diff --git a/permchain/channels/base.py b/permchain/channels/base.py
index eac51deac..710b410e1 100644
--- a/permchain/channels/base.py
+++ b/permchain/channels/base.py
@@ -54,7 +54,7 @@ class BaseChannel(Generic[Value, Update, Checkpoint], ABC):
 
     @asynccontextmanager
     async def aempty(
-        self, checkpoint: Optional[str] = None
+        self, checkpoint: Optional[Checkpoint] = None
     ) -> AsyncGenerator[Self, None]:
         """Return a new identical channel, optionally initialized from a checkpoint."""
         with self.empty(checkpoint) as value:
diff --git a/permchain/channels/topic.py b/permchain/channels/topic.py
index 03907725d..f813a037c 100644
--- a/permchain/channels/topic.py
+++ b/permchain/channels/topic.py
@@ -43,7 +43,7 @@ class Topic(
         return Sequence[self.typ]  # type: ignore[name-defined]
 
     @property
-    def UpdateType(self) -> Type[Value]:
+    def UpdateType(self) -> Any:
         """The type of the update received by the channel."""
         return Union[self.typ, list[self.typ]]  # type: ignore[name-defined]
 
diff --git a/permchain/checkpoint/base.py b/permchain/checkpoint/base.py
index 3b8252d4b..7c4b96384 100644
--- a/permchain/checkpoint/base.py
+++ b/permchain/checkpoint/base.py
@@ -1,6 +1,6 @@
 import asyncio
 from abc import ABC, abstractmethod
-from typing import Any, Mapping, Sequence
+from typing import Any, Mapping
 
 from langchain.load.serializable import Serializable
 from langchain.schema.runnable import RunnableConfig
@@ -18,7 +18,7 @@ class BaseCheckpointAdapter(Serializable, ABC):
     at: CheckpointAt = CheckpointAt.END_OF_RUN
 
     @property
-    def config_specs(self) -> Sequence[ConfigurableFieldSpec]:
+    def config_specs(self) -> list[ConfigurableFieldSpec]:
         return []
 
     @abstractmethod
diff --git a/permchain/checkpoint/memory.py b/permchain/checkpoint/memory.py
index 7920291ab..e036c877b 100644
--- a/permchain/checkpoint/memory.py
+++ b/permchain/checkpoint/memory.py
@@ -1,4 +1,4 @@
-from typing import Any, Dict, Mapping, Sequence
+from typing import Any, Dict, Mapping
 
 from langchain.pydantic_v1 import Field
 from langchain.schema.runnable import RunnableConfig
@@ -11,7 +11,7 @@ class MemoryCheckpoint(BaseCheckpointAdapter):
     storage: Dict[str, Mapping[str, Any]] = Field(default_factory=dict)
 
     @property
-    def config_specs(self) -> Sequence[ConfigurableFieldSpec]:
+    def config_specs(self) -> list[ConfigurableFieldSpec]:
         return [
             ConfigurableFieldSpec(
                 id="thread_id",
diff --git a/permchain/pregel/__init__.py b/permchain/pregel/__init__.py
index 5145f842e..cae8787b9 100644
--- a/permchain/pregel/__init__.py
+++ b/permchain/pregel/__init__.py
@@ -27,7 +27,6 @@ from langchain.globals import get_debug
 from langchain.pydantic_v1 import BaseModel, Field, create_model, root_validator
 from langchain.schema.runnable import (
     Runnable,
-    RunnablePassthrough,
     RunnableSerializable,
 )
 from langchain.schema.runnable.base import Input, Output, coerce_to_runnable
diff --git a/permchain/pregel/validate.py b/permchain/pregel/validate.py
index 344630f67..a0483f4cb 100644
--- a/permchain/pregel/validate.py
+++ b/permchain/pregel/validate.py
@@ -14,7 +14,7 @@ FORBIDDEN_CHANNEL_NAMES = {
 
 def validate_chains_channels(
     chains: Mapping[str, ChannelInvoke | ChannelBatch],
-    channels: Mapping[str, BaseChannel],
+    channels: dict[str, BaseChannel],
     input: str | Sequence[str],
     output: str | Sequence[str],
 ) -> None:
@@ -31,17 +31,17 @@ def validate_chains_channels(
 
     for chan in subscribed_channels:
         if chan not in channels:
-            channels[chan] = LastValue(Any)
+            channels[chan] = LastValue(Any)  # type: ignore[arg-type]
 
     if isinstance(input, str):
         if input not in channels:
-            channels[input] = LastValue(Any)
+            channels[input] = LastValue(Any)  # type: ignore[arg-type]
         if input not in subscribed_channels:
             raise ValueError(f"Input channel {input} is not subscribed to by any chain")
     else:
         for chan in input:
             if chan not in channels:
-                channels[chan] = LastValue(Any)
+                channels[chan] = LastValue(Any)  # type: ignore[arg-type]
         if all(chan not in subscribed_channels for chan in input):
             raise ValueError(
                 f"None of the input channels {input} are subscribed to by any chain"
@@ -49,11 +49,11 @@ def validate_chains_channels(
 
