diff --git a/libs/elasticsearch/poetry.lock b/libs/elasticsearch/poetry.lock
index db3945e..763b96c 100644
--- a/libs/elasticsearch/poetry.lock
+++ b/libs/elasticsearch/poetry.lock
@@ -1,124 +1,110 @@
-# 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 = "aiohappyeyeballs"
-version = "2.4.0"
+version = "2.4.4"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
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 name = "aiohttp"
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 description = "Async http client/server framework (asyncio)"
 optional = false
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 [package.dependencies]
 aiohappyeyeballs = ">=2.3.0"
 aiosignal = ">=1.1.2"
-async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
+async-timeout = {version = ">=4.0,<6.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-yarl = ">=1.0,<2.0"
+propcache = ">=0.2.0"
+yarl = ">=1.17.0,<2.0"
 
 [package.extras]
 speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
@@ -150,25 +136,25 @@ files = [
 
 [[package]]
 name = "anyio"
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+version = "4.7.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 [package.dependencies]
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 idna = ">=2.8"
 sniffio = ">=1.1"
-typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
+typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
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-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
-trio = ["trio (>=0.23)"]
+doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
+trio = ["trio (>=0.26.1)"]
 
 [[package]]
 name = "async-timeout"
@@ -213,101 +199,116 @@ files = [
 
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 ]
 
 [[package]]
@@ -355,13 +356,13 @@ typing-inspect = ">=0.4.0,<1"
 
 [[package]]
 name = "elastic-transport"
-version = "8.15.0"
+version = "8.15.1"
 description = "Transport classes and utilities shared among Python Elastic client libraries"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -369,7 +370,7 @@ certifi = "*"
 urllib3 = ">=1.26.2,<3"
 
 [package.extras]
-develop = ["aiohttp", "furo", "httpx", "opentelemetry-api", "opentelemetry-sdk", "orjson", "pytest", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "pytest-mock", "requests", "respx", "sphinx (>2)", "sphinx-autodoc-typehints", "trustme"]
+develop = ["aiohttp", "furo", "httpcore (<1.0.6)", "httpx", "opentelemetry-api", "opentelemetry-sdk", "orjson", "pytest", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "pytest-mock", "requests", "respx", "sphinx (>2)", "sphinx-autodoc-typehints", "trustme"]
 
 [[package]]
 name = "elasticsearch"
@@ -383,7 +384,7 @@ files = [
 ]
 
 [package.dependencies]
-elastic-transport = ">=8.13,<9"
+elastic-transport = ">=8.15.1,<9"
 numpy = {version = ">=1", optional = true, markers = "extra == \"vectorstore-mmr\""}
 simsimd = {version = ">=3", optional = true, markers = "extra == \"vectorstore-mmr\""}
 
@@ -426,163 +427,185 @@ python-dateutil = ">=2.7"
 
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-version = "1.4.1"
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 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.extras]
@@ -602,13 +625,13 @@ files = [
 
 [[package]]
 name = "httpcore"
-version = "1.0.5"
+version = "1.0.7"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "httpcore-1.0.5-py3-none-any.whl", hash = "sha256:421f18bac248b25d310f3cacd198d55b8e6125c107797b609ff9b7a6ba7991b5"},
-    {file = "httpcore-1.0.5.tar.gz", hash = "sha256:34a38e2f9291467ee3b44e89dd52615370e152954ba21721378a87b2960f7a61"},
+    {file = "httpcore-1.0.7-py3-none-any.whl", hash = "sha256:a3fff8f43dc260d5bd363d9f9cf1830fa3a458b332856f34282de498ed420edd"},
+    {file = "httpcore-1.0.7.tar.gz", hash = "sha256:8551cb62a169ec7162ac7be8d4817d561f60e08eaa485234898414bb5a8a0b4c"},
 ]
 
 [package.dependencies]
@@ -619,17 +642,17 @@ h11 = ">=0.13,<0.15"
 asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
-trio = ["trio (>=0.22.0,<0.26.0)"]
+trio = ["trio (>=0.22.0,<1.0)"]
 
 [[package]]
 name = "httpx"
-version = "0.27.2"
+version = "0.28.1"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "httpx-0.27.2-py3-none-any.whl", hash = "sha256:7bb2708e112d8fdd7829cd4243970f0c223274051cb35ee80c03301ee29a3df0"},
-    {file = "httpx-0.27.2.tar.gz", hash = "sha256:f7c2be1d2f3c3c3160d441802406b206c2b76f5947b11115e6df10c6c65e66c2"},
+    {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"},
+    {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
 ]
 
