diff --git a/poetry.lock b/poetry.lock
index 93d005a..24961b0 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.4.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -540,7 +540,7 @@ packaging = ">=19.1"
 pyproject_hooks = "*"
 
 [package.extras]
-docs = ["furo (>=2023.08.17)", "sphinx (>=7.0,<8.0)", "sphinx-argparse-cli (>=1.5)", "sphinx-autodoc-typehints (>=1.10)", "sphinx-issues (>=3.0.0)"]
+docs = ["furo (>=2023.8.17)", "sphinx (>=7.0,<8.0)", "sphinx-argparse-cli (>=1.5)", "sphinx-autodoc-typehints (>=1.10)", "sphinx-issues (>=3.0.0)"]
 test = ["build[uv,virtualenv]", "filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0) ; python_version < \"3.10\"", "setuptools (>=56.0.0) ; python_version == \"3.10\"", "setuptools (>=56.0.0) ; python_version == \"3.11\"", "setuptools (>=67.8.0) ; python_version >= \"3.12\"", "wheel (>=0.36.0)"]
 typing = ["build[uv]", "importlib-metadata (>=5.1)", "mypy (>=1.9.0,<1.10.0)", "tomli", "typing-extensions (>=3.7.4.3)"]
 uv = ["uv (>=0.1.18)"]
@@ -646,7 +646,7 @@ files = [
     {file = "cffi-1.17.1-cp39-cp39-win_amd64.whl", hash = "sha256:d016c76bdd850f3c626af19b0542c9677ba156e4ee4fccfdd7848803533ef662"},
     {file = "cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824"},
 ]
-markers = {main = "platform_python_implementation == \"PyPy\" or implementation_name == \"pypy\"", dev = "implementation_name == \"pypy\""}
+markers = {main = "implementation_name == \"pypy\" or platform_python_implementation == \"PyPy\"", dev = "implementation_name == \"pypy\""}
 
 [package.dependencies]
 pycparser = "*"
@@ -1420,7 +1420,7 @@ files = [
 [package.dependencies]
 google-auth = ">=2.14.1,<3.0.0"
 googleapis-common-protos = ">=1.56.2,<2.0.0"
-grpcio = {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""}
+grpcio = {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""}
 grpcio-status = {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""}
 proto-plus = [
     {version = ">=1.22.3,<2.0.0"},
@@ -1431,7 +1431,7 @@ requests = ">=2.18.0,<3.0.0"
 
 [package.extras]
 async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.dev0)"]
-grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0) ; python_version >= \"3.11\""]
+grpc = ["grpcio (>=1.33.2,<2.0.dev0)", "grpcio (>=1.49.1,<2.0.dev0) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0) ; python_version >= \"3.11\""]
 grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
@@ -1595,24 +1595,24 @@ files = [
 ]
 
 [package.dependencies]
-google-api-core = {version = ">=2.11.1,<3.0.0dev", extras = ["grpc"]}
-google-auth = ">=2.14.1,<3.0.0dev"
-google-cloud-core = ">=2.4.1,<3.0.0dev"
-google-resumable-media = ">=2.0.0,<3.0dev"
+google-api-core = {version = ">=2.11.1,<3.0.0.dev0", extras = ["grpc"]}
+google-auth = ">=2.14.1,<3.0.0.dev0"
+google-cloud-core = ">=2.4.1,<3.0.0.dev0"
+google-resumable-media = ">=2.0.0,<3.0.dev0"
 packaging = ">=20.0.0"
-python-dateutil = ">=2.7.3,<3.0dev"
-requests = ">=2.21.0,<3.0.0dev"
+python-dateutil = ">=2.7.3,<3.0.dev0"
+requests = ">=2.21.0,<3.0.0.dev0"
 
 [package.extras]
 all = ["google-cloud-bigquery[bigquery-v2,bqstorage,geopandas,ipython,ipywidgets,opentelemetry,pandas,tqdm]"]
-bigquery-v2 = ["proto-plus (>=1.22.3,<2.0.0dev)", "protobuf (>=3.20.2,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<6.0.0dev)"]
-bqstorage = ["google-cloud-bigquery-storage (>=2.6.0,<3.0.0dev)", "grpcio (>=1.47.0,<2.0dev)", "grpcio (>=1.49.1,<2.0dev) ; python_version >= \"3.11\"", "pyarrow (>=3.0.0)"]
-geopandas = ["Shapely (>=1.8.4,<3.0.0dev)", "geopandas (>=0.9.0,<2.0dev)"]
+bigquery-v2 = ["proto-plus (>=1.22.3,<2.0.0.dev0)", "protobuf (>=3.20.2,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<6.0.0.dev0)"]
+bqstorage = ["google-cloud-bigquery-storage (>=2.6.0,<3.0.0.dev0)", "grpcio (>=1.47.0,<2.0.dev0)", "grpcio (>=1.49.1,<2.0.dev0) ; python_version >= \"3.11\"", "pyarrow (>=3.0.0)"]
+geopandas = ["Shapely (>=1.8.4,<3.0.0.dev0)", "geopandas (>=0.9.0,<2.0.dev0)"]
 ipython = ["bigquery-magics (>=0.1.0)"]
 ipywidgets = ["ipykernel (>=6.0.0)", "ipywidgets (>=7.7.0)"]
 opentelemetry = ["opentelemetry-api (>=1.1.0)", "opentelemetry-instrumentation (>=0.20b0)", "opentelemetry-sdk (>=1.1.0)"]
-pandas = ["db-dtypes (>=0.3.0,<2.0.0dev)", "grpcio (>=1.47.0,<2.0dev)", "grpcio (>=1.49.1,<2.0dev) ; python_version >= \"3.11\"", "importlib-metadata (>=1.0.0) ; python_version < \"3.8\"", "pandas (>=1.1.0)", "pandas-gbq (>=0.26.1) ; python_version >= \"3.8\"", "pyarrow (>=3.0.0)"]
-tqdm = ["tqdm (>=4.7.4,<5.0.0dev)"]
+pandas = ["db-dtypes (>=0.3.0,<2.0.0.dev0)", "grpcio (>=1.47.0,<2.0.dev0)", "grpcio (>=1.49.1,<2.0.dev0) ; python_version >= \"3.11\"", "importlib-metadata (>=1.0.0) ; python_version < \"3.8\"", "pandas (>=1.1.0)", "pandas-gbq (>=0.26.1) ; python_version >= \"3.8\"", "pyarrow (>=3.0.0)"]
+tqdm = ["tqdm (>=4.7.4,<5.0.0.dev0)"]
 
 [[package]]
 name = "google-cloud-core"
@@ -1627,11 +1627,11 @@ files = [
 ]
 
 [package.dependencies]
-google-api-core = ">=1.31.6,<2.0.dev0 || >2.3.0,<3.0.0dev"
-google-auth = ">=1.25.0,<3.0dev"
+google-api-core = ">=1.31.6,<2.0.dev0 || >2.3.0,<3.0.0.dev0"
+google-auth = ">=1.25.0,<3.0.dev0"
 
 [package.extras]
-grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
+grpc = ["grpcio (>=1.38.0,<2.0.dev0)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
 
 [[package]]
 name = "google-cloud-iam"
@@ -1720,15 +1720,15 @@ files = [
 ]
 
 [package.dependencies]
-google-api-core = ">=2.15.0,<3.0.0dev"
-google-auth = ">=2.26.1,<3.0dev"
-google-cloud-core = ">=2.3.0,<3.0dev"
-google-crc32c = ">=1.0,<2.0dev"
+google-api-core = ">=2.15.0,<3.0.0.dev0"
+google-auth = ">=2.26.1,<3.0.dev0"
+google-cloud-core = ">=2.3.0,<3.0.dev0"
+google-crc32c = ">=1.0,<2.0.dev0"
 google-resumable-media = ">=2.7.2"
-requests = ">=2.18.0,<3.0.0dev"
+requests = ">=2.18.0,<3.0.0.dev0"
 
 [package.extras]
-protobuf = ["protobuf (<6.0.0dev)"]
+protobuf = ["protobuf (<6.0.0.dev0)"]
 tracing = ["opentelemetry-api (>=1.1.0)"]
 
 [[package]]
@@ -1845,11 +1845,11 @@ files = [
 ]
 
 [package.dependencies]
-google-crc32c = ">=1.0,<2.0dev"
+google-crc32c = ">=1.0,<2.0.dev0"
 
 [package.extras]
-aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)", "google-auth (>=1.22.0,<2.0dev)"]
-requests = ["requests (>=2.18.0,<3.0.0dev)"]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "google-auth (>=1.22.0,<2.0.dev0)"]
+requests = ["requests (>=2.18.0,<3.0.0.dev0)"]
 
 [[package]]
 name = "googleapis-common-protos"
@@ -2584,7 +2584,7 @@ files = [
 
 [package.dependencies]
 attrs = ">=22.2.0"
-jsonschema-specifications = ">=2023.03.6"
+jsonschema-specifications = ">=2023.3.6"
 referencing = ">=0.28.4"
 rpds-py = ">=0.7.1"
 
@@ -2693,7 +2693,7 @@ files = [
 ]
 
 [package.dependencies]
-certifi = ">=14.05.14"
+certifi = ">=14.5.14"
 durationpy = ">=0.7"
 google-auth = ">=1.0.1"
 oauthlib = ">=3.2.2"
@@ -2770,23 +2770,23 @@ numpy = [
 
 [[package]]
 name = "langchain-community"
-version = "0.3.25"
+version = "0.3.27"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_community-0.3.25-py3-none-any.whl", hash = "sha256:0d7f673d463019ab1aca4e50e750048214a7772efd2c8e1d59256739b8318f97"},
-    {file = "langchain_community-0.3.25.tar.gz", hash = "sha256:a536888a48b36184dee20df86d266827a01916397fb398af2088ab7c3dfee684"},
+    {file = "langchain_community-0.3.27-py3-none-any.whl", hash = "sha256:581f97b795f9633da738ea95da9cb78f8879b538090c9b7a68c0aed49c828f0d"},
+    {file = "langchain_community-0.3.27.tar.gz", hash = "sha256:e1037c3b9da0c6d10bf06e838b034eb741e016515c79ef8f3f16e53ead33d882"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
 httpx-sse = ">=0.4.0,<1.0.0"
-langchain = ">=0.3.25,<1.0.0"
-langchain-core = ">=0.3.65,<1.0.0"
-langsmith = ">=0.1.125,<0.4"
+langchain = ">=0.3.26,<1.0.0"
+langchain-core = ">=0.3.66,<1.0.0"
+langsmith = ">=0.1.125"
 numpy = [
     {version = ">=1.26.2", markers = "python_version < \"3.13\""},
     {version = ">=2.1.0", markers = "python_version >= \"3.13\""},
@@ -5213,7 +5213,7 @@ files = [
     {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
 ]
-markers = {main = "platform_python_implementation == \"PyPy\" or implementation_name == \"pypy\"", dev = "implementation_name == \"pypy\""}
+markers = {main = "implementation_name == \"pypy\" or platform_python_implementation == \"PyPy\"", dev = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "pydantic"
@@ -7067,19 +7067,6 @@ rich = ">=10.11.0"
 shellingham = ">=1.3.0"
 typing-extensions = ">=3.7.4.3"
 
-[[package]]
-name = "typing-extensions"
-version = "4.13.2"
-description = "Backported and Experimental Type Hints for Python 3.8+"
-optional = false
-python-versions = ">=3.8"
-groups = ["main", "dev"]
-markers = "python_version < \"3.15\""
-files = [
-    {file = "typing_extensions-4.13.2-py3-none-any.whl", hash = "sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c"},
-    {file = "typing_extensions-4.13.2.tar.gz", hash = "sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef"},
-]
-
 [[package]]
 name = "typing-extensions"
 version = "4.15.0"
@@ -7087,7 +7074,6 @@ description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
-markers = "python_version >= \"3.15\""
 files = [
     {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
     {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
@@ -7906,4 +7892,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "ddb0a0af65334b8b7d55a1cf9f66336eb1f23e47307af868e4649834aefccfba"
+content-hash = "2395ef11b0c0de6ff9a903a299ec877662a2fb749851af32eeb638dcc2c02e98"
diff --git a/pyproject.toml b/pyproject.toml
index bd892f9..487ea62 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,7 +22,7 @@ python = "^3.12"
 pandas = "^2.3.0"
 langchain-core = ">=0.3.76,<0.4"
 langchain-google-vertexai = "^2.1.2"
-langchain-community = "0.3.25"
+langchain-community = "0.3.27"
 langchain-chroma = "0.2.4"
 autocorrect = "^2.6.1"
 numpy = "^2.3.0"