diff --git a/.github/workflows/coverage-gist.yml b/.github/workflows/coverage-gist.yml
new file mode 100644
index 0000000..697dd4c
--- /dev/null
+++ b/.github/workflows/coverage-gist.yml
@@ -0,0 +1,53 @@
+name: Update Coverage Badge
+
+on:
+  push:
+    branches: [ main ]
+
+jobs:
+  coverage:
+    runs-on: ubuntu-latest
+    
+    steps:
+    - uses: actions/checkout@v3
+    
+    - name: Set up Python
+      uses: actions/setup-python@v4
+      with:
+        python-version: '3.11'
+    
+    - name: Install Poetry
+      uses: snok/install-poetry@v1
+      with:
+        version: 1.8.3
+    
+    - name: Install dependencies
+      run: |
+        poetry install --all-extras
+    
+    - name: Start Redis Stack
+      run: |
+        docker run -d --name redis-stack -p 6379:6379 redis/redis-stack-server:latest
+    
+    - name: Run tests with coverage
+      run: |
+        poetry run pytest --cov=langgraph --cov-report=term --cov-report=json
+        echo "COVERAGE=$(python -c "import json;print(json.load(open('coverage.json'))['totals']['percent_covered_display'])")" >> $GITHUB_ENV
+    
+    - name: Create Coverage Badge
+      uses: schneegans/dynamic-badges-action@v1.7.0
+      with:
+        auth: ${{ secrets.GIST_TOKEN }}
+        gistID: ${{ secrets.GIST_ID }}
+        filename: langgraph-redis-coverage.json
+        label: Coverage
+        message: ${{ env.COVERAGE }}%
+        color: ${{ 
+          env.COVERAGE < 70 && 'red' ||
+          env.COVERAGE < 80 && 'yellow' ||
+          'green' 
+        }}
+    
+    - name: Stop Redis
+      if: always()
+      run: docker stop redis-stack && docker rm redis-stack
\ No newline at end of file
diff --git a/README.md b/README.md
index 6f37934..5eaf2e3 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,17 @@
 # LangGraph Redis
 
+[![PyPI version](https://badge.fury.io/py/langgraph-checkpoint-redis.svg)](https://badge.fury.io/py/langgraph-checkpoint-redis)
+[![Python versions](https://img.shields.io/pypi/pyversions/langgraph-checkpoint-redis.svg)](https://pypi.org/project/langgraph-checkpoint-redis/)
+[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
+[![Tests](https://github.com/redis-developer/langgraph-redis/actions/workflows/test.yml/badge.svg)](https://github.com/redis-developer/langgraph-redis/actions/workflows/test.yml)
+[![Coverage](https://img.shields.io/endpoint?url=https://gist.github.com/bsbodden/4b5aae70fef2c9606648bce5d010e129/raw/langgraph-redis-coverage.json)](https://github.com/redis-developer/langgraph-redis/actions/workflows/coverage-gist.yml)
+[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
+[![Imports: isort](https://img.shields.io/badge/%20imports-isort-%231674b1?style=flat&labelColor=ef8336)](https://pycqa.github.io/isort/)
+[![Checked with mypy](https://img.shields.io/badge/mypy-checked-blue)](http://mypy-lang.org/)
+[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)
+[![Downloads](https://static.pepy.tech/badge/langgraph-checkpoint-redis)](https://pepy.tech/project/langgraph-checkpoint-redis)
+[![Redis](https://img.shields.io/badge/Redis-8.0%2B-DC382D?logo=redis&logoColor=white)](https://redis.io)
+
 This repository contains Redis implementations for LangGraph, providing both Checkpoint Savers and Stores functionality.
 
 ## Overview
@@ -80,11 +92,13 @@ saver.setup()
 #### Azure Cache for Redis Specific Settings
 
 For Azure Cache for Redis Enterprise tier:
+
 - **Port**: Use port `10000` for Enterprise tier with TLS, or `6379` for standard
 - **Modules**: Enterprise tier includes RediSearch and RedisJSON by default
 - **SSL/TLS**: Always enabled, minimum TLS 1.2 for Enterprise
 
 Example for Azure Cache for Redis Enterprise:
+
 ```python
 client = Redis(
     host="your-cache.redisenterprise.cache.azure.net",
diff --git a/poetry.lock b/poetry.lock
index 2271ea4..40ff552 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -8,8 +8,8 @@ optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    { file = "aioconsole-0.8.1-py3-none-any.whl", hash = "sha256:e1023685cde35dde909fbf00631ffb2ed1c67fe0b7058ebb0892afbde5f213e5" },
-    { file = "aioconsole-0.8.1.tar.gz", hash = "sha256:0535ce743ba468fb21a1ba43c9563032c779534d4ecd923a46dbd350ad91d234" },
+    {file = "aioconsole-0.8.1-py3-none-any.whl", hash = "sha256:e1023685cde35dde909fbf00631ffb2ed1c67fe0b7058ebb0892afbde5f213e5"},
+    {file = "aioconsole-0.8.1.tar.gz", hash = "sha256:0535ce743ba468fb21a1ba43c9563032c779534d4ecd923a46dbd350ad91d234"},
 ]
 
 [package.extras]
@@ -23,8 +23,8 @@ optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    { file = "aiofiles-24.1.0-py3-none-any.whl", hash = "sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5" },
-    { file = "aiofiles-24.1.0.tar.gz", hash = "sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c" },
+    {file = "aiofiles-24.1.0-py3-none-any.whl", hash = "sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5"},
+    {file = "aiofiles-24.1.0.tar.gz", hash = "sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c"},
 ]
 
 [[package]]
@@ -35,31 +35,29 @@ 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" },
+    {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
+    {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
 ]
 
 [[package]]
 name = "anyio"
-version = "4.9.0"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
+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-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c" },
-    { file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028" },
+    {file = "anyio-4.10.0-py3-none-any.whl", hash = "sha256:60e474ac86736bbfd6f210f7a61218939c318f43f9972497381f1c5e930ed3d1"},
+    {file = "anyio-4.10.0.tar.gz", hash = "sha256:3f3fae35c96039744587aa5b8371e7e8e603c0702999535961dd336026973ba6"},
 ]
 
 [package.dependencies]
-exceptiongroup = { version = ">=1.0.2", markers = "python_version < \"3.11\"" }
+exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 sniffio = ">=1.1"
-typing_extensions = { version = ">=4.5", markers = "python_version < \"3.13\"" }
+typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
@@ -71,8 +69,21 @@ python-versions = ">=3.8"
 groups = ["main"]
 markers = "python_full_version < \"3.11.3\""
 files = [
-    { file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c" },
-    { file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3" },
+    {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
+    {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
+]
+
+[[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]]
@@ -83,28 +94,28 @@ optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    { file = "black-25.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:759e7ec1e050a15f89b770cefbf91ebee8917aac5c20483bc2d80a6c3a04df32" },
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-    { file = "black-25.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:db8ea9917d6f8fc62abd90d944920d95e73c83a5ee3383493e35d271aca872e9" },
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+    {file = "black-25.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d9e6827d563a2c820772b32ce8a42828dc6790f095f441beef18f96aa6f8294e"},
+    {file = "black-25.1.0-cp39-cp39-win_amd64.whl", hash = "sha256:bacabb307dca5ebaf9c118d2d2f6903da0d62c9faa82bd21a33eecc319559355"},
+    {file = "black-25.1.0-py3-none-any.whl", hash = "sha256:95e8176dae143ba9097f351d174fdaf0ccd29efb414b362ae3fd72bf0f710717"},
+    {file = "black-25.1.0.tar.gz", hash = "sha256:33496d5cd1222ad73391352b4ae8da15253c5de89b93a80b3e2c8d9a19ec2666"},
 ]
 
 [package.dependencies]
@@ -113,8 +124,8 @@ mypy-extensions = ">=0.4.3"
 packaging = ">=22.0"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
-tomli = { version = ">=1.1.0", markers = "python_version < \"3.11\"" }
-typing-extensions = { version = ">=4.0.1", markers = "python_version < \"3.11\"" }
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
@@ -130,8 +141,8 @@ optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
 files = [
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 [package.dependencies]
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 [[package]]
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 ]
 
 [package.dependencies]
-colorama = { version = "*", markers = "platform_system == \"Windows\"" }
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "codespell"
@@ -340,8 +351,8 @@ optional = false
 python-versions = ">=3.8"
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 docs = ["sphinx (>=5.3.0)", "sphinx-inline-tabs", "sphinx-rtd-theme (>=3.0.0)"]
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 [[package]]
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 [package.dependencies]
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 requests = ">=2.26.0"
 urllib3 = ">=1.26.0"
 
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 [package.extras]
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 [[package]]
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 [[package]]
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 [[package]]
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 python-versions = ">=3.9"
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 [package.dependencies]
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 pydantic = ">=2.7.4"
 PyYAML = ">=5.3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
@@ -852,19 +863,19 @@ typing-extensions = ">=4.7"
 
 [[package]]
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 [package.dependencies]
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 tiktoken = ">=0.7,<1"
 
 [[package]]
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 [package.dependencies]
@@ -1190,7 +1201,7 @@ tqdm = ">4"
 typing-extensions = ">=4.11,<5"
 
 [package.extras]
-aiohttp = ["aiohttp", "httpx-aiohttp (>=0.1.6)"]
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 datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 realtime = ["websockets (>=13,<16)"]
 voice-helpers = ["numpy (>=2.0.2)", "sounddevice (>=0.5.1)"]
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 [package.dependencies]
 typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
+[[package]]
+name = "pygments"
+version = "2.19.2"
+description = "Pygments is a syntax highlighting package written in Python."
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
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+]
+
+[package.extras]
+windows-terminal = ["colorama (>=0.4.6)"]
+
 [[package]]
 name = "pympler"
 version = "1.1"
@@ -1576,54 +1602,57 @@ optional = false
 python-versions = ">=3.6"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
-pywin32 = { version = ">=226", markers = "platform_system == \"Windows\"" }
+pywin32 = {version = ">=226", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "pytest"
-version = "7.4.4"
+version = "8.4.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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-pluggy = ">=0.12,<2.0"
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+exceptiongroup = {version = ">=1", markers = "python_version < \"3.11\""}
+iniconfig = ">=1"
+packaging = ">=20"
+pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
+tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "pytest-asyncio"
-version = "0.21.2"
+version = "1.1.0"
 description = "Pytest support for asyncio"
 optional = false
-python-versions = ">=3.7"
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 files = [
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 ]
 
 [package.dependencies]
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+pytest = ">=8.2,<9"
+typing-extensions = {version = ">=4.12", markers = "python_version < \"3.10\""}
 
 [package.extras]
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-testing = ["coverage (>=6.2)", "flaky (>=3.5.0)", "hypothesis (>=5.7.1)", "mypy (>=0.931)", "pytest-trio (>=0.7.0)"]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
+testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
 
 [[package]]
 name = "pytest-cov"
@@ -1633,12 +1662,12 @@ optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
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+coverage = {version = ">=7.5", extras = ["toml"]}
 pluggy = ">=1.2"
 pytest = ">=6.2.5"
 
@@ -1653,8 +1682,8 @@ optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -1665,19 +1694,19 @@ dev = ["pre-commit", "pytest-asyncio", "tox"]
 
 [[package]]
 name = "pytest-xdist"
-version = "3.7.0"
+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 = [
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 [package.dependencies]
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-psutil = { version = ">=3.0", optional = true, markers = "extra == \"psutil\"" }
+psutil = {version = ">=3.0", optional = true, markers = "extra == \"psutil\""}
 pytest = ">=7.0.0"
 
 [package.extras]
@@ -1693,8 +1722,8 @@ optional = false
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 [package.extras]
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 hiredis = ["hiredis (>=3.2.0)"]
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 ]
 
 [[package]]
@@ -1969,8 +1998,8 @@ optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
-    { file = "requests-2.32.4-py3-none-any.whl", hash = "sha256:27babd3cda2a6d50b30443204ee89830707d396671944c998b5975b031ac2b2c" },
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+    {file = "requests-2.32.4.tar.gz", hash = "sha256:27d0316682c8a29834d3264820024b62a36942083d52caf2f14c0591336d3422"},
 ]
 
 [package.dependencies]
@@ -1991,8 +2020,8 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 groups = ["main", "dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -2006,8 +2035,8 @@ optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
 files = [
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 ]
 
 [[package]]
@@ -2018,8 +2047,8 @@ optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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 ]
 
 [package.extras]
@@ -2028,14 +2057,14 @@ test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
 [[package]]
 name = "testcontainers"
-version = "4.10.0"
+version = "4.12.0"
 description = "Python library for throwaway instances of anything that can run in a Docker container"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -2049,7 +2078,7 @@ wrapt = "*"
 arangodb = ["python-arango (>=7.8,<8.0)"]
 aws = ["boto3", "httpx"]
 azurite = ["azure-storage-blob (>=12.19,<13.0)"]
-chroma = ["chromadb-client"]
+chroma = ["chromadb-client (>=1.0.0,<2.0.0)"]
 clickhouse = ["clickhouse-driver"]
 cosmosdb = ["azure-cosmos"]
 db2 = ["ibm_db_sa", "sqlalchemy"]
@@ -2066,6 +2095,7 @@ mssql = ["pymssql", "sqlalchemy"]
 mysql = ["pymysql[rsa]", "sqlalchemy"]
 nats = ["nats-py"]
 neo4j = ["neo4j"]
+openfga = ["openfga-sdk"]
 opensearch = ["opensearch-py"]
 oracle = ["oracledb", "sqlalchemy"]
 oracle-free = ["oracledb", "sqlalchemy"]
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 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -2135,41 +2165,41 @@ description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
-markers = "python_version < \"3.11\""
 files = [
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+]
+markers = {main = "python_version < \"3.11\"", dev = "python_full_version <= \"3.11.0a6\""}
 
 [[package]]
 name = "tqdm"
@@ -2179,12 +2209,12 @@ optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
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-colorama = { version = "*", markers = "platform_system == \"Windows\"" }
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
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 ]
 
 [package.dependencies]
-cffi = { version = ">=1.11", markers = "platform_python_implementation == \"PyPy\"" }
+cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\""}
 
 [package.extras]
 cffi = ["cffi (>=1.11)"]
@@ -2591,4 +2621,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.9,<3.14"
-content-hash = "f3f83e0aa67977625b2aeb549d7e7d097316610033ccf06b36356307ede3e5c8"
+content-hash = "799604c53e22a94ebdced861e5d135115999523e2a86917b5781ece727304f62"
diff --git a/pyproject.toml b/pyproject.toml
index e8d3087..fb5dd44 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,8 +1,8 @@
 [tool.poetry]
 name = "langgraph-checkpoint-redis"
-version = "0.1.0"
+version = "0.1.1"
 description = "Redis implementation of the LangGraph agent checkpoint saver and store."
-authors = ["Redis Inc. <applied.ai@redis.com>"]
+authors = ["Redis Inc. <applied.ai@redis.com>", "Brian Sam-Bodden <bsb@redis.io>"]
 license = "MIT"
 readme = "README.md"
 repository = "https://www.github.com/redis-developer/langgraph-redis"
@@ -19,30 +19,30 @@ packages = [{ include = "langgraph" }]
 
 [tool.poetry.dependencies]
 python = ">=3.9,<3.14"
-langgraph-checkpoint = ">=2.0.26"
+langgraph-checkpoint = ">=2.0.21,<3.0.0"
 redisvl = ">=0.5.1,<1.0.0"
 redis = "^6.2.0"
 orjson = "^3.9.0"
 tomli = { version = "^2.0.1", python = "<3.11" }
 
 [tool.poetry.group.dev.dependencies]
-langgraph = ">=0.3.0,<0.5.0"
+langgraph = ">=0.3.0"
 black = "^25.1.0"
-codespell = "^2.2.0"
-pytest = "^7.2.1"
-anyio = "^4.4.0"
-pytest-asyncio = "^0.21.1"
-pytest-xdist = { extras = ["psutil"], version = "^3.6.1" }
-pytest-mock = "^3.11.1"
+codespell = "^2.4.1"
+pytest = "^8.4.1"
+anyio = "^4.10.0"
+pytest-asyncio = "^1.1.0"
+pytest-xdist = { extras = ["psutil"], version = "^3.8.0" }
+pytest-mock = "^3.14.1"
 mypy = ">=1.11.0,<2"
 aioconsole = "^0.8.1"
-langchain-openai = "^0.3.2"
-testcontainers = "^4.9.1"
-isort = "^6.0.0"
+langchain-openai = "^0.3.30"
+testcontainers = "^4.12.0"
+isort = "^6.0.1"
 cryptography = { version = ">=44.0.1", markers = "python_version > '3.9.1'" }
-coverage = "^7.6.0"
-pytest-cov = "^6.0.0"
-vulture = "^2.13"
+coverage = "^7.10.3"
+pytest-cov = "^6.2.1"
+vulture = "^2.14"
 pympler = "^1.1"
 aiofiles = "^24.1.0"