 [package.dependencies]
@@ -637,7 +660,6 @@ anyio = "*"
 certifi = "*"
 httpcore = "==1.*"
 idna = "*"
-sniffio = "*"
 
 [package.extras]
 brotli = ["brotli", "brotlicffi"]
@@ -646,17 +668,31 @@ http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 zstd = ["zstandard (>=0.18.0)"]
 
+[[package]]
+name = "httpx-sse"
+version = "0.4.0"
+description = "Consume Server-Sent Event (SSE) messages with HTTPX."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "httpx-sse-0.4.0.tar.gz", hash = "sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721"},
+    {file = "httpx_sse-0.4.0-py3-none-any.whl", hash = "sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f"},
+]
+
 [[package]]
 name = "idna"
-version = "3.8"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "idna-3.8-py3-none-any.whl", hash = "sha256:050b4e5baadcd44d760cedbd2b8e639f2ff89bbc7a5730fcc662954303377aac"},
-    {file = "idna-3.8.tar.gz", hash = "sha256:d838c2c0ed6fced7693d5e8ab8e734d5f8fda53a039c0164afb0b82e771e3603"},
+    {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
+    {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
 ]
 
+[package.extras]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -695,7 +731,7 @@ files = [
 
 [[package]]
 name = "langchain"
-version = "0.3.0"
+version = "0.3.10"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9,<4.0"
@@ -705,29 +741,29 @@ develop = false
 [package.dependencies]
 aiohttp = "^3.8.3"
 async-timeout = {version = "^4.0.0", markers = "python_version < \"3.11\""}
-langchain-core = "^0.3.0"
+langchain-core = "^0.3.22"
 langchain-text-splitters = "^0.3.0"
 langsmith = "^0.1.17"
 numpy = [
-    {version = ">=1,<2", markers = "python_version < \"3.12\""},
-    {version = ">=1.26.0,<2.0.0", markers = "python_version >= \"3.12\""},
+    {version = ">=1.22.4,<2", markers = "python_version < \"3.12\""},
+    {version = ">=1.26.2,<3", markers = "python_version >= \"3.12\""},
 ]
 pydantic = "^2.7.4"
 PyYAML = ">=5.3"
 requests = "^2"
 SQLAlchemy = ">=1.4,<3"
-tenacity = "^8.1.0,!=8.4.0"
+tenacity = ">=8.1.0,!=8.4.0,<10"
 
 [package.source]
 type = "git"
 url = "https://github.com/langchain-ai/langchain.git"
 reference = "HEAD"
-resolved_reference = "4e6620ecdd67cf4d3edd8733d5890168f58f7ece"
+resolved_reference = "c1d348e95d0f89f8a7322d3458e5a39a73de63bf"
 subdirectory = "libs/langchain"
 
 [[package]]
 name = "langchain-community"
-version = "0.3.0"
+version = "0.3.10"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = ">=3.9,<4.0"
@@ -737,29 +773,30 @@ develop = false
 [package.dependencies]
 aiohttp = "^3.8.3"
 dataclasses-json = ">= 0.5.7, < 0.7"
-langchain = "^0.3.0"
-langchain-core = "^0.3.0"
-langsmith = "^0.1.112"
+httpx-sse = "^0.4.0"
+langchain = "^0.3.10"
+langchain-core = "^0.3.22"
+langsmith = "^0.1.125"
 numpy = [
-    {version = ">=1,<2", markers = "python_version < \"3.12\""},
-    {version = ">=1.26.0,<2.0.0", markers = "python_version >= \"3.12\""},
+    {version = ">=1.22.4,<2", markers = "python_version < \"3.12\""},
+    {version = ">=1.26.2,<3", markers = "python_version >= \"3.12\""},
 ]
 pydantic-settings = "^2.4.0"
 PyYAML = ">=5.3"
 requests = "^2"
 SQLAlchemy = ">=1.4,<3"
-tenacity = "^8.1.0,!=8.4.0"
+tenacity = ">=8.1.0,!=8.4.0,<10"
 
