3)", "pytest-xdist", "tenacity (<=8.3)"]
+langchain = ["langchain (>=0.1.16,<0.3)", "langchain-core (<0.3)", "langchain-google-vertexai (<2)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)", "orjson (<=3.10.6)", "tenacity (<=8.3)"]
+langchain-testing = ["absl-py", "cloudpickle (>=3.0,<4.0)", "google-cloud-trace (<2)", "langchain (>=0.1.16,<0.3)", "langchain-core (<0.3)", "langchain-google-vertexai (<2)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)", "opentelemetry-exporter-gcp-trace (<2)", "opentelemetry-sdk (<2)", "orjson (<=3.10.6)", "pydantic (>=2.6.3,<3)", "pytest-xdist", "tenacity (<=8.3)"]
 lit = ["explainable-ai-sdk (>=1.0.0)", "lit-nlp (==0.4.0)", "pandas (>=1.0.0)", "tensorflow (>=2.3.0,<3.0.0dev)"]
 metadata = ["numpy (>=1.15.0)", "pandas (>=1.0.0)"]
 pipelines = ["pyyaml (>=5.3.1,<7)"]
 prediction = ["docker (>=5.0.3)", "fastapi (>=0.71.0,<=0.109.1)", "httpx (>=0.23.0,<0.25.0)", "starlette (>=0.17.1)", "uvicorn[standard] (>=0.16.0)"]
 preview = ["cloudpickle (<3.0)", "google-cloud-logging (<4.0)"]
 private-endpoints = ["requests (>=2.28.1)", "urllib3 (>=1.21.1,<1.27)"]
-rapid-evaluation = ["pandas (>=1.0.0,<2.2.0)", "tqdm (>=4.23.0)"]
 ray = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=6.0.1)", "pydantic (<2)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "setuptools (<70.0.0)"]
 ray-testing = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pytest-xdist", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "ray[train] (==2.9.3)", "scikit-learn", "setuptools (<70.0.0)", "tensorflow", "torch (>=2.0.0,<2.1.0)", "xgboost", "xgboost-ray"]
 reasoningengine = ["cloudpickle (>=3.0,<4.0)", "google-cloud-trace (<2)", "opentelemetry-exporter-gcp-trace (<2)", "opentelemetry-sdk (<2)", "pydantic (>=2.6.3,<3)"]
@@ -1524,13 +1561,13 @@ requests = ["requests (>=2.18.0,<3.0.0dev)"]
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.63.2"
+version = "1.65.0"
 description = "Common protobufs used in Google APIs"
 optional = true
 python-versions = ">=3.7"
 files = [
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+    {file = "grpcio_tools-1.66.1-cp39-cp39-win_amd64.whl", hash = "sha256:66f527a1e3f063065e29cf6f3e55892434d13a5a51e3b22402e09da9521e98a3"},
+    {file = "grpcio_tools-1.66.1.tar.gz", hash = "sha256:5055ffe840ea8f505c30378be02afb4dbecb33480e554debe10b63d6b2f641c3"},
 ]
 
 [package.dependencies]
-grpcio = ">=1.65.4"
+grpcio = ">=1.66.1"
 protobuf = ">=5.26.1,<6.0dev"
 setuptools = "*"
 
@@ -1786,13 +1823,13 @@ files = [
 
 [[package]]
 name = "huggingface-hub"
-version = "0.24.5"
+version = "0.24.6"
 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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+    {file = "huggingface_hub-0.24.6-py3-none-any.whl", hash = "sha256:a990f3232aa985fe749bc9474060cbad75e8b2f115f6665a9fda5b9c97818970"},
+    {file = "huggingface_hub-0.24.6.tar.gz", hash = "sha256:cc2579e761d070713eaa9c323e3debe39d5b464ae3a7261c39a9195b27bb8000"},
 ]
 
 [package.dependencies]
@@ -1845,20 +1882,20 @@ files = [
 
 [[package]]
 name = "idna"
-version = "3.7"
+version = "3.8"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 files = [
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+    {file = "idna-3.8.tar.gz", hash = "sha256:d838c2c0ed6fced7693d5e8ab8e734d5f8fda53a039c0164afb0b82e771e3603"},
 ]
 
 [[package]]
 name = "imagesize"
 version = "1.4.1"
 description = "Getting image size from png/jpeg/jpeg2000/gif file"
-optional = false
+optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
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@@ -1867,13 +1904,13 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "8.2.0"
+version = "8.4.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1886,21 +1923,25 @@ test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "p
 
 [[package]]
 name = "importlib-resources"
-version = "6.4.0"
+version = "6.4.4"
 description = "Read resources from Python packages"
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
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 [package.extras]
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+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["jaraco.test (>=5.4)", "pytest (>=6,!=8.1.*)", "zipp (>=3.17)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
@@ -2006,7 +2047,7 @@ testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 name = "jinja2"
 version = "3.1.4"
 description = "A very fast and expressive template engine."
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
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@@ -2311,7 +2352,7 @@ dev = ["Sphinx (==7.2.5)", "colorama (==0.4.5)", "colorama (==0.4.6)", "exceptio
 name = "markupsafe"
 version = "2.1.5"
 description = "Safely add untrusted strings to HTML/XML markup."
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
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@@ -2378,40 +2419,51 @@ files = [
 
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 name = "matplotlib"
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+version = "3.9.2"
 description = "Python plotting package"
 optional = true
 python-versions = ">=3.9"
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 [[package]]
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 packaging = "*"
 protobuf = "*"
 sympy = "*"
 
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 ]
 
 [package.dependencies]
@@ -4049,13 +4101,13 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "qdrant-client"
-version = "1.10.1"
+version = "1.11.1"
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 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -4071,8 +4123,8 @@ pydantic = ">=1.10.8"
 urllib3 = ">=1.26.14,<3"
 
 [package.extras]
-fastembed = ["fastembed (==0.2.7)"]
-fastembed-gpu = ["fastembed-gpu (==0.2.7)"]
+fastembed = ["fastembed (==0.3.6)"]
+fastembed-gpu = ["fastembed-gpu (==0.3.6)"]
 
 [[package]]
 name = "regex"
@@ -4391,63 +4443,73 @@ torch = ["safetensors[numpy]", "torch (>=1.10)"]
 
 [[package]]
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-version = "72.1.0"
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 ]
 
 [package.dependencies]
@@ -4483,7 +4545,7 @@ files = [
 name = "snowballstemmer"
 version = "2.2.0"
 description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
-optional = false
+optional = true
 python-versions = "*"
 files = [
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@@ -4492,20 +4554,20 @@ files = [
 
 [[package]]
 name = "soupsieve"
-version = "2.5"
+version = "2.6"
 description = "A modern CSS selector implementation for Beautiful Soup."
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "sphinx"
 version = "7.3.7"
 description = "Python documentation generator"
-optional = false
+optional = true
 python-versions = ">=3.9"
 files = [
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@@ -4541,7 +4603,7 @@ test = ["cython (>=3.0)", "defusedxml (>=0.7.1)", "pytest (>=6.0)", "setuptools
 name = "sphinxawesome-theme"
 version = "5.2.0"
 description = "An awesome theme for the Sphinx documentation generator"
-optional = false
+optional = true
 python-versions = "<4.0,>=3.8"
 files = [
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@@ -4556,7 +4618,7 @@ sphinx = {version = ">=7.2,<7.4", markers = "python_version >= \"3.9\" and pytho
 name = "sphinxcontrib-applehelp"
 version = "2.0.0"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
-optional = false
+optional = true
 python-versions = ">=3.9"
 files = [
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@@ -4572,7 +4634,7 @@ test = ["pytest"]
 name = "sphinxcontrib-devhelp"
 version = "2.0.0"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
-optional = false
+optional = true
 python-versions = ">=3.9"
 files = [
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@@ -4588,7 +4650,7 @@ test = ["pytest"]
 name = "sphinxcontrib-htmlhelp"
 version = "2.1.0"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
-optional = false
+optional = true
 python-versions = ">=3.9"
 files = [
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@@ -4604,7 +4666,7 @@ test = ["html5lib", "pytest"]
 name = "sphinxcontrib-jsmath"
 version = "1.0.1"
 description = "A sphinx extension which renders display math in HTML via JavaScript"
-optional = false
+optional = true
 python-versions = ">=3.5"
 files = [
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@@ -4618,7 +4680,7 @@ test = ["flake8", "mypy", "pytest"]
 name = "sphinxcontrib-qthelp"
 version = "2.0.0"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
-optional = false
+optional = true
 python-versions = ">=3.9"
 files = [
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@@ -4634,7 +4696,7 @@ test = ["defusedxml (>=0.7.1)", "pytest"]
 name = "sphinxcontrib-serializinghtml"
 version = "2.0.0"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)"
-optional = false
+optional = true
 python-versions = ">=3.9"
 files = [
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@@ -4667,13 +4729,13 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "sympy"
-version = "1.13.1"
+version = "1.13.2"
 description = "Computer algebra system (CAS) in Python"
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -5030,13 +5092,13 @@ test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,
 
 [[package]]
 name = "transformers"
-version = "4.44.0"
+version = "4.44.2"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 optional = true
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -5182,13 +5244,13 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "1.26.19"
+version = "1.26.20"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
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 ]
 
 [package.extras]
@@ -5250,101 +5312,103 @@ dev = ["black (>=19.3b0)", "pytest (>=4.6.2)"]
 
 [[package]]
 name = "yarl"
-version = "1.9.4"
+version = "1.9.6"
 description = "Yet another URL library"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "yarl-1.9.6-py3-none-any.whl", hash = "sha256:d34a4c6fde4d49aab493214228d0e03f7e5a717f6da4fe65b879a3af3c22ad7b"},
+    {file = "yarl-1.9.6.tar.gz", hash = "sha256:0bdc6a7b59efa0c34c90ef3da864f0c53e81a4640fbc461bfde9f1b0c64c3c81"},
 ]
 
 [package.dependencies]
@@ -5353,21 +5417,26 @@ multidict = ">=4.0"
 
 [[package]]
 name = "zipp"
-version = "3.19.2"
+version = "3.20.1"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
-    {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"},
+    {file = "zipp-3.20.1-py3-none-any.whl", hash = "sha256:9960cd8967c8f85a56f920d5d507274e74f9ff813a0ab8889a5b5be2daf44064"},
+    {file = "zipp-3.20.1.tar.gz", hash = "sha256:c22b14cc4763c5a5b04134207736c107db42e9d3ef2d9779d465f5f1bcba572b"},
 ]
 
 [package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
 
 [extras]
 bedrock = ["boto3", "botocore"]
+docs = ["sphinx", "sphinxawesome-theme"]
 fastembed = ["fastembed"]
 google = ["google-cloud-aiplatform"]
 hybrid = ["pinecone-text"]
@@ -5382,4 +5451,4 @@ vision = ["pillow", "torch", "torchvision", "transformers"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.13"
-content-hash = "32e1158d0742323cf5e3a7262ceec1229829d80df399caa62b5b693bc430932a"
+content-hash = "f90d88d616159aba6b1bb960a620a514ab65e0c74a7467bc4dc2625697d79a06"
diff --git a/pyproject.toml b/pyproject.toml
index 3708ff4c56809464aae0a880be1c1fb572b4323c..156d4aac7b06a3dbfdfd3a9dc73c3f8e06686980 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -45,6 +45,8 @@ botocore = {version = "^1.34.110", optional = true}
 aiohttp = "^3.9.5"
 fastembed = {version = "^0.3.0", optional = true}
 psycopg2 = {version = "^2.9.9", optional = true}
+sphinx = {version = "^7.0.0", optional = true}
+sphinxawesome-theme = {version = "^5.2.0", optional = true}
 
 [tool.poetry.extras]
 hybrid = ["pinecone-text"]
@@ -58,6 +60,7 @@ google = ["google-cloud-aiplatform"]
 bedrock = ["boto3", "botocore"]
 postgres = ["psycopg2"]
 fastembed = ["fastembed"]
+docs = ["sphinx", "sphinxawesome-theme"]
 
 [tool.poetry.group.dev.dependencies]
 ipykernel = "^6.25.0"
@@ -70,8 +73,6 @@ mypy = "^1.7.1"
 types-pyyaml = "^6.0.12.12"
 types-requests = "^2.31.0"
 black = {extras = ["jupyter"], version = ">=23.12.1,<24.5.0"}
-sphinx = "^7.0.0"
-sphinxawesome-theme = "^5.2.0"
 
 [build-system]
 requires = ["poetry-core"]