     if isinstance(output, str):
         if output not in channels:
-            channels[output] = LastValue(Any)
+            channels[output] = LastValue(Any)  # type: ignore[arg-type]
     else:
         for chan in output:
             if chan not in channels:
-                channels[chan] = LastValue(Any)
+                channels[chan] = LastValue(Any)  # type: ignore[arg-type]
 
     for name in FORBIDDEN_CHANNEL_NAMES:
         if name in channels:
@@ -61,4 +61,4 @@ def validate_chains_channels(
 
     for chan in ReservedChannels:
         if chan not in channels:
-            channels[chan] = LastValue(Any)
+            channels[chan] = LastValue(Any)  # type: ignore[arg-type]
diff --git a/poetry.lock b/poetry.lock
index 020ecbb70..09161cc07 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,111 +2,99 @@
 
 [[package]]
 name = "aiohttp"
-version = "3.8.6"
+version = "3.9.1"
 description = "Async http client/server framework (asyncio)"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
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+    {file = "aiohttp-3.9.1.tar.gz", hash = "sha256:8fc49a87ac269d4529da45871e2ffb6874e87779c3d0e2ccd813c0899221239d"},
 ]
 
 [package.dependencies]
 aiosignal = ">=1.1.2"
-async-timeout = ">=4.0.0a3,<5.0"
+async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
-charset-normalizer = ">=2.0,<4.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns", "cchardet"]
+speedups = ["Brotli", "aiodns", "brotlicffi"]
 
 [[package]]
 name = "aiosignal"
@@ -372,13 +360,13 @@ css = ["tinycss2 (>=1.1.0,<1.3)"]
 
 [[package]]
 name = "certifi"
-version = "2023.7.22"
+version = "2023.11.17"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"},
-    {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
+    {file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"},
+    {file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"},
 ]
 
 [[package]]
@@ -557,22 +545,20 @@ files = [
 
 [[package]]
 name = "comm"
-version = "0.1.4"
+version = "0.2.0"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
-    {file = "comm-0.1.4-py3-none-any.whl", hash = "sha256:6d52794cba11b36ed9860999cd10fd02d6b2eac177068fdd585e1e2f8a96e67a"},
-    {file = "comm-0.1.4.tar.gz", hash = "sha256:354e40a59c9dd6db50c5cc6b4acc887d82e9603787f83b68c01a80a923984d15"},
+    {file = "comm-0.2.0-py3-none-any.whl", hash = "sha256:2da8d9ebb8dd7bfc247adaff99f24dce705638a8042b85cb995066793e391001"},
+    {file = "comm-0.2.0.tar.gz", hash = "sha256:a517ea2ca28931c7007a7a99c562a0fa5883cfb48963140cf642c41c948498be"},
 ]
 
 [package.dependencies]
 traitlets = ">=4"
 
 [package.extras]
-lint = ["black (>=22.6.0)", "mdformat (>0.7)", "mdformat-gfm (>=0.3.5)", "ruff (>=0.0.156)"]
 test = ["pytest"]
-typing = ["mypy (>=0.990)"]
 
 [[package]]
 name = "coverage"
@@ -643,13 +629,13 @@ toml = ["tomli"]
 
 [[package]]
 name = "dataclasses-json"
-version = "0.6.1"
+version = "0.6.3"
 description = "Easily serialize dataclasses to and from JSON."
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
-    {file = "dataclasses_json-0.6.1-py3-none-any.whl", hash = "sha256:1bd8418a61fe3d588bb0079214d7fb71d44937da40742b787256fd53b26b6c80"},
-    {file = "dataclasses_json-0.6.1.tar.gz", hash = "sha256:a53c220c35134ce08211a1057fd0e5bf76dc5331627c6b241cacbc570a89faae"},
+    {file = "dataclasses_json-0.6.3-py3-none-any.whl", hash = "sha256:4aeb343357997396f6bca1acae64e486c3a723d8f5c76301888abeccf0c45176"},
+    {file = "dataclasses_json-0.6.3.tar.gz", hash = "sha256:35cb40aae824736fdf959801356641836365219cfe14caeb115c39136f775d2a"},
 ]
 
 [package.dependencies]
@@ -717,13 +703,13 @@ files = [
 
 [[package]]
 name = "exceptiongroup"
-version = "1.1.3"
+version = "1.2.0"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "exceptiongroup-1.1.3-py3-none-any.whl", hash = "sha256:343280667a4585d195ca1cf9cef84a4e178c4b6cf2274caef9859782b567d5e3"},
-    {file = "exceptiongroup-1.1.3.tar.gz", hash = "sha256:097acd85d473d75af5bb98e41b61ff7fe35efe6675e4f9370ec6ec5126d160e9"},
+    {file = "exceptiongroup-1.2.0-py3-none-any.whl", hash = "sha256:4bfd3996ac73b41e9b9628b04e079f193850720ea5945fc96a08633c66912f14"},
+    {file = "exceptiongroup-1.2.0.tar.gz", hash = "sha256:91f5c769735f051a4290d52edd0858999b57e5876e9f85937691bd4c9fa3ed68"},
 ]
 
 [package.extras]
@@ -745,13 +731,13 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
 
 [[package]]
 name = "fastjsonschema"
-version = "2.18.1"
+version = "2.19.0"
 description = "Fastest Python implementation of JSON schema"
 optional = false
 python-versions = "*"
 files = [
-    {file = "fastjsonschema-2.18.1-py3-none-any.whl", hash = "sha256:aec6a19e9f66e9810ab371cc913ad5f4e9e479b63a7072a2cd060a9369e329a8"},
-    {file = "fastjsonschema-2.18.1.tar.gz", hash = "sha256:06dc8680d937628e993fa0cd278f196d20449a1adc087640710846b324d422ea"},
+    {file = "fastjsonschema-2.19.0-py3-none-any.whl", hash = "sha256:b9fd1a2dd6971dbc7fee280a95bd199ae0dd9ce22beb91cc75e9c1c528a5170e"},
+    {file = "fastjsonschema-2.19.0.tar.gz", hash = "sha256:e25df6647e1bc4a26070b700897b07b542ec898dd4f1f6ea013e7f6a88417225"},
 ]
 
 [package.extras]
@@ -910,13 +896,13 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "idna"
-version = "3.4"
+version = "3.6"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
 files = [
-    {file = "idna-3.4-py3-none-any.whl", hash = "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"},
-    {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
+    {file = "idna-3.6-py3-none-any.whl", hash = "sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f"},
+    {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
 ]
 
 [[package]]
@@ -940,13 +926,13 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 
 [[package]]
 name = "importlib-resources"
-version = "6.1.0"
+version = "6.1.1"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_resources-6.1.0-py3-none-any.whl", hash = "sha256:aa50258bbfa56d4e33fbd8aa3ef48ded10d1735f11532b8df95388cc6bdb7e83"},
-    {file = "importlib_resources-6.1.0.tar.gz", hash = "sha256:9d48dcccc213325e810fd723e7fbb45ccb39f6cf5c31f00cf2b965f5f10f3cb9"},
+    {file = "importlib_resources-6.1.1-py3-none-any.whl", hash = "sha256:e8bf90d8213b486f428c9c39714b920041cb02c184686a3dee24905aaa8105d6"},
+    {file = "importlib_resources-6.1.1.tar.gz", hash = "sha256:3893a00122eafde6894c59914446a512f728a0c1a45f9bb9b63721b6bacf0b4a"},
 ]
 
 [package.dependencies]
@@ -969,13 +955,13 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.26.0"
+version = "6.27.1"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.26.0-py3-none-any.whl", hash = "sha256:3ba3dc97424b87b31bb46586b5167b3161b32d7820b9201a9e698c71e271602c"},
-    {file = "ipykernel-6.26.0.tar.gz", hash = "sha256:553856658eb8430bbe9653ea041a41bff63e9606fc4628873fc92a6cf3abd404"},
+    {file = "ipykernel-6.27.1-py3-none-any.whl", hash = "sha256:dab88b47f112f9f7df62236511023c9bdeef67abc73af7c652e4ce4441601686"},
+    {file = "ipykernel-6.27.1.tar.gz", hash = "sha256:7d5d594b6690654b4d299edba5e872dc17bb7396a8d0609c97cb7b8a1c605de6"},
 ]
 
 [package.dependencies]
@@ -1039,17 +1025,6 @@ qtconsole = ["qtconsole"]
 test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
 test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
 
-[[package]]
-name = "ipython-genutils"
-version = "0.2.0"
-description = "Vestigial utilities from IPython"
-optional = false
-python-versions = "*"
-files = [
-    {file = "ipython_genutils-0.2.0-py2.py3-none-any.whl", hash = "sha256:72dd37233799e619666c9f639a9da83c34013a73e8bbc79a7a6348d93c61fab8"},
-    {file = "ipython_genutils-0.2.0.tar.gz", hash = "sha256:eb2e116e75ecef9d4d228fdc66af54269afa26ab4463042e33785b887c628ba8"},
-]
-
 [[package]]
 name = "ipywidgets"
 version = "8.1.1"
@@ -1162,13 +1137,13 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.19.2"
+version = "4.20.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jsonschema-4.19.2-py3-none-any.whl", hash = "sha256:eee9e502c788e89cb166d4d37f43084e3b64ab405c795c03d343a4dbc2c810fc"},
-    {file = "jsonschema-4.19.2.tar.gz", hash = "sha256:c9ff4d7447eed9592c23a12ccee508baf0dd0d59650615e847feb6cdca74f392"},
+    {file = "jsonschema-4.20.0-py3-none-any.whl", hash = "sha256:ed6231f0429ecf966f5bc8dfef245998220549cbbcf140f913b7464c52c3b6b3"},
+    {file = "jsonschema-4.20.0.tar.gz", hash = "sha256:4f614fd46d8d61258610998997743ec5492a648b33cf478c1ddc23ed4598a5fa"},
 ]
 
 [package.dependencies]
@@ -1193,18 +1168,18 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 
 [[package]]
 name = "jsonschema-specifications"
-version = "2023.7.1"
+version = "2023.11.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jsonschema_specifications-2023.7.1-py3-none-any.whl", hash = "sha256:05adf340b659828a004220a9613be00fa3f223f2b82002e273dee62fd50524b1"},
-    {file = "jsonschema_specifications-2023.7.1.tar.gz", hash = "sha256:c91a50404e88a1f6ba40636778e2ee08f6e24c5613fe4c53ac24578a5a7f72bb"},
+    {file = "jsonschema_specifications-2023.11.1-py3-none-any.whl", hash = "sha256:f596778ab612b3fd29f72ea0d990393d0540a5aab18bf0407a46632eab540779"},
+    {file = "jsonschema_specifications-2023.11.1.tar.gz", hash = "sha256:c9b234904ffe02f079bf91b14d79987faa685fd4b39c377a0996954c0090b9ca"},
 ]
 
 [package.dependencies]
 importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
-referencing = ">=0.28.0"
+referencing = ">=0.31.0"
 
 [[package]]
 name = "jupyter"
@@ -1228,13 +1203,13 @@ qtconsole = "*"
 
 [[package]]
 name = "jupyter-client"
-version = "8.5.0"
+version = "8.6.0"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_client-8.5.0-py3-none-any.whl", hash = "sha256:c3877aac7257ec68d79b5c622ce986bd2a992ca42f6ddc9b4dd1da50e89f7028"},
-    {file = "jupyter_client-8.5.0.tar.gz", hash = "sha256:e8754066510ce456358df363f97eae64b50860f30dc1fe8c6771440db3be9a63"},
+    {file = "jupyter_client-8.6.0-py3-none-any.whl", hash = "sha256:909c474dbe62582ae62b758bca86d6518c85234bdee2d908c778db6d72f39d99"},
+    {file = "jupyter_client-8.6.0.tar.gz", hash = "sha256:0642244bb83b4764ae60d07e010e15f0e2d275ec4e918a8f7b80fbbef3ca60c7"},
 ]
 
 [package.dependencies]
@@ -1295,13 +1270,13 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-events"
-version = "0.8.0"
+version = "0.9.0"
 description = "Jupyter Event System library"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_events-0.8.0-py3-none-any.whl", hash = "sha256:81f07375c7673ff298bfb9302b4a981864ec64edaed75ca0fe6f850b9b045525"},
-    {file = "jupyter_events-0.8.0.tar.gz", hash = "sha256:fda08f0defce5e16930542ce60634ba48e010830d50073c3dfd235759cee77bf"},
+    {file = "jupyter_events-0.9.0-py3-none-any.whl", hash = "sha256:d853b3c10273ff9bc8bb8b30076d65e2c9685579db736873de6c2232dde148bf"},
+    {file = "jupyter_events-0.9.0.tar.gz", hash = "sha256:81ad2e4bc710881ec274d31c6c50669d71bbaa5dd9d01e600b56faa85700d399"},
 ]
 
 [package.dependencies]
@@ -1320,13 +1295,13 @@ test = ["click", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "p
 
 [[package]]
 name = "jupyter-lsp"
-version = "2.2.0"
+version = "2.2.1"
 description = "Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter-lsp-2.2.0.tar.gz", hash = "sha256:8ebbcb533adb41e5d635eb8fe82956b0aafbf0fd443b6c4bfa906edeeb8635a1"},
-    {file = "jupyter_lsp-2.2.0-py3-none-any.whl", hash = "sha256:9e06b8b4f7dd50300b70dd1a78c0c3b0c3d8fa68e0f2d8a5d1fbab62072aca3f"},
+    {file = "jupyter-lsp-2.2.1.tar.gz", hash = "sha256:b17fab6d70fe83c8896b0cff59237640038247c196056b43684a0902b6a9e0fb"},
+    {file = "jupyter_lsp-2.2.1-py3-none-any.whl", hash = "sha256:17a689910c5e4ae5e7d334b02f31d08ffbe98108f6f658fb05e4304b4345368b"},
 ]
 
 [package.dependencies]
@@ -1335,13 +1310,13 @@ jupyter-server = ">=1.1.2"
 
 [[package]]
 name = "jupyter-server"
-version = "2.9.1"
+version = "2.11.1"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_server-2.9.1-py3-none-any.whl", hash = "sha256:21ad1a3d455d5a79ce4bef5201925cd17510c17898cf9d54e3ccfb6b12734948"},
-    {file = "jupyter_server-2.9.1.tar.gz", hash = "sha256:9ba71be4b9c16e479e4c50c929f8ac4b1015baf90237a08681397a98c76c7e5e"},
+    {file = "jupyter_server-2.11.1-py3-none-any.whl", hash = "sha256:4b3a16e3ed16fd202588890f10b8ca589bd3e29405d128beb95935f059441373"},
+    {file = "jupyter_server-2.11.1.tar.gz", hash = "sha256:fe80bab96493acf5f7d6cd9a1575af8fbd253dc2591aa4d015131a1e03b5799a"},
 ]
 
 [package.dependencies]
@@ -1350,7 +1325,7 @@ argon2-cffi = "*"
 jinja2 = "*"
 jupyter-client = ">=7.4.4"
 jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
-jupyter-events = ">=0.6.0"
+jupyter-events = ">=0.9.0"
 jupyter-server-terminals = "*"
 nbconvert = ">=6.4.4"
 nbformat = ">=5.3.0"
@@ -1390,13 +1365,13 @@ test = ["coverage", "jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-cov",
 
 [[package]]
 name = "jupyterlab"
-version = "4.0.8"
+version = "4.0.9"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab-4.0.8-py3-none-any.whl", hash = "sha256:2ff5aa2a51eb21df241d6011c236e88bd1ff9a5dbb75bebc54472f9c18bfffa4"},
-    {file = "jupyterlab-4.0.8.tar.gz", hash = "sha256:c4fe93f977bcc987bd395d7fae5ab02e0c042bf4e0f7c95196f3e2e578c2fb3a"},
+    {file = "jupyterlab-4.0.9-py3-none-any.whl", hash = "sha256:9f6f8e36d543fdbcc3df961a1d6a3f524b4a4001be0327a398f68fa4e534107c"},
+    {file = "jupyterlab-4.0.9.tar.gz", hash = "sha256:9ebada41d52651f623c0c9f069ddb8a21d6848e4c887d8e5ddc0613166ed5c0b"},
 ]
 
 [package.dependencies]
@@ -1416,31 +1391,31 @@ tornado = ">=6.2.0"
 traitlets = "*"
 
 [package.extras]
-dev = ["black[jupyter] (==23.10.1)", "build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.0.292)"]
+dev = ["black[jupyter] (==23.10.1)", "build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.1.4)"]
 docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-tornasync", "sphinx (>=1.8,<7.2.0)", "sphinx-copybutton"]
 docs-screenshots = ["altair (==5.0.1)", "ipython (==8.14.0)", "ipywidgets (==8.0.6)", "jupyterlab-geojson (==3.4.0)", "jupyterlab-language-pack-zh-cn (==4.0.post0)", "matplotlib (==3.7.1)", "nbconvert (>=7.0.0)", "pandas (==2.0.2)", "scipy (==1.10.1)", "vega-datasets (==0.9.0)"]
 test = ["coverage", "pytest (>=7.0)", "pytest-check-links (>=0.7)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter (>=0.5.3)", "pytest-timeout", "pytest-tornasync", "requests", "requests-cache", "virtualenv"]
 
 [[package]]
 name = "jupyterlab-pygments"
-version = "0.2.2"
+version = "0.3.0"
 description = "Pygments theme using JupyterLab CSS variables"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab_pygments-0.2.2-py2.py3-none-any.whl", hash = "sha256:2405800db07c9f770863bcf8049a529c3dd4d3e28536638bd7c1c01d2748309f"},
-    {file = "jupyterlab_pygments-0.2.2.tar.gz", hash = "sha256:7405d7fde60819d905a9fa8ce89e4cd830e318cdad22a0030f7a901da705585d"},
+    {file = "jupyterlab_pygments-0.3.0-py3-none-any.whl", hash = "sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780"},
+    {file = "jupyterlab_pygments-0.3.0.tar.gz", hash = "sha256:721aca4d9029252b11cfa9d185e5b5af4d54772bb8072f9b7036f4170054d35d"},
 ]
 
 [[package]]
 name = "jupyterlab-server"
-version = "2.25.0"
+version = "2.25.2"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab_server-2.25.0-py3-none-any.whl", hash = "sha256:c9f67a98b295c5dee87f41551b0558374e45d449f3edca153dd722140630dcb2"},
-    {file = "jupyterlab_server-2.25.0.tar.gz", hash = "sha256:77c2f1f282d610f95e496e20d5bf1d2a7706826dfb7b18f3378ae2870d272fb7"},
+    {file = "jupyterlab_server-2.25.2-py3-none-any.whl", hash = "sha256:5b1798c9cc6a44f65c757de9f97fc06fc3d42535afbf47d2ace5e964ab447aaf"},
+    {file = "jupyterlab_server-2.25.2.tar.gz", hash = "sha256:bd0ec7a99ebcedc8bcff939ef86e52c378e44c2707e053fcd81d046ce979ee63"},
 ]
 
 [package.dependencies]
@@ -1456,7 +1431,7 @@ requests = ">=2.31"
 [package.extras]
 docs = ["autodoc-traits", "jinja2 (<3.2.0)", "mistune (<4)", "myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinxcontrib-openapi (>0.8)"]
 openapi = ["openapi-core (>=0.18.0,<0.19.0)", "ruamel-yaml"]
-test = ["hatch", "ipykernel", "openapi-core (>=0.18.0,<0.19.0)", "openapi-spec-validator (>=0.6.0,<0.7.0)", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6.2)", "pytest-timeout", "requests-mock", "ruamel-yaml", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
+test = ["hatch", "ipykernel", "openapi-core (>=0.18.0,<0.19.0)", "openapi-spec-validator (>=0.6.0,<0.8.0)", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6.2)", "pytest-timeout", "requests-mock", "ruamel-yaml", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
 
 [[package]]
 name = "jupyterlab-widgets"
@@ -1471,13 +1446,13 @@ files = [
 
 [[package]]
 name = "langchain"
-version = "0.0.335"
+version = "0.0.342"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "langchain-0.0.335-py3-none-any.whl", hash = "sha256:f74c98366070a46953c071c69f6c01671a9437569c08406cace256ccaabdfcaf"},
-    {file = "langchain-0.0.335.tar.gz", hash = "sha256:93136fe6cc9ac06a80ccf7cf581e58af5cfcc31fef1083b30165df9a9bc53f5d"},
+    {file = "langchain-0.0.342-py3-none-any.whl", hash = "sha256:83c37898226666e0176d093f57fa49e176486608ef4c617a65aadf0b038ba0ec"},
+    {file = "langchain-0.0.342.tar.gz", hash = "sha256:06341ee0b034847cbcea4b40a0a26b270abb6fd1237437735187c44d30a7a24d"},
 ]
 
 [package.dependencies]
@@ -1486,6 +1461,7 @@ anyio = "<4.0"
 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
 dataclasses-json = ">=0.5.7,<0.7"
 jsonpatch = ">=1.33,<2.0"
+langchain-core = ">=0.0.7,<0.1"
 langsmith = ">=0.0.63,<0.1.0"
 numpy = ">=1,<2"
 pydantic = ">=1,<3"
@@ -1495,29 +1471,46 @@ SQLAlchemy = ">=1.4,<3"
 tenacity = ">=8.1.0,<9.0.0"
 
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 qdrant = ["qdrant-client (>=1.3.1,<2.0.0)"]
 text-helpers = ["chardet (>=5.1.0,<6.0.0)"]
 
+[[package]]
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+version = "0.0.7"
+description = "Building applications with LLMs through composability"
+optional = false
+python-versions = ">=3.8.1,<4.0"
+files = [
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+pydantic = ">=1,<3"
+tenacity = ">=8.1.0,<9.0.0"
+
 [[package]]
 name = "langsmith"
-version = "0.0.64"
+version = "0.0.67"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
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+    {file = "langsmith-0.0.67.tar.gz", hash = "sha256:cef00bac2e7455a5943f3afaea91c032db1a1f2adb83003159a71e884fb5a9a2"},
 ]
 
 [package.dependencies]
@@ -1551,6 +1544,16 @@ files = [
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 [package.dependencies]
@@ -1755,6 +1758,7 @@ typing-extensions = ">=4.1.0"
 [package.extras]
 dmypy = ["psutil (>=4.0)"]
 install-types = ["pip"]
+mypyc = ["setuptools (>=50)"]
 reports = ["lxml"]
 
 [[package]]
@@ -1770,13 +1774,13 @@ files = [
 
 [[package]]
 name = "nbclient"
-version = "0.8.0"
+version = "0.9.0"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -1792,13 +1796,13 @@ test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=
 
 [[package]]
 name = "nbconvert"
-version = "7.10.0"
+version = "7.11.0"
 description = "Converting Jupyter Notebooks"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1825,7 +1829,7 @@ docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sp
 qtpdf = ["nbconvert[qtpng]"]
 qtpng = ["pyqtwebengine (>=5.15)"]
 serve = ["tornado (>=6.1)"]
-test = ["flaky", "ipykernel", "ipywidgets (>=7)", "pytest", "pytest-dependency"]
+test = ["flaky", "ipykernel", "ipywidgets (>=7)", "pytest"]
 webpdf = ["playwright"]
 
 [[package]]
@@ -2009,13 +2013,13 @@ testing = ["docopt", "pytest (<6.0.0)"]
 
 [[package]]
 name = "pexpect"
-version = "4.8.0"
+version = "4.9.0"
 description = "Pexpect allows easy control of interactive console applications."
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 python-versions = "*"
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 ]
 
 [package.dependencies]
@@ -2045,13 +2049,13 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "3.11.0"
+version = "4.0.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
 python-versions = ">=3.7"
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 [package.extras]
@@ -2075,13 +2079,13 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "prometheus-client"
-version = "0.18.0"
+version = "0.19.0"
 description = "Python client for the Prometheus monitoring system."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -2089,13 +2093,13 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.39"
+version = "3.0.41"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 [[package]]
 name = "pygments"
-version = "2.16.1"
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 description = "Pygments is a syntax highlighting package written in Python."
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 python-versions = ">=3.7"
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 [package.extras]
 plugins = ["importlib-metadata"]
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 [[package]]
 name = "pytest"
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@@ -2666,18 +2680,17 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "qtconsole"
-version = "5.4.4"
+version = "5.5.1"
 description = "Jupyter Qt console"
 optional = false
-python-versions = ">= 3.7"
+python-versions = ">= 3.8"
 files = [
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 ]
 
 [package.dependencies]
 ipykernel = ">=4.1"
-ipython-genutils = "*"
 jupyter-client = ">=4.1"
 jupyter-core = "*"
 packaging = "*"
@@ -2709,13 +2722,13 @@ test = ["pytest (>=6,!=7.0.0,!=7.0.1)", "pytest-cov (>=3.0.0)", "pytest-qt"]
 
 [[package]]
 name = "referencing"
-version = "0.30.2"
+version = "0.31.0"
 description = "JSON Referencing + Python"
 optional = false
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 [package.dependencies]
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 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
 test = ["pre-commit", "pytest (>=7.0)", "pytest-timeout"]
+typing = ["mypy (>=1.6,<2.0)", "traitlets (>=5.11.1)"]
 
 [[package]]
 name = "tinycss2"
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 [[package]]
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+version = "5.14.0"
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 [[package]]
 name = "types-python-dateutil"
@@ -3258,18 +3272,17 @@ dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake
 
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 [[package]]
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+    {file = "yarl-1.9.3-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:e0e7e83f31e23c5d00ff618045ddc5e916f9e613d33c5a5823bc0b0a0feb522f"},
+    {file = "yarl-1.9.3-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:af52725c7c39b0ee655befbbab5b9a1b209e01bb39128dce0db226a10014aacc"},
+    {file = "yarl-1.9.3-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:0ab5baaea8450f4a3e241ef17e3d129b2143e38a685036b075976b9c415ea3eb"},
+    {file = "yarl-1.9.3-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:6d350388ba1129bc867c6af1cd17da2b197dff0d2801036d2d7d83c2d771a682"},
+    {file = "yarl-1.9.3-cp39-cp39-win32.whl", hash = "sha256:e2a16ef5fa2382af83bef4a18c1b3bcb4284c4732906aa69422cf09df9c59f1f"},
+    {file = "yarl-1.9.3-cp39-cp39-win_amd64.whl", hash = "sha256:d92d897cb4b4bf915fbeb5e604c7911021a8456f0964f3b8ebbe7f9188b9eabb"},
+    {file = "yarl-1.9.3-py3-none-any.whl", hash = "sha256:271d63396460b6607b588555ea27a1a02b717ca2e3f2cf53bdde4013d7790929"},
+    {file = "yarl-1.9.3.tar.gz", hash = "sha256:4a14907b597ec55740f63e52d7fee0e9ee09d5b9d57a4f399a7423268e457b57"},
 ]
 
 [package.dependencies]
diff --git a/tests/test_pregel.py b/tests/test_pregel.py
index 1a2f127db..4d5c32f74 100644
--- a/tests/test_pregel.py
+++ b/tests/test_pregel.py
@@ -281,27 +281,39 @@ def test_invoke_checkpoint(mocker: MockerFixture) -> None:
         | raise_if_above_10
     )
 
+    memory = MemoryCheckpoint()
+
     app = Pregel(
         chains={"chain_one": chain_one},
         channels={"total": BinaryOperatorAggregate(int, operator.add)},
-        checkpoint=MemoryCheckpoint(),
+        checkpoint=memory,
     )
 
     # total starts out as 0, so output is 0+2=2
     assert app.invoke(2, {"configurable": {"thread_id": "1"}}) == 2
-    assert app.checkpoint.get({"configurable": {"thread_id": "1"}}).get("total") == 2
+    checkpoint = memory.get({"configurable": {"thread_id": "1"}})
+    assert checkpoint is not None
+    assert checkpoint.get("total") == 2
     # total is now 2, so output is 2+3=5
     assert app.invoke(3, {"configurable": {"thread_id": "1"}}) == 5
-    assert app.checkpoint.get({"configurable": {"thread_id": "1"}}).get("total") == 7
+    checkpoint = memory.get({"configurable": {"thread_id": "1"}})
+    assert checkpoint is not None
+    assert checkpoint.get("total") == 7
     # total is now 2+5=7, so output would be 7+4=11, but raises ValueError
     with pytest.raises(ValueError):
         app.invoke(4, {"configurable": {"thread_id": "1"}})
     # checkpoint is not updated
-    assert app.checkpoint.get({"configurable": {"thread_id": "1"}}).get("total") == 7
+    checkpoint = memory.get({"configurable": {"thread_id": "1"}})
+    assert checkpoint is not None
+    assert checkpoint.get("total") == 7
     # on a new thread, total starts out as 0, so output is 0+5=5
     assert app.invoke(5, {"configurable": {"thread_id": "2"}}) == 5
-    assert app.checkpoint.get({"configurable": {"thread_id": "1"}}).get("total") == 7
-    assert app.checkpoint.get({"configurable": {"thread_id": "2"}}).get("total") == 5
+    checkpoint = memory.get({"configurable": {"thread_id": "1"}})
+    assert checkpoint is not None
+    assert checkpoint.get("total") == 7
+    checkpoint = memory.get({"configurable": {"thread_id": "2"}})
+    assert checkpoint is not None
+    assert checkpoint.get("total") == 5
 
 
 def test_invoke_two_processes_two_in_join_two_out(mocker: MockerFixture) -> None:
diff --git a/tests/test_pregel_async.py b/tests/test_pregel_async.py
index 402dd62be..8a59fa4a0 100644
--- a/tests/test_pregel_async.py
+++ b/tests/test_pregel_async.py
@@ -294,37 +294,39 @@ async def test_invoke_checkpoint(mocker: MockerFixture) -> None:
         | raise_if_above_10
     )
 
+    memory = MemoryCheckpoint()
+
     app = Pregel(
         chains={"chain_one": chain_one},
         channels={"total": BinaryOperatorAggregate(int, operator.add)},
-        checkpoint=MemoryCheckpoint(),
+        checkpoint=memory,
     )
 
     # total starts out as 0, so output is 0+2=2
     assert await app.ainvoke(2, {"configurable": {"thread_id": "1"}}) == 2
-    assert (await app.checkpoint.aget({"configurable": {"thread_id": "1"}})).get(
-        "total"
-    ) == 2
+    checkpoint = await memory.aget({"configurable": {"thread_id": "1"}})
+    assert checkpoint is not None
+    assert checkpoint.get("total") == 2
     # total is now 2, so output is 2+3=5
     assert await app.ainvoke(3, {"configurable": {"thread_id": "1"}}) == 5
-    assert (await app.checkpoint.aget({"configurable": {"thread_id": "1"}})).get(
-        "total"
-    ) == 7
+    checkpoint = await memory.aget({"configurable": {"thread_id": "1"}})
+    assert checkpoint is not None
+    assert checkpoint.get("total") == 7
     # total is now 2+5=7, so output would be 7+4=11, but raises ValueError
     with pytest.raises(ValueError):
         await app.ainvoke(4, {"configurable": {"thread_id": "1"}})
     # checkpoint is not updated
-    assert (await app.checkpoint.aget({"configurable": {"thread_id": "1"}})).get(
-        "total"
-    ) == 7
+    checkpoint = await memory.aget({"configurable": {"thread_id": "1"}})
+    assert checkpoint is not None
+    assert checkpoint.get("total") == 7
     # on a new thread, total starts out as 0, so output is 0+5=5
     assert await app.ainvoke(5, {"configurable": {"thread_id": "2"}}) == 5
-    assert (await app.checkpoint.aget({"configurable": {"thread_id": "1"}})).get(
-        "total"
-    ) == 7
-    assert (await app.checkpoint.aget({"configurable": {"thread_id": "2"}})).get(
-        "total"
-    ) == 5
+    checkpoint = await memory.aget({"configurable": {"thread_id": "1"}})
+    assert checkpoint is not None
+    assert checkpoint.get("total") == 7
+    checkpoint = await memory.aget({"configurable": {"thread_id": "2"}})
+    assert checkpoint is not None
+    assert checkpoint.get("total") == 5
 
 
 async def test_invoke_two_processes_two_in_join_two_out(mocker: MockerFixture) -> None: