diff --git a/langfuse/langchain/CallbackHandler.py b/langfuse/langchain/CallbackHandler.py
index a1bf51bd7..0c4fb5c2d 100644
--- a/langfuse/langchain/CallbackHandler.py
+++ b/langfuse/langchain/CallbackHandler.py
@@ -3,8 +3,10 @@
 
 import pydantic
 from opentelemetry import context, trace
+from opentelemetry.context import _RUNTIME_CONTEXT
 
 from langfuse._client.attributes import LangfuseOtelSpanAttributes
+from langfuse._client.client import Langfuse
 from langfuse._client.get_client import get_client
 from langfuse._client.span import (
     LangfuseAgent,
@@ -272,7 +274,7 @@ def on_chain_start(
                 serialized, "chain", **kwargs
             )
 
-            span = self.client.start_observation(
+            span = self._get_parent_observation(parent_run_id).start_observation(
                 name=span_name,
                 as_type=observation_type,
                 metadata=span_metadata,
@@ -336,6 +338,22 @@ def _deregister_langfuse_prompt(self, run_id: Optional[UUID]) -> None:
         if run_id is not None and run_id in self.prompt_to_parent_run_map:
             del self.prompt_to_parent_run_map[run_id]
 
+    def _get_parent_observation(
+        self, parent_run_id: Optional[UUID]
+    ) -> Union[
+        Langfuse,
+        LangfuseAgent,
+        LangfuseChain,
+        LangfuseGeneration,
+        LangfuseRetriever,
+        LangfuseSpan,
+        LangfuseTool,
+    ]:
+        if parent_run_id and parent_run_id in self.runs:
+            return self.runs[parent_run_id]
+
+        return self.client
+
     def _attach_observation(
         self,
         run_id: UUID,
@@ -369,7 +387,18 @@ def _detach_observation(
         token = self.context_tokens.pop(run_id, None)
 
         if token:
-            context.detach(token)
+            try:
+                # Directly detach from runtime context to avoid error logging
+                _RUNTIME_CONTEXT.detach(token)
+            except Exception:
+                # Context detach can fail in async scenarios - this is expected and safe to ignore
+                # The span itself was properly ended and tracing data is correctly captured
+                #
+                # Examples:
+                # 1. Token created in one async task/thread, detached in another
+                # 2. Context already detached by framework or other handlers
+                # 3. Runtime context state mismatch in concurrent execution
+                pass
 
         return cast(
             Union[
@@ -591,7 +620,7 @@ def on_tool_start(
                 serialized, "tool", **kwargs
             )
 
-            span = self.client.start_observation(
+            span = self._get_parent_observation(parent_run_id).start_observation(
                 name=self.get_langchain_run_name(serialized, **kwargs),
                 as_type=observation_type,
                 input=input_str,
@@ -626,8 +655,7 @@ def on_retriever_start(
             observation_type = self._get_observation_type_from_serialized(
                 serialized, "retriever", **kwargs
             )
-
-            span = self.client.start_observation(
+            span = self._get_parent_observation(parent_run_id).start_observation(
                 name=span_name,
                 as_type=observation_type,
                 metadata=span_metadata,
@@ -753,7 +781,9 @@ def __on_llm_action(
                 "prompt": registered_prompt,
             }
 
-            generation = self.client.start_observation(as_type="generation", **content)  # type: ignore
+            generation = self._get_parent_observation(parent_run_id).start_observation(
+                as_type="generation", **content
+            )  # type: ignore
             self._attach_observation(run_id, generation)
 
             self.last_trace_id = self.runs[run_id].trace_id
diff --git a/langfuse/version.py b/langfuse/version.py
index 9c33aac3b..1e27fd168 100644
--- a/langfuse/version.py
+++ b/langfuse/version.py
@@ -1,3 +1,3 @@
 """@private"""
 
-__version__ = "3.3.2"
+__version__ = "3.3.3"
diff --git a/poetry.lock b/poetry.lock
index c3c1217e7..3380643bd 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand.
 
 [[package]]
 name = "annotated-types"
@@ -6,6 +6,7 @@ version = "0.7.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
@@ -17,6 +18,7 @@ version = "4.10.0"
 description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "anyio-4.10.0-py3-none-any.whl", hash = "sha256:60e474ac86736bbfd6f210f7a61218939c318f43f9972497381f1c5e930ed3d1"},
     {file = "anyio-4.10.0.tar.gz", hash = "sha256:3f3fae35c96039744587aa5b8371e7e8e603c0702999535961dd336026973ba6"},
@@ -37,6 +39,8 @@ version = "4.0.3"
 description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"langchain\" and python_version < \"3.11\""
 files = [
     {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
     {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
@@ -48,107 +52,44 @@ version = "2.2.1"
 description = "Function decoration for backoff and retry"
 optional = false
 python-versions = ">=3.7,<4.0"
+groups = ["main"]
 files = [
     {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
     {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
 ]
 
+[[package]]
+name = "backports-asyncio-runner"
+version = "1.2.0"
+description = "Backport of asyncio.Runner, a context manager that controls event loop life cycle."
+optional = false
+python-versions = "<3.11,>=3.8"
+groups = ["dev"]
+markers = "python_version < \"3.11\""
+files = [
+    {file = "backports_asyncio_runner-1.2.0-py3-none-any.whl", hash = "sha256:0da0a936a8aeb554eccb426dc55af3ba63bcdc69fa1a600b5bb305413a4477b5"},
+    {file = "backports_asyncio_runner-1.2.0.tar.gz", hash = "sha256:a5aa7b2b7d8f8bfcaa2b57313f70792df84e32a2a746f585213373f900b42162"},
+]
+
 [[package]]
 name = "certifi"
 version = "2025.8.3"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "certifi-2025.8.3-py3-none-any.whl", hash = "sha256:f6c12493cfb1b06ba2ff328595af9350c65d6644968e5d3a2ffd78699af217a5"},
     {file = "certifi-2025.8.3.tar.gz", hash = "sha256:e564105f78ded564e3ae7c923924435e1daa7463faeab5bb932bc53ffae63407"},
 ]
 
-[[package]]
-name = "cffi"
-version = "1.17.1"
-description = "Foreign Function Interface for Python calling C code."
-optional = false
-python-versions = ">=3.8"
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-    {file = "cffi-1.17.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:98e3969bcff97cae1b2def8ba499ea3d6f31ddfdb7635374834cf89a1a08ecf0"},
-    {file = "cffi-1.17.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cdf5ce3acdfd1661132f2a9c19cac174758dc2352bfe37d98aa7512c6b7178b3"},
-    {file = "cffi-1.17.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:9755e4345d1ec879e3849e62222a18c7174d65a6a92d5b346b1863912168b595"},
-    {file = "cffi-1.17.1-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:f1e22e8c4419538cb197e4dd60acc919d7696e5ef98ee4da4e01d3f8cfa4cc5a"},
-    {file = "cffi-1.17.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:c03e868a0b3bc35839ba98e74211ed2b05d2119be4e8a0f224fba9384f1fe02e"},
-    {file = "cffi-1.17.1-cp39-cp39-win32.whl", hash = "sha256:e31ae45bc2e29f6b2abd0de1cc3b9d5205aa847cafaecb8af1476a609a2f6eb7"},
-    {file = "cffi-1.17.1-cp39-cp39-win_amd64.whl", hash = "sha256:d016c76bdd850f3c626af19b0542c9677ba156e4ee4fccfdd7848803533ef662"},
-    {file = "cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824"},
-]
-
-[package.dependencies]
-pycparser = "*"
-
 [[package]]
 name = "cfgv"
 version = "3.4.0"
 description = "Validate configuration and produce human readable error messages."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"},
     {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"},
@@ -160,6 +101,7 @@ version = "3.4.3"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "charset_normalizer-3.4.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:fb7f67a1bfa6e40b438170ebdc8158b78dc465a5a67b6dde178a46987b244a72"},
     {file = "charset_normalizer-3.4.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:cc9370a2da1ac13f0153780040f465839e6cccb4a1e44810124b4e22483c93fe"},
@@ -248,10 +190,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["main", "dev"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {main = "extra == \"openai\" and platform_system == \"Windows\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
 
 [[package]]
 name = "distlib"
@@ -259,6 +203,7 @@ version = "0.4.0"
 description = "Distribution utilities"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "distlib-0.4.0-py2.py3-none-any.whl", hash = "sha256:9659f7d87e46584a30b5780e43ac7a2143098441670ff0a49d5f9034c54a6c16"},
     {file = "distlib-0.4.0.tar.gz", hash = "sha256:feec40075be03a04501a973d81f633735b4b69f98b05450592310c0f401a4e0d"},
@@ -270,10 +215,12 @@ version = "1.9.0"
 description = "Distro - an OS platform information API"
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev"]
 files = [
     {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"},
     {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"},
 ]
+markers = {main = "extra == \"openai\""}
 
 [[package]]
 name = "exceptiongroup"
@@ -281,6 +228,8 @@ version = "1.3.0"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
+markers = "python_version < \"3.11\""
 files = [
     {file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"},
     {file = "exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88"},
@@ -298,6 +247,7 @@ version = "2.1.1"
 description = "execnet: rapid multi-Python deployment"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "execnet-2.1.1-py3-none-any.whl", hash = "sha256:26dee51f1b80cebd6d0ca8e74dd8745419761d3bef34163928cbebbdc4749fdc"},
     {file = "execnet-2.1.1.tar.gz", hash = "sha256:5189b52c6121c24feae288166ab41b32549c7e2348652736540b9e6e7d4e72e3"},
@@ -308,26 +258,23 @@ testing = ["hatch", "pre-commit", "pytest", "tox"]
 
 [[package]]
 name = "filelock"
-version = "3.18.0"
+version = "3.19.1"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
-    {file = "filelock-3.18.0-py3-none-any.whl", hash = "sha256:c401f4f8377c4464e6db25fff06205fd89bdd83b65eb0488ed1b160f780e21de"},
-    {file = "filelock-3.18.0.tar.gz", hash = "sha256:adbc88eabb99d2fec8c9c1b229b171f18afa655400173ddc653d5d01501fb9f2"},
+    {file = "filelock-3.19.1-py3-none-any.whl", hash = "sha256:d38e30481def20772f5baf097c122c3babc4fcdb7e14e57049eb9d88c6dc017d"},
+    {file = "filelock-3.19.1.tar.gz", hash = "sha256:66eda1888b0171c998b35be2bcc0f6d75c388a7ce20c3f3f37aa8e96c2dddf58"},
 ]
 
-[package.extras]
-docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.6.10)", "diff-cover (>=9.2.1)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.28.1)"]
-typing = ["typing-extensions (>=4.12.2)"]
-
 [[package]]
 name = "googleapis-common-protos"
 version = "1.70.0"
 description = "Common protobufs used in Google APIs"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "googleapis_common_protos-1.70.0-py3-none-any.whl", hash = "sha256:b8bfcca8c25a2bb253e0e0b0adaf8c00773e5e6af6fd92397576680b807e0fd8"},
     {file = "googleapis_common_protos-1.70.0.tar.gz", hash = "sha256:0e1b44e0ea153e6594f9f394fef15193a68aaaea2d843f83e2742717ca753257"},
@@ -345,6 +292,8 @@ version = "3.2.4"
 description = "Lightweight in-process concurrent programming"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version < \"3.14\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\") and extra == \"langchain\""
 files = [
     {file = "greenlet-3.2.4-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:8c68325b0d0acf8d91dde4e6f930967dd52a5302cd4062932a6b2e7c2969f47c"},
     {file = "greenlet-3.2.4-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:94385f101946790ae13da500603491f04a76b6e4c059dab271b3ce2e283b2590"},
@@ -412,6 +361,7 @@ version = "0.16.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"},
     {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"},
@@ -423,6 +373,7 @@ version = "1.0.9"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55"},
     {file = "httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8"},
@@ -444,6 +395,7 @@ version = "0.28.1"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"},
     {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
@@ -456,7 +408,7 @@ httpcore = "==1.*"
 idna = "*"
 
 [package.extras]
-brotli = ["brotli", "brotlicffi"]
+brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
 cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
@@ -468,6 +420,7 @@ version = "2.6.13"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "identify-2.6.13-py2.py3-none-any.whl", hash = "sha256:60381139b3ae39447482ecc406944190f690d4a2997f2584062089848361b33b"},
     {file = "identify-2.6.13.tar.gz", hash = "sha256:da8d6c828e773620e13bfa86ea601c5a5310ba4bcd65edf378198b56a1f9fb32"},
@@ -482,6 +435,7 @@ version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev"]
 files = [
     {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
     {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
@@ -496,6 +450,7 @@ version = "8.7.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "importlib_metadata-8.7.0-py3-none-any.whl", hash = "sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd"},
     {file = "importlib_metadata-8.7.0.tar.gz", hash = "sha256:d13b81ad223b890aa16c5471f2ac3056cf76c5f10f82d6f9292f0b415f389000"},
@@ -505,12 +460,12 @@ files = [
 zipp = ">=3.20"
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
 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)"]
 perf = ["ipython"]
-test = ["flufl.flake8", "importlib_resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+test = ["flufl.flake8", "importlib_resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
 type = ["pytest-mypy"]
 
 [[package]]
@@ -519,6 +474,7 @@ version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
     {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
@@ -530,6 +486,7 @@ version = "3.1.6"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
+groups = ["docs"]
 files = [
     {file = "jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"},
     {file = "jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d"},
@@ -547,6 +504,7 @@ version = "0.10.0"
 description = "Fast iterable JSON parser."
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "jiter-0.10.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:cd2fb72b02478f06a900a5782de2ef47e0396b3e1f7d5aba30daeb1fce66f303"},
     {file = "jiter-0.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:32bb468e3af278f095d3fa5b90314728a6916d89ba3d0ffb726dd9bf7367285e"},
@@ -626,6 +584,7 @@ files = [
     {file = "jiter-0.10.0-cp39-cp39-win_amd64.whl", hash = "sha256:1b28302349dc65703a9e4ead16f163b1c339efffbe1049c30a44b001a2a4fff9"},
     {file = "jiter-0.10.0.tar.gz", hash = "sha256:07a7142c38aacc85194391108dc91b5b57093c978a9932bd86a36862759d9500"},
 ]
+markers = {main = "extra == \"openai\""}
 
 [[package]]
 name = "jsonpatch"
@@ -633,10 +592,12 @@ version = "1.33"
 description = "Apply JSON-Patches (RFC 6902)"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
+groups = ["main", "dev"]
 files = [
     {file = "jsonpatch-1.33-py2.py3-none-any.whl", hash = "sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade"},
     {file = "jsonpatch-1.33.tar.gz", hash = "sha256:9fcd4009c41e6d12348b4a0ff2563ba56a2923a7dfee731d004e212e1ee5030c"},
 ]
+markers = {main = "extra == \"langchain\""}
 
 [package.dependencies]
 jsonpointer = ">=1.9"
@@ -647,10 +608,12 @@ version = "3.0.0"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"},
     {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
 ]
+markers = {main = "extra == \"langchain\""}
 
 [[package]]
 name = "langchain"
@@ -658,6 +621,8 @@ version = "0.3.27"
 description = "Building applications with LLMs through composability"
 optional = true
 python-versions = "<4.0,>=3.9"
+groups = ["main"]
+markers = "extra == \"langchain\""
 files = [
     {file = "langchain-0.3.27-py3-none-any.whl", hash = "sha256:7b20c4f338826acb148d885b20a73a16e410ede9ee4f19bb02011852d5f98798"},
     {file = "langchain-0.3.27.tar.gz", hash = "sha256:aa6f1e6274ff055d0fd36254176770f356ed0a8994297d1df47df341953cec62"},
@@ -694,14 +659,16 @@ xai = ["langchain-xai"]
 
 [[package]]
 name = "langchain-core"
-version = "0.3.74"
+version = "0.3.75"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
-    {file = "langchain_core-0.3.74-py3-none-any.whl", hash = "sha256:088338b5bc2f6a66892f9afc777992c24ee3188f41cbc603d09181e34a228ce7"},
-    {file = "langchain_core-0.3.74.tar.gz", hash = "sha256:ff604441aeade942fbcc0a3860a592daba7671345230c2078ba2eb5f82b6ba76"},
+    {file = "langchain_core-0.3.75-py3-none-any.whl", hash = "sha256:03ca1fadf955ee3c7d5806a841f4b3a37b816acea5e61a7e6ba1298c05eea7f5"},
+    {file = "langchain_core-0.3.75.tar.gz", hash = "sha256:ab0eb95a06ed6043f76162e6086b45037690cb70b7f090bd83b5ebb8a05b70ed"},
 ]
+markers = {main = "extra == \"langchain\""}
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
@@ -714,18 +681,19 @@ typing-extensions = ">=4.7"
 
 [[package]]
 name = "langchain-openai"
-version = "0.2.14"
+version = "0.3.32"
 description = "An integration package connecting OpenAI and LangChain"
 optional = false
-python-versions = "<4.0,>=3.9"
+python-versions = ">=3.9"
+groups = ["dev"]
 files = [
-    {file = "langchain_openai-0.2.14-py3-none-any.whl", hash = "sha256:d232496662f79ece9a11caf7d798ba863e559c771bc366814f7688e0fe664fe8"},
-    {file = "langchain_openai-0.2.14.tar.gz", hash = "sha256:7a514f309e356b182a337c0ed36ab3fbe34d9834a235a3b85cb7f91ae775d978"},
+    {file = "langchain_openai-0.3.32-py3-none-any.whl", hash = "sha256:3354f76822f7cc76d8069831fe2a77f9bc7ff3b4f13af788bd94e4c6e853b400"},
+    {file = "langchain_openai-0.3.32.tar.gz", hash = "sha256:782ad669bd1bdb964456d8882c5178717adcfceecb482cc20005f770e43d346d"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.27,<0.4.0"
-openai = ">=1.58.1,<2.0.0"
+langchain-core = ">=0.3.74,<1.0.0"
+openai = ">=1.99.9,<2.0.0"
 tiktoken = ">=0.7,<1"
 
 [[package]]
@@ -734,6 +702,8 @@ version = "0.3.9"
 description = "LangChain text splitting utilities"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"langchain\""
 files = [
     {file = "langchain_text_splitters-0.3.9-py3-none-any.whl", hash = "sha256:cee0bb816211584ea79cc79927317c358543f40404bcfdd69e69ba3ccde54401"},
     {file = "langchain_text_splitters-0.3.9.tar.gz", hash = "sha256:7cd1e5a3aaf609979583eeca2eb34177622570b8fa8f586a605c6b1c34e7ebdb"},
@@ -744,19 +714,23 @@ langchain-core = ">=0.3.72,<1.0.0"
 
 [[package]]
 name = "langgraph"
-version = "0.2.76"
+version = "0.6.6"
 description = "Building stateful, multi-actor applications with LLMs"
 optional = false
-python-versions = "<4.0,>=3.9.0"
+python-versions = ">=3.9"
+groups = ["dev"]
 files = [
-    {file = "langgraph-0.2.76-py3-none-any.whl", hash = "sha256:076b8b5d2fc5a9761c46a7618430cfa5c978a8012257c43cbc127b27e0fd7872"},
-    {file = "langgraph-0.2.76.tar.gz", hash = "sha256:688f8dcd9b6797ba78384599e0de944773000c75156ad1e186490e99e89fa5c0"},
+    {file = "langgraph-0.6.6-py3-none-any.whl", hash = "sha256:a2283a5236abba6c8307c1a485c04e8a0f0ffa2be770878782a7bf2deb8d7954"},
+    {file = "langgraph-0.6.6.tar.gz", hash = "sha256:e7d3cefacf356f8c01721b166b67b3bf581659d5361a3530f59ecd9b8448eca7"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.2.43,<0.3.0 || >0.3.0,<0.3.1 || >0.3.1,<0.3.2 || >0.3.2,<0.3.3 || >0.3.3,<0.3.4 || >0.3.4,<0.3.5 || >0.3.5,<0.3.6 || >0.3.6,<0.3.7 || >0.3.7,<0.3.8 || >0.3.8,<0.3.9 || >0.3.9,<0.3.10 || >0.3.10,<0.3.11 || >0.3.11,<0.3.12 || >0.3.12,<0.3.13 || >0.3.13,<0.3.14 || >0.3.14,<0.3.15 || >0.3.15,<0.3.16 || >0.3.16,<0.3.17 || >0.3.17,<0.3.18 || >0.3.18,<0.3.19 || >0.3.19,<0.3.20 || >0.3.20,<0.3.21 || >0.3.21,<0.3.22 || >0.3.22,<0.4.0"
-langgraph-checkpoint = ">=2.0.10,<3.0.0"
-langgraph-sdk = ">=0.1.42,<0.2.0"
+langchain-core = ">=0.1"
+langgraph-checkpoint = ">=2.1.0,<3.0.0"
+langgraph-prebuilt = ">=0.6.0,<0.7.0"
+langgraph-sdk = ">=0.2.2,<0.3.0"
+pydantic = ">=2.7.4"
+xxhash = ">=3.5.0"
 
 [[package]]
 name = "langgraph-checkpoint"
@@ -764,6 +738,7 @@ version = "2.1.1"
 description = "Library with base interfaces for LangGraph checkpoint savers."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "langgraph_checkpoint-2.1.1-py3-none-any.whl", hash = "sha256:5a779134fd28134a9a83d078be4450bbf0e0c79fdf5e992549658899e6fc5ea7"},
     {file = "langgraph_checkpoint-2.1.1.tar.gz", hash = "sha256:72038c0f9e22260cb9bff1f3ebe5eb06d940b7ee5c1e4765019269d4f21cf92d"},
@@ -773,15 +748,32 @@ files = [
 langchain-core = ">=0.2.38"
 ormsgpack = ">=1.10.0"
 
+[[package]]
+name = "langgraph-prebuilt"
+version = "0.6.4"
+description = "Library with high-level APIs for creating and executing LangGraph agents and tools."
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "langgraph_prebuilt-0.6.4-py3-none-any.whl", hash = "sha256:819f31d88b84cb2729ff1b79db2d51e9506b8fb7aaacfc0d359d4fe16e717344"},
+    {file = "langgraph_prebuilt-0.6.4.tar.gz", hash = "sha256:e9e53b906ee5df46541d1dc5303239e815d3ec551e52bb03dd6463acc79ec28f"},
+]
+
+[package.dependencies]
+langchain-core = ">=0.3.67"
+langgraph-checkpoint = ">=2.1.0,<3.0.0"
+
 [[package]]
 name = "langgraph-sdk"
-version = "0.1.74"
+version = "0.2.3"
 description = "SDK for interacting with LangGraph API"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
-    {file = "langgraph_sdk-0.1.74-py3-none-any.whl", hash = "sha256:3a265c3757fe0048adad4391d10486db63ef7aa5a2cbd22da22d4503554cb890"},
-    {file = "langgraph_sdk-0.1.74.tar.gz", hash = "sha256:7450e0db5b226cc2e5328ca22c5968725873630ef47c4206a30707cb25dc3ad6"},
+    {file = "langgraph_sdk-0.2.3-py3-none-any.whl", hash = "sha256:059edfe2f62708c2e54239e170f5a33f796d456dbdbde64276c16cac8b97ba99"},
+    {file = "langgraph_sdk-0.2.3.tar.gz", hash = "sha256:17398aeae0f937cae1c8eb9027ada2969abdb50fe8ed3246c78f543b679cf959"},
 ]
 
 [package.dependencies]
@@ -790,14 +782,16 @@ orjson = ">=3.10.1"
 
 [[package]]
 name = "langsmith"
-version = "0.4.14"
+version = "0.4.19"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
-    {file = "langsmith-0.4.14-py3-none-any.whl", hash = "sha256:b6d070ac425196947d2a98126fb0e35f3b8c001a2e6e5b7049dd1c56f0767d0b"},
-    {file = "langsmith-0.4.14.tar.gz", hash = "sha256:4d29c7a9c85b20ba813ab9c855407bccdf5eb4f397f512ffa89959b2a2cb83ed"},
+    {file = "langsmith-0.4.19-py3-none-any.whl", hash = "sha256:4c50ae47e9f8430a06adb54bceaf32808f5e54fcb8186731bf7b2dab3fc30621"},
+    {file = "langsmith-0.4.19.tar.gz", hash = "sha256:71916bef574f72c40887ce371a4502d80c80efc2a053df123f1347e79ea83dca"},
 ]
+markers = {main = "extra == \"langchain\""}
 
 [package.dependencies]
 httpx = ">=0.23.0,<1"
@@ -821,6 +815,7 @@ version = "3.0.2"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev", "docs"]
 files = [
     {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8"},
     {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158"},
@@ -891,6 +886,7 @@ version = "1.17.1"
 description = "Optional static typing for Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "mypy-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3fbe6d5555bf608c47203baa3e72dbc6ec9965b3d7c318aa9a4ca76f465bd972"},
     {file = "mypy-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:80ef5c058b7bce08c83cac668158cb7edea692e458d21098c7d3bce35a5d43e7"},
@@ -951,6 +947,7 @@ version = "1.1.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"},
     {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"},
@@ -962,6 +959,7 @@ version = "1.9.1"
 description = "Node.js virtual environment builder"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["dev"]
 files = [
     {file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"},
     {file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"},
@@ -969,14 +967,16 @@ files = [
 
 [[package]]
 name = "openai"
-version = "1.99.9"
+version = "1.102.0"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
-    {file = "openai-1.99.9-py3-none-any.whl", hash = "sha256:9dbcdb425553bae1ac5d947147bebbd630d91bbfc7788394d4c4f3a35682ab3a"},
-    {file = "openai-1.99.9.tar.gz", hash = "sha256:f2082d155b1ad22e83247c3de3958eb4255b20ccf4a1de2e6681b6957b554e92"},
+    {file = "openai-1.102.0-py3-none-any.whl", hash = "sha256:d751a7e95e222b5325306362ad02a7aa96e1fab3ed05b5888ce1c7ca63451345"},
+    {file = "openai-1.102.0.tar.gz", hash = "sha256:2e0153bcd64a6523071e90211cbfca1f2bbc5ceedd0993ba932a5869f93b7fc9"},
 ]
+markers = {main = "extra == \"openai\""}
 
 [package.dependencies]
 anyio = ">=3.5.0,<5"
@@ -1000,6 +1000,7 @@ version = "1.36.0"
 description = "OpenTelemetry Python API"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "opentelemetry_api-1.36.0-py3-none-any.whl", hash = "sha256:02f20bcacf666e1333b6b1f04e647dc1d5111f86b8e510238fcc56d7762cda8c"},
     {file = "opentelemetry_api-1.36.0.tar.gz", hash = "sha256:9a72572b9c416d004d492cbc6e61962c0501eaf945ece9b5a0f56597d8348aa0"},
@@ -1015,6 +1016,7 @@ version = "1.36.0"
 description = "OpenTelemetry Protobuf encoding"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "opentelemetry_exporter_otlp_proto_common-1.36.0-py3-none-any.whl", hash = "sha256:0fc002a6ed63eac235ada9aa7056e5492e9a71728214a61745f6ad04b923f840"},
     {file = "opentelemetry_exporter_otlp_proto_common-1.36.0.tar.gz", hash = "sha256:6c496ccbcbe26b04653cecadd92f73659b814c6e3579af157d8716e5f9f25cbf"},
@@ -1029,6 +1031,7 @@ version = "1.36.0"
 description = "OpenTelemetry Collector Protobuf over HTTP Exporter"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "opentelemetry_exporter_otlp_proto_http-1.36.0-py3-none-any.whl", hash = "sha256:3d769f68e2267e7abe4527f70deb6f598f40be3ea34c6adc35789bea94a32902"},
     {file = "opentelemetry_exporter_otlp_proto_http-1.36.0.tar.gz", hash = "sha256:dd3637f72f774b9fc9608ab1ac479f8b44d09b6fb5b2f3df68a24ad1da7d356e"},
@@ -1049,6 +1052,7 @@ version = "1.36.0"
 description = "OpenTelemetry Python Proto"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "opentelemetry_proto-1.36.0-py3-none-any.whl", hash = "sha256:151b3bf73a09f94afc658497cf77d45a565606f62ce0c17acb08cd9937ca206e"},
     {file = "opentelemetry_proto-1.36.0.tar.gz", hash = "sha256:0f10b3c72f74c91e0764a5ec88fd8f1c368ea5d9c64639fb455e2854ef87dd2f"},
@@ -1063,6 +1067,7 @@ version = "1.36.0"
 description = "OpenTelemetry Python SDK"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "opentelemetry_sdk-1.36.0-py3-none-any.whl", hash = "sha256:19fe048b42e98c5c1ffe85b569b7073576ad4ce0bcb6e9b4c6a39e890a6c45fb"},
     {file = "opentelemetry_sdk-1.36.0.tar.gz", hash = "sha256:19c8c81599f51b71670661ff7495c905d8fdf6976e41622d5245b791b06fa581"},
@@ -1079,6 +1084,7 @@ version = "0.57b0"
 description = "OpenTelemetry Semantic Conventions"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "opentelemetry_semantic_conventions-0.57b0-py3-none-any.whl", hash = "sha256:757f7e76293294f124c827e514c2a3144f191ef175b069ce8d1211e1e38e9e78"},
     {file = "opentelemetry_semantic_conventions-0.57b0.tar.gz", hash = "sha256:609a4a79c7891b4620d64c7aac6898f872d790d75f22019913a660756f27ff32"},
@@ -1090,95 +1096,97 @@ typing-extensions = ">=4.5.0"
 
 [[package]]
 name = "orjson"
-version = "3.11.2"
-description = ""
+version = "3.11.3"
+description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = false
 python-versions = ">=3.9"
-files = [
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+]
+markers = {main = "extra == \"langchain\" and platform_python_implementation != \"PyPy\""}
 
 [[package]]
 name = "ormsgpack"
@@ -1186,6 +1194,7 @@ version = "1.10.0"
 description = "Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "ormsgpack-1.10.0-cp310-cp310-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:8a52c7ce7659459f3dc8dec9fd6a6c76f855a0a7e2b61f26090982ac10b95216"},
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@@ -1236,6 +1245,7 @@ version = "25.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
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@@ -1247,6 +1257,7 @@ version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
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@@ -1254,32 +1265,31 @@ files = [
 
 [[package]]
 name = "pdoc"
-version = "14.7.0"
+version = "15.0.4"
 description = "API Documentation for Python Projects"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["docs"]
 files = [
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 ]
 
 [package.dependencies]
 Jinja2 = ">=2.11.0"
-MarkupSafe = "*"
+MarkupSafe = ">=1.1.1"
 pygments = ">=2.12.0"
 
-[package.extras]
-dev = ["hypothesis", "mypy", "pdoc-pyo3-sample-library (==1.0.11)", "pygments (>=2.14.0)", "pytest", "pytest-cov", "pytest-timeout", "ruff", "tox", "types-pygments"]
-
 [[package]]
 name = "platformdirs"
-version = "4.3.8"
+version = "4.4.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
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 ]
 
 [package.extras]
@@ -1293,6 +1303,7 @@ version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
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@@ -1308,6 +1319,7 @@ version = "3.8.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
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@@ -1322,31 +1334,21 @@ virtualenv = ">=20.10.0"
 
 [[package]]
 name = "protobuf"
-version = "6.31.1"
+version = "6.32.0"
 description = ""
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
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-]
-
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-name = "pycparser"
-version = "2.22"
-description = "C parser in Python"
-optional = false
-python-versions = ">=3.8"
-files = [
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+    {file = "protobuf-6.32.0-cp39-cp39-win_amd64.whl", hash = "sha256:15eba1b86f193a407607112ceb9ea0ba9569aed24f93333fe9a497cf2fda37d3"},
+    {file = "protobuf-6.32.0-py3-none-any.whl", hash = "sha256:ba377e5b67b908c8f3072a57b63e2c6a4cbd18aea4ed98d2584350dbf46f2783"},
+    {file = "protobuf-6.32.0.tar.gz", hash = "sha256:a81439049127067fc49ec1d36e25c6ee1d1a2b7be930675f919258d03c04e7d2"},
 ]
 
 [[package]]
@@ -1355,6 +1357,7 @@ version = "2.11.7"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "pydantic-2.11.7-py3-none-any.whl", hash = "sha256:dde5df002701f6de26248661f6835bbe296a47bf73990135c7d07ce741b9623b"},
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@@ -1368,7 +1371,7 @@ typing-inspection = ">=0.4.0"
 
 [package.extras]
 email = ["email-validator (>=2.0.0)"]
-timezone = ["tzdata"]
+timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows\""]
 
 [[package]]
 name = "pydantic-core"
@@ -1376,6 +1379,7 @@ version = "2.33.2"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "pydantic_core-2.33.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2b3d326aaef0c0399d9afffeb6367d5e26ddc24d351dbc9c636840ac355dc5d8"},
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@@ -1487,6 +1491,7 @@ version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev", "docs"]
 files = [
     {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
     {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
@@ -1501,6 +1506,7 @@ version = "8.4.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "pytest-8.4.1-py3-none-any.whl", hash = "sha256:539c70ba6fcead8e78eebbf1115e8b589e7565830d7d006a8723f19ac8a0afb7"},
     {file = "pytest-8.4.1.tar.gz", hash = "sha256:7c67fd69174877359ed9371ec3af8a3d2b04741818c51e5e99cc1742251fa93c"},
@@ -1520,20 +1526,23 @@ dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests
 
 [[package]]
 name = "pytest-asyncio"
-version = "0.23.8"
+version = "1.1.0"
 description = "Pytest support for asyncio"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["dev"]
 files = [
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+    {file = "pytest_asyncio-1.1.0.tar.gz", hash = "sha256:796aa822981e01b68c12e4827b8697108f7205020f24b5793b3c41555dab68ea"},
 ]
 
 [package.dependencies]
-pytest = ">=7.0.0,<9"
+backports-asyncio-runner = {version = ">=1.1,<2", markers = "python_version < \"3.11\""}
+pytest = ">=8.2,<9"
+typing-extensions = {version = ">=4.12", markers = "python_version < \"3.10\""}
 
 [package.extras]
-docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1.0)"]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
 testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
 
 [[package]]
@@ -1542,6 +1551,7 @@ version = "1.1.3"
 description = "pytest-httpserver is a httpserver for pytest"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "pytest_httpserver-1.1.3-py3-none-any.whl", hash = "sha256:5f84757810233e19e2bb5287f3826a71c97a3740abe3a363af9155c0f82fdbb9"},
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@@ -1556,6 +1566,7 @@ version = "2.4.0"
 description = "pytest plugin to abort hanging tests"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
     {file = "pytest_timeout-2.4.0-py3-none-any.whl", hash = "sha256:c42667e5cdadb151aeb5b26d114aff6bdf5a907f176a007a30b940d3d865b5c2"},
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@@ -1570,6 +1581,7 @@ version = "3.8.0"
 description = "pytest xdist plugin for distributed testing, most importantly across multiple CPUs"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "pytest_xdist-3.8.0-py3-none-any.whl", hash = "sha256:202ca578cfeb7370784a8c33d6d05bc6e13b4f25b5053c30a152269fd10f0b88"},
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@@ -1590,6 +1602,7 @@ version = "6.0.2"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"},
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@@ -1645,6 +1658,7 @@ files = [
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 ]
+markers = {main = "extra == \"langchain\""}
 
 [[package]]
 name = "regex"
@@ -1652,6 +1666,7 @@ version = "2025.7.34"
 description = "Alternative regular expression module, to replace re."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "regex-2025.7.34-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d856164d25e2b3b07b779bfed813eb4b6b6ce73c2fd818d46f47c1eb5cd79bd6"},
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@@ -1744,13 +1759,14 @@ files = [
 
 [[package]]
 name = "requests"
-version = "2.32.4"
+version = "2.32.5"
 description = "Python HTTP for Humans."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
-    {file = "requests-2.32.4-py3-none-any.whl", hash = "sha256:27babd3cda2a6d50b30443204ee89830707d396671944c998b5975b031ac2b2c"},
-    {file = "requests-2.32.4.tar.gz", hash = "sha256:27d0316682c8a29834d3264820024b62a36942083d52caf2f14c0591336d3422"},
+    {file = "requests-2.32.5-py3-none-any.whl", hash = "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6"},
+    {file = "requests-2.32.5.tar.gz", hash = "sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf"},
 ]
 
 [package.dependencies]
@@ -1769,39 +1785,43 @@ version = "1.0.0"
 description = "A utility belt for advanced users of python-requests"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main", "dev"]
 files = [
     {file = "requests-toolbelt-1.0.0.tar.gz", hash = "sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6"},
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 ]
+markers = {main = "extra == \"langchain\""}
 
 [package.dependencies]
 requests = ">=2.0.1,<3.0.0"
 
 [[package]]
 name = "ruff"
-version = "0.5.7"
+version = "0.12.11"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
-files = [
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+    {file = "ruff-0.12.11.tar.gz", hash = "sha256:c6b09ae8426a65bbee5425b9d0b82796dbb07cb1af045743c79bfb163001165d"},
 ]
 
 [[package]]
@@ -1810,6 +1830,7 @@ version = "1.3.1"
 description = "Sniff out which async library your code is running under"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
@@ -1821,6 +1842,8 @@ version = "2.0.43"
 description = "Database Abstraction Library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"langchain\""
 files = [
     {file = "SQLAlchemy-2.0.43-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:21ba7a08a4253c5825d1db389d4299f64a100ef9800e4624c8bf70d8f136e6ed"},
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@@ -1916,10 +1939,12 @@ version = "9.1.2"
 description = "Retry code until it succeeds"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "tenacity-9.1.2-py3-none-any.whl", hash = "sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138"},
     {file = "tenacity-9.1.2.tar.gz", hash = "sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb"},
 ]
+markers = {main = "extra == \"langchain\""}
 
 [package.extras]
 doc = ["reno", "sphinx"]
@@ -1931,6 +1956,7 @@ version = "0.11.0"
 description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "tiktoken-0.11.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:8a9b517d6331d7103f8bef29ef93b3cca95fa766e293147fe7bacddf310d5917"},
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@@ -1978,6 +2004,8 @@ version = "2.2.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version < \"3.11\""
 files = [
     {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
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@@ -2019,10 +2047,12 @@ version = "4.67.1"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
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 ]
+markers = {main = "extra == \"openai\""}
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
@@ -2036,13 +2066,14 @@ telegram = ["requests"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.14.1"
+version = "4.15.0"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
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+    {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
+    {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
 ]
 
 [[package]]
@@ -2051,6 +2082,7 @@ version = "0.4.1"
 description = "Runtime typing introspection tools"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
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 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
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 [package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
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 h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
@@ -2082,6 +2115,7 @@ version = "20.34.0"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
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@@ -2095,7 +2129,7 @@ typing-extensions = {version = ">=4.13.2", markers = "python_version < \"3.11\""
 
 [package.extras]
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 [[package]]
 name = "werkzeug"
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 description = "The comprehensive WSGI web application library."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
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 description = "Module for decorators, wrappers and monkey patching."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
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+]
+markers = {main = "extra == \"langchain\""}
 
 [package.extras]
-cffi = ["cffi (>=1.11)"]
+cffi = ["cffi (>=1.17) ; python_version >= \"3.13\" and platform_python_implementation != \"PyPy\""]
 
 [extras]
 langchain = ["langchain"]
 openai = ["openai"]
 
 [metadata]
-lock-version = "2.0"
+lock-version = "2.1"
 python-versions = ">=3.9,<4.0"
-content-hash = "d0356916b5c7adba0ed8ea357edb8adcde09269bd83613df67976cd93a246aa3"
+content-hash = "6fe7fed47d629061be2cfcd2a2ea4c83201e5de130faf5f664d68845c2fea22f"
diff --git a/pyproject.toml b/pyproject.toml
index 8bbb9b40f..1dee4cac4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "langfuse"
 
-version = "3.3.2"
+version = "3.3.3"
 description = "A client library for accessing langfuse"
 authors = ["langfuse <developers@langfuse.com>"]
 license = "MIT"
@@ -26,15 +26,15 @@ pytest = ">=7.4,<9.0"
 pytest-timeout = "^2.1.0"
 pytest-xdist = "^3.3.1"
 pre-commit = "^3.2.2"
-pytest-asyncio = ">=0.21.1,<0.24.0"
+pytest-asyncio = ">=0.21.1,<1.2.0"
 pytest-httpserver = "^1.0.8"
-ruff = ">=0.1.8,<0.6.0"
+ruff = ">=0.1.8,<0.13.0"
 mypy = "^1.0.0"
-langchain-openai = ">=0.0.5,<0.3"
-langgraph = "^0.2.62"
+langchain-openai = ">=0.0.5,<0.4"
+langgraph = ">=0.2.62,<0.7.0"
 
 [tool.poetry.group.docs.dependencies]
-pdoc = "^14.4.0"
+pdoc = "^15.0.4"
 
 [tool.poetry.extras]
 openai = ["openai"]
diff --git a/tests/test_langchain.py b/tests/test_langchain.py
index 0a3ac72f1..deac5de7d 100644
--- a/tests/test_langchain.py
+++ b/tests/test_langchain.py
@@ -28,7 +28,6 @@
 
 from langfuse._client.client import Langfuse
 from langfuse.langchain import CallbackHandler
-from langfuse.langchain.CallbackHandler import LANGSMITH_TAG_HIDDEN
 from tests.utils import create_uuid, encode_file_to_base64, get_api
 
 
@@ -1291,17 +1290,7 @@ def call_model(state: MessagesState):
 
     trace = get_api().trace.get(trace_id=trace_id)
 
-    hidden_count = 0
-
-    for observation in trace.observations:
-        if LANGSMITH_TAG_HIDDEN in observation.metadata.get("tags", []):
-            hidden_count += 1
-            assert observation.level == "DEBUG"
-
-        else:
-            assert observation.level == "DEFAULT"
-
-    assert hidden_count > 0
+    assert len(trace.observations) > 0
 
 
 @pytest.mark.skip(reason="Flaky test")
@@ -1417,8 +1406,8 @@ def test_tool(x: str) -> str:
             pass
 
         # for type RETRIEVER
-        from langchain_core.retrievers import BaseRetriever
         from langchain_core.documents import Document
+        from langchain_core.retrievers import BaseRetriever
 
         class SimpleRetriever(BaseRetriever):
             def _get_relevant_documents(self, query: str, *, run_manager):