diff --git a/libs/genai/poetry.lock b/libs/genai/poetry.lock
index f0eae727..a098f264 100644
--- a/libs/genai/poetry.lock
+++ b/libs/genai/poetry.lock
@@ -1,4 +1,126 @@
-# 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]]
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+description = "Happy Eyeballs for asyncio"
+optional = false
+python-versions = "<4.0,>=3.8"
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+
+[[package]]
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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\""}
+attrs = ">=17.3.0"
+frozenlist = ">=1.1.1"
+multidict = ">=4.5,<7.0"
+yarl = ">=1.0,<2.0"
+
+[package.extras]
+speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
+
+[[package]]
+name = "aiosignal"
+version = "1.3.1"
+description = "aiosignal: a list of registered asynchronous callbacks"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
+frozenlist = ">=1.1.0"
 
 [[package]]
 name = "annotated-types"
@@ -33,6 +155,36 @@ doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphin
 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)"]
 
+[[package]]
+name = "async-timeout"
+version = "4.0.3"
+description = "Timeout context manager for asyncio programs"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[[package]]
+name = "attrs"
+version = "23.2.0"
+description = "Classes Without Boilerplate"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.extras]
+cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
+dev = ["attrs[tests]", "pre-commit"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
+tests = ["attrs[tests-no-zope]", "zope-interface"]
+tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+
 [[package]]
 name = "cachetools"
 version = "5.4.0"
@@ -210,6 +362,92 @@ files = [
 [package.dependencies]
 python-dateutil = ">=2.7"
 
+[[package]]
+name = "frozenlist"
+version = "1.4.1"
+description = "A list-like structure which implements collections.abc.MutableSequence"
+optional = false
+python-versions = ">=3.8"
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+
 [[package]]
 name = "google-ai-generativelanguage"
 version = "0.6.6"
@@ -314,6 +552,47 @@ files = [
 google-auth = "*"
 httplib2 = ">=0.19.0"
 
+[[package]]
+name = "google-cloud-core"
+version = "2.4.1"
+description = "Google Cloud API client core library"
+optional = false
+python-versions = ">=3.7"
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+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 = "2.19.0"
+description = "Google Cloud Datastore API client library"
+optional = false
+python-versions = ">=3.7"
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+
+[package.dependencies]
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+google-cloud-core = ">=1.4.0,<3.0.0dev"
+proto-plus = [
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+    {version = ">=1.22.0,<2.0.0dev", markers = "python_version < \"3.11\""},
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+
+[package.extras]
+libcst = ["libcst (>=0.2.5)"]
+
 [[package]]
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 version = "0.7.2"
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 [package.extras]
 grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
 
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+]
+
+[package.extras]
+docs = ["Sphinx", "furo"]
+test = ["objgraph", "psutil"]
+
 [[package]]
 name = "grpcio"
 version = "1.65.2"
@@ -545,9 +895,41 @@ files = [
     {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
 ]
 
+[[package]]
+name = "langchain"
+version = "0.2.12"
+description = "Building applications with LLMs through composability"
+optional = false
+python-versions = ">=3.8.1,<4.0"
+files = []
+develop = false
+
+[package.dependencies]
+aiohttp = "^3.8.3"
+async-timeout = {version = "^4.0.0", markers = "python_version < \"3.11\""}
+langchain-core = "^0.2.27"
+langchain-text-splitters = "^0.2.0"
+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\""},
+]
+pydantic = ">=1,<3"
+PyYAML = ">=5.3"
+requests = "^2"
+SQLAlchemy = ">=1.4,<3"
+tenacity = "^8.1.0,!=8.4.0"
+
+[package.source]
+type = "git"
+url = "https://github.com/langchain-ai/langchain.git"
+reference = "HEAD"
+resolved_reference = "54e9ea433a1cdfee031819d4c9ad1f97608030ad"
+subdirectory = "libs/langchain"
+
 [[package]]
 name = "langchain-core"
-version = "0.2.25"
+version = "0.2.27"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.8.1,<4.0"
@@ -564,12 +946,13 @@ pydantic = [
 ]
 PyYAML = ">=5.3"
 tenacity = "^8.1.0,!=8.4.0"
+typing-extensions = ">=4.7"
 
 [package.source]
 type = "git"
 url = "https://github.com/langchain-ai/langchain.git"
 reference = "HEAD"
-resolved_reference = "99eb31ec4121e146e007ea584b2d5f4aff2a4337"
+resolved_reference = "54e9ea433a1cdfee031819d4c9ad1f97608030ad"
 subdirectory = "libs/core"
 
 [[package]]
@@ -590,18 +973,32 @@ pytest = ">=7,<9"
 type = "git"
 url = "https://github.com/langchain-ai/langchain.git"
 reference = "HEAD"
-resolved_reference = "99eb31ec4121e146e007ea584b2d5f4aff2a4337"
+resolved_reference = "54e9ea433a1cdfee031819d4c9ad1f97608030ad"
 subdirectory = "libs/standard-tests"
 
+[[package]]
+name = "langchain-text-splitters"
+version = "0.2.2"
+description = "LangChain text splitting utilities"
+optional = false
+python-versions = "<4.0,>=3.8.1"
+files = [
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+    {file = "langchain_text_splitters-0.2.2.tar.gz", hash = "sha256:a1e45de10919fa6fb080ef0525deab56557e9552083600455cb9fa4238076140"},
+]
+
+[package.dependencies]
+langchain-core = ">=0.2.10,<0.3.0"
+
 [[package]]
 name = "langsmith"
-version = "0.1.94"
+version = "0.1.96"
 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-0.1.96-py3-none-any.whl", hash = "sha256:1e8285c3f84cffebc761ff5624647de20686dbbf659f5d1135918261f85bad13"},
+    {file = "langsmith-0.1.96.tar.gz", hash = "sha256:01b7fa7d538b6409ee74bff458cc3dcdc1799fc70d329f79eb26ba54c32991ae"},
 ]
 
 [package.dependencies]
@@ -612,54 +1009,150 @@ pydantic = [
 ]
 requests = ">=2,<3"
 
+[[package]]
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+version = "6.0.5"
+description = "multidict implementation"
+optional = false
+python-versions = ">=3.7"
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 install-types = ["pip"]
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+    {file = "yarl-1.9.4.tar.gz", hash = "sha256:566db86717cf8080b99b58b083b773a908ae40f06681e87e589a976faf8246bf"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+
 [extras]
 images = ["pillow"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<4.0"
-content-hash = "59cc81d711f7101e5b70cb69c9258f5f2f29f71cf6b3929f5c97f68df1ec14b4"
+content-hash = "cf71a80798b4af5234014f4e799eae188c60daf2da88911933778600c8137085"
diff --git a/libs/genai/pyproject.toml b/libs/genai/pyproject.toml
index 076f71df..af3da244 100644
--- a/libs/genai/pyproject.toml
+++ b/libs/genai/pyproject.toml
@@ -29,9 +29,16 @@ pytest-mock = "^3.10.0"
 syrupy = "^4.0.2"
 pytest-watcher = "^0.3.4"
 pytest-asyncio = "^0.21.1"
-numpy = "^1.26.2"
+types-requests = "^2.31.0.20231231"
+types-protobuf = "^4.24.0.4"
+numexpr = "^2.8.6"
+numpy = [
+  { version = "^1", python = "<3.12" },
+  { version = "^1.26.0", python = ">=3.12" },
+]
+google-api-python-client = "^2.117.0"
 langchain-core = { git = "https://github.com/langchain-ai/langchain.git", subdirectory = "libs/core" }
-langchain-standard-tests = { git = "https://github.com/langchain-ai/langchain.git", subdirectory = "libs/standard-tests" }
+langchain-standard-tests = {git = "https://github.com/langchain-ai/langchain.git", subdirectory = "libs/standard-tests"}
 
 [tool.codespell]
 ignore-words-list = "rouge"
@@ -46,6 +53,10 @@ codespell = "^2.2.0"
 optional = true
 
 [tool.poetry.group.test_integration.dependencies]
+numexpr = { version = "^2.8.8", python = ">=3.9,<4.0" }
+google-api-python-client = "^2.114.0"
+google-cloud-datastore = "^2.19.0"
+langchain = { git = "https://github.com/langchain-ai/langchain.git", subdirectory = "libs/langchain" }
 pillow = "^10.1.0"
 
 
@@ -56,22 +67,16 @@ optional = true
 ruff = "^0.1.5"
 
 [tool.poetry.group.typing.dependencies]
-mypy = "^0.991"
-types-requests = "^2.28.11.5"
-types-google-cloud-ndb = "^2.2.0.1"
-types-pillow = "^10.1.0.2"
-types-protobuf = "^4.24.0.20240302"
+mypy = "^1"
+types-google-cloud-ndb = "^2.2.0.20240106"
+types-protobuf = "^4.24.0.4"
+types-requests = "^2.31.0"
 langchain-core = { git = "https://github.com/langchain-ai/langchain.git", subdirectory = "libs/core" }
-numpy = "^1.26.2"
 
 [tool.poetry.group.dev]
 optional = true
 
 [tool.poetry.group.dev.dependencies]
-pillow = "^10.1.0"
-types-requests = "^2.31.0.10"
-types-pillow = "^10.1.0.2"
-types-google-cloud-ndb = "^2.2.0.1"
 langchain-core = { git = "https://github.com/langchain-ai/langchain.git", subdirectory = "libs/core" }
 
 [tool.ruff.lint]
@@ -82,7 +87,16 @@ select = [
 ]
 
 [tool.mypy]
-disallow_untyped_defs = "True"
+check_untyped_defs = true
+error_summary = false
+pretty = true
+show_column_numbers = true
+show_error_codes = true
+show_error_context = true
+warn_redundant_casts = true
+warn_unreachable = true
+warn_unused_configs = true
+warn_unused_ignores = true
 
 [tool.coverage.run]
 omit = ["tests/*"]
@@ -101,7 +115,7 @@ build-backend = "poetry.core.masonry.api"
 #
 # https://github.com/tophat/syrupy
 # --snapshot-warn-unused    Prints a warning on unused snapshots rather than fail the test suite.
-#addopts = "--snapshot-warn-unused --strict-markers --strict-config --durations=5"
+addopts = "--strict-markers --strict-config --durations=5"
 # Registering custom markers.
 # https://docs.pytest.org/en/7.1.x/example/markers.html#registering-markers
 markers = [