 [package.source]
 type = "git"
 url = "https://github.com/langchain-ai/langchain.git"
 reference = "HEAD"
-resolved_reference = "4e6620ecdd67cf4d3edd8733d5890168f58f7ece"
+resolved_reference = "c1d348e95d0f89f8a7322d3458e5a39a73de63bf"
 subdirectory = "libs/community"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.0"
+version = "0.3.23"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9,<4.0"
@@ -768,26 +805,26 @@ develop = false
 
 [package.dependencies]
 jsonpatch = "^1.33"
-langsmith = "^0.1.117"
+langsmith = "^0.1.125"
 packaging = ">=23.2,<25"
 pydantic = [
     {version = ">=2.5.2,<3.0.0", markers = "python_full_version < \"3.12.4\""},
     {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""},
 ]
 PyYAML = ">=5.3"
-tenacity = "^8.1.0,!=8.4.0"
+tenacity = ">=8.1.0,!=8.4.0,<10.0.0"
 typing-extensions = ">=4.7"
 
 [package.source]
 type = "git"
 url = "https://github.com/langchain-ai/langchain.git"
 reference = "HEAD"
-resolved_reference = "4e6620ecdd67cf4d3edd8733d5890168f58f7ece"
+resolved_reference = "c1d348e95d0f89f8a7322d3458e5a39a73de63bf"
 subdirectory = "libs/core"
 
 [[package]]
 name = "langchain-text-splitters"
-version = "0.3.0"
+version = "0.3.2"
 description = "LangChain text splitting utilities"
 optional = false
 python-versions = ">=3.9,<4.0"
@@ -795,53 +832,57 @@ files = []
 develop = false
 
 [package.dependencies]
-langchain-core = "^0.3.0"
+langchain-core = "^0.3.15"
 
 [package.source]
 type = "git"
 url = "https://github.com/langchain-ai/langchain.git"
 reference = "HEAD"
-resolved_reference = "4e6620ecdd67cf4d3edd8733d5890168f58f7ece"
+resolved_reference = "c1d348e95d0f89f8a7322d3458e5a39a73de63bf"
 subdirectory = "libs/text-splitters"
 
 [[package]]
 name = "langsmith"
-version = "0.1.120"
+version = "0.1.147"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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-    {file = "langsmith-0.1.120.tar.gz", hash = "sha256:25499ca187b41bd89d784b272b97a8d76f60e0e21bdf20336e8a2aa6a9b23ac9"},
+    {file = "langsmith-0.1.147-py3-none-any.whl", hash = "sha256:7166fc23b965ccf839d64945a78e9f1157757add228b086141eb03a60d699a15"},
+    {file = "langsmith-0.1.147.tar.gz", hash = "sha256:2e933220318a4e73034657103b3b1a3a6109cc5db3566a7e8e03be8d6d7def7a"},
 ]
 
 [package.dependencies]
 httpx = ">=0.23.0,<1"
-orjson = ">=3.9.14,<4.0.0"
+orjson = {version = ">=3.9.14,<4.0.0", markers = "platform_python_implementation != \"PyPy\""}
 pydantic = [
     {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""},
     {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""},
 ]
 requests = ">=2,<3"
+requests-toolbelt = ">=1.0.0,<2.0.0"
+
+[package.extras]
+langsmith-pyo3 = ["langsmith-pyo3 (>=0.1.0rc2,<0.2.0)"]
 
 [[package]]
 name = "marshmallow"
-version = "3.22.0"
+version = "3.23.1"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
 packaging = ">=17.0"
 
 [package.extras]
-dev = ["marshmallow[tests]", "pre-commit (>=3.5,<4.0)", "tox"]
-docs = ["alabaster (==1.0.0)", "autodocsumm (==0.2.13)", "sphinx (==8.0.2)", "sphinx-issues (==4.1.0)", "sphinx-version-warning (==1.1.2)"]
-tests = ["pytest", "pytz", "simplejson"]
+dev = ["marshmallow[tests]", "pre-commit (>=3.5,<5.0)", "tox"]
+docs = ["alabaster (==1.0.0)", "autodocsumm (==0.2.14)", "sphinx (==8.1.3)", "sphinx-issues (==5.0.0)", "sphinx-version-warning (==1.1.2)"]
+tests = ["pytest", "simplejson"]
 
 [[package]]
 name = "multidict"
@@ -1053,81 +1094,163 @@ files = [
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 ]
 
+[[package]]
+name = "numpy"
+version = "2.2.0"
+description = "Fundamental package for array computing in Python"
+optional = false
+python-versions = ">=3.10"
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 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = false
 python-versions = ">=3.8"
 files = [
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 testing = ["pytest", "pytest-benchmark"]
 
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 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
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 ]
 
 [package.dependencies]
@@ -1682,7 +1977,7 @@ aioodbc = ["aioodbc", "greenlet (!=0.4.17)"]
 aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing_extensions (!=3.10.0.1)"]
 asyncio = ["greenlet (!=0.4.17)"]
 asyncmy = ["asyncmy (>=0.2.3,!=0.2.4,!=0.2.6)", "greenlet (!=0.4.17)"]
-mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2,!=1.1.5)"]
+mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2,!=1.1.5,!=1.1.10)"]
 mssql = ["pyodbc"]
 mssql-pymssql = ["pymssql"]
 mssql-pyodbc = ["pyodbc"]
@@ -1703,13 +1998,13 @@ sqlcipher = ["sqlcipher3_binary"]
 
 [[package]]
 name = "syrupy"
-version = "4.7.1"
+version = "4.8.0"
 description = "Pytest Snapshot Test Utility"
 optional = false
 python-versions = ">=3.8.1"
 files = [
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 [package.dependencies]
@@ -1717,28 +2012,69 @@ pytest = ">=7.0.0,<9.0.0"
 
 [[package]]
 name = "tenacity"
-version = "8.5.0"
+version = "9.0.0"
 description = "Retry code until it succeeds"
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 python-versions = ">=3.8"
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 ]
 
 [package.extras]
 doc = ["reno", "sphinx"]
 test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
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+version = "6.1.0"
+description = "A wrapper around the stdlib `tokenize` which roundtrips."
+optional = false
+python-versions = ">=3.9"
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 ]
 
 [[package]]
@@ -1767,6 +2103,21 @@ files = [
 mypy-extensions = ">=0.3.0"
 typing-extensions = ">=3.7.4"
 
+[[package]]
+name = "unasync"
+version = "0.6.0"
+description = "The async transformation code."
+optional = false
+python-versions = ">=3.8"
+files = [
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+
+[package.dependencies]
+setuptools = "*"
+tokenize-rt = "*"
+
 [[package]]
 name = "urllib3"
 version = "2.2.3"
@@ -1786,41 +2137,41 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "watchdog"
-version = "5.0.2"
+version = "6.0.0"
 description = "Filesystem events monitoring"
 optional = false
 python-versions = ">=3.9"
 files = [
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 [package.extras]
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+    {file = "yarl-1.18.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:09c7907c8548bcd6ab860e5f513e727c53b4a714f459b084f6580b49fa1b9cee"},
+    {file = "yarl-1.18.3-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b4f6450109834af88cb4cc5ecddfc5380ebb9c228695afc11915a0bf82116789"},
+    {file = "yarl-1.18.3-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a9ca04806f3be0ac6d558fffc2fdf8fcef767e0489d2684a21912cc4ed0cd1b8"},
+    {file = "yarl-1.18.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:77a6e85b90a7641d2e07184df5557132a337f136250caafc9ccaa4a2a998ca2c"},
+    {file = "yarl-1.18.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6333c5a377c8e2f5fae35e7b8f145c617b02c939d04110c76f29ee3676b5f9a5"},
+    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:0b3c92fa08759dbf12b3a59579a4096ba9af8dd344d9a813fc7f5070d86bbab1"},
+    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:4ac515b860c36becb81bb84b667466885096b5fc85596948548b667da3bf9f24"},
+    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:045b8482ce9483ada4f3f23b3774f4e1bf4f23a2d5c912ed5170f68efb053318"},
+    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:a4bb030cf46a434ec0225bddbebd4b89e6471814ca851abb8696170adb163985"},
+    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:54d6921f07555713b9300bee9c50fb46e57e2e639027089b1d795ecd9f7fa910"},
+    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:1d407181cfa6e70077df3377938c08012d18893f9f20e92f7d2f314a437c30b1"},
+    {file = "yarl-1.18.3-cp39-cp39-win32.whl", hash = "sha256:ac36703a585e0929b032fbaab0707b75dc12703766d0b53486eabd5139ebadd5"},
+    {file = "yarl-1.18.3-cp39-cp39-win_amd64.whl", hash = "sha256:ba87babd629f8af77f557b61e49e7c7cac36f22f871156b91e10a6e9d4f829e9"},
+    {file = "yarl-1.18.3-py3-none-any.whl", hash = "sha256:b57f4f58099328dfb26c6a771d09fb20dbbae81d20cfb66141251ea063bd101b"},
+    {file = "yarl-1.18.3.tar.gz", hash = "sha256:ac1801c45cbf77b6c99242eeff4fffb5e4e73a800b5c4ad4fc0be5def634d2e1"},
 ]
 
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
+propcache = ">=0.2.0"
 
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<4.0"
-content-hash = "04092dd0f965c2455cff52c2e63bb1dc0bc694bf6c807fcd123c3872739a7ae4"
+content-hash = "4ea639b38522e43654375ae0f1d24f70df5626624ff08a1189298fdd021c0040"
diff --git a/libs/elasticsearch/pyproject.toml b/libs/elasticsearch/pyproject.toml
index 9838ff3..df5f7da 100644
--- a/libs/elasticsearch/pyproject.toml
+++ b/libs/elasticsearch/pyproject.toml
@@ -57,6 +57,8 @@ optional = true
 
 [tool.poetry.group.test_integration.dependencies]
 
+[tool.poetry.group.codegen.dependencies]
+unasync = "^0.6.0"
 
 [tool.ruff]
 select = [
diff --git a/libs/elasticsearch/scripts/run_unasync.py b/libs/elasticsearch/scripts/run_unasync.py
index d708b76..3de444b 100644
--- a/libs/elasticsearch/scripts/run_unasync.py
+++ b/libs/elasticsearch/scripts/run_unasync.py
@@ -111,7 +111,7 @@ def main(check=False):
     for dir in source_dirs:
         output_dir = f"{dir[0]}_sync_check/" if check else dir[1]
         subprocess.check_call(["ruff", "format", "--target-version=py38", output_dir])
-        subprocess.check_call(["isort", output_dir])
+        subprocess.check_call(["ruff", "check", "--fix", "--select", "I", output_dir])
         for file in glob("*.py", root_dir=dir[0]):
             subprocess.check_call(
                 [
diff --git a/libs/elasticsearch/tests/integration_tests/_sync/_test_utilities.py b/libs/elasticsearch/tests/integration_tests/_sync/_test_utilities.py
index 86f61b4..732d20b 100644
--- a/libs/elasticsearch/tests/integration_tests/_sync/_test_utilities.py
+++ b/libs/elasticsearch/tests/integration_tests/_sync/_test_utilities.py
@@ -2,7 +2,12 @@
 from typing import Any, Dict, List, Optional
 
 from elastic_transport import Transport
-from elasticsearch import BadRequestError, ConflictError, Elasticsearch, NotFoundError
+from elasticsearch import (
+    BadRequestError,
+    ConflictError,
+    Elasticsearch,
+    NotFoundError,
+)
 
 
 def read_env() -> Dict:
diff --git a/libs/elasticsearch/tests/integration_tests/_sync/test_cache.py b/libs/elasticsearch/tests/integration_tests/_sync/test_cache.py
index ebf0591..c393cfd 100644
--- a/libs/elasticsearch/tests/integration_tests/_sync/test_cache.py
+++ b/libs/elasticsearch/tests/integration_tests/_sync/test_cache.py
@@ -6,7 +6,10 @@
 from langchain.globals import set_llm_cache
 from langchain_core.language_models import BaseChatModel
 
-from langchain_elasticsearch import ElasticsearchCache, ElasticsearchEmbeddingsCache
+from langchain_elasticsearch import (
+    ElasticsearchCache,
+    ElasticsearchEmbeddingsCache,
+)
 
 from ._test_utilities import clear_test_indices, create_es_client, read_env
 
diff --git a/libs/elasticsearch/tests/unit_tests/_sync/test_cache.py b/libs/elasticsearch/tests/unit_tests/_sync/test_cache.py
index 079d876..03ca7b5 100644
--- a/libs/elasticsearch/tests/unit_tests/_sync/test_cache.py
+++ b/libs/elasticsearch/tests/unit_tests/_sync/test_cache.py
@@ -11,7 +11,10 @@
 from langchain_core.load import dumps
 from langchain_core.outputs import Generation
 
-from langchain_elasticsearch import ElasticsearchCache, ElasticsearchEmbeddingsCache
+from langchain_elasticsearch import (
+    ElasticsearchCache,
+    ElasticsearchEmbeddingsCache,
+)
 
 
 def serialize_encode_vector(vector: Any) -> str: