diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index 9d866e39..b674a51a 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -9,3 +9,11 @@ updates:
     directory: "/" # Location of package manifests
     schedule:
       interval: "weekly"
+  - package-ecosystem: "pip"
+    directory: "/server" # Location of server package manifests
+    schedule:
+      interval: "weekly"
+  - package-ecosystem: "pip"
+    directory: "/mcp_server" # Location of server package manifests
+    schedule:
+      interval: "weekly"
\ No newline at end of file
diff --git a/.github/workflows/release-graphiti-core.yml b/.github/workflows/release-graphiti-core.yml
index 5c951c8b..e52209d3 100644
--- a/.github/workflows/release-graphiti-core.yml
+++ b/.github/workflows/release-graphiti-core.yml
@@ -4,9 +4,6 @@ on:
   push:
     tags: ["v*.*.*"]
 
-env:
-  POETRY_VERSION: "2.1.2"
-
 jobs:
   release:
     runs-on: ubuntu-latest
@@ -18,21 +15,23 @@ jobs:
       url: https://pypi.org/p/zep-cloud
     steps:
       - uses: actions/checkout@v4
-      - name: Install poetry
-        run: pipx install poetry==$POETRY_VERSION
       - name: Set up Python 3.10
         uses: actions/setup-python@v5
         with:
           python-version: "3.10"
-          cache: "poetry"
+      - name: Install uv
+        uses: astral-sh/setup-uv@v3
+        with:
+          version: "latest"
       - name: Compare pyproject version with tag
         run: |
           TAG_VERSION=${GITHUB_REF#refs/tags/}
-          if [ "$TAG_VERSION" != "v$(poetry version --short)" ]; then
-            echo "Tag version $TAG_VERSION does not match the project version $(poetry version --short)"
+          PROJECT_VERSION=$(uv run python -c "import tomllib; print('v' + tomllib.load(open('pyproject.toml', 'rb'))['project']['version'])")
+          if [ "$TAG_VERSION" != "$PROJECT_VERSION" ]; then
+            echo "Tag version $TAG_VERSION does not match the project version $PROJECT_VERSION"
             exit 1
           fi
       - name: Build project for distribution
-        run: poetry build
+        run: uv build
       - name: Publish package distributions to PyPI
         uses: pypa/gh-action-pypi-publish@release/v1
diff --git a/.github/workflows/typecheck.yml b/.github/workflows/typecheck.yml
index 7260eaec..f4ae01cd 100644
--- a/.github/workflows/typecheck.yml
+++ b/.github/workflows/typecheck.yml
@@ -17,20 +17,17 @@ jobs:
         uses: actions/setup-python@v5
         with:
           python-version: "3.10"
-      - name: Install Poetry
-        uses: snok/install-poetry@v1
+      - name: Install uv
+        uses: astral-sh/setup-uv@v3
         with:
-          version: 2.1.2
-          virtualenvs-create: true
-          virtualenvs-in-project: true
-          installer-parallel: true
+          version: "latest"
       - name: Install dependencies
-        run: poetry install --no-interaction --with dev
+        run: uv sync --extra dev
       - name: Run MyPy for graphiti-core
         shell: bash
         run: |
           set -o pipefail
-          poetry run mypy ./graphiti_core --show-column-numbers --show-error-codes | sed -E '
+          uv run mypy ./graphiti_core --show-column-numbers --show-error-codes | sed -E '
             s/^(.*):([0-9]+):([0-9]+): (error|warning): (.+) \[(.+)\]/::error file=\1,line=\2,endLine=\2,col=\3,title=\6::\5/;
             s/^(.*):([0-9]+):([0-9]+): note: (.+)/::notice file=\1,line=\2,endLine=\2,col=\3,title=Note::\4/;
           '
@@ -38,13 +35,13 @@ jobs:
         shell: bash
         run: |
           cd server
-          poetry install --no-interaction --with dev
+          uv sync --extra dev
       - name: Run MyPy for graph-service
         shell: bash
         run: |
           cd server
           set -o pipefail
-          poetry run mypy . --show-column-numbers --show-error-codes | sed -E '
+          uv run mypy . --show-column-numbers --show-error-codes | sed -E '
             s/^(.*):([0-9]+):([0-9]+): (error|warning): (.+) \[(.+)\]/::error file=\1,line=\2,endLine=\2,col=\3,title=\6::\5/;
             s/^(.*):([0-9]+):([0-9]+): note: (.+)/::notice file=\1,line=\2,endLine=\2,col=\3,title=Note::\4/;
           '
diff --git a/.github/workflows/unit_tests.yml b/.github/workflows/unit_tests.yml
index 5facdaad..a6782291 100644
--- a/.github/workflows/unit_tests.yml
+++ b/.github/workflows/unit_tests.yml
@@ -17,22 +17,14 @@ jobs:
         uses: actions/setup-python@v5
         with:
           python-version: "3.10"
-      - name: Load cached Poetry installation
-        uses: actions/cache@v4
+      - name: Install uv
+        uses: astral-sh/setup-uv@v3
         with:
-          path: ~/.local
-          key: poetry-${{ runner.os }}-${{ hashFiles('**/poetry.lock') }}
-      - name: Install Poetry
-        uses: snok/install-poetry@v1
-        with:
-          version: 2.1.2
-          virtualenvs-create: true
-          virtualenvs-in-project: true
-          installer-parallel: true
+          version: "latest"
       - name: Install dependencies
-        run: poetry install --no-interaction --no-root
+        run: uv sync --extra dev
       - name: Run non-integration tests
         env:
           PYTHONPATH: ${{ github.workspace }}
         run: |
-          poetry run pytest -m "not integration"
+          uv run pytest -m "not integration"
diff --git a/.gitignore b/.gitignore
index 64247bd4..b5ae3f92 100644
--- a/.gitignore
+++ b/.gitignore
@@ -95,12 +95,11 @@ ipython_config.py
 #   install all needed dependencies.
 #Pipfile.lock
 
-# poetry
-#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
-#   This is especially recommended for binary packages to ensure reproducibility, and is more
-#   commonly ignored for libraries.
-#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
-#poetry.lock
+# uv
+#   It is generally recommended to include uv.lock in version control.
+#   This ensures reproducibility across different environments.
+#   https://docs.astral.sh/uv/concepts/projects/#lockfile
+# uv.lock
 
 # pdm
 #   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index b5b7156e..a70ce240 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -20,11 +20,11 @@ For **feature requests**, tell us the story of what you're trying to accomplish.
 
 For **bug reports**, we need enough context to reproduce the problem. Use the [GitHub issue tracker](https://github.com/getzep/graphiti/issues) and include:
 
--   A clear title that summarizes the specific problem
--   What you were trying to do when you encountered the bug
--   What you expected to happen
--   What actually happened
--   A code sample or test case that demonstrates the issue
+- A clear title that summarizes the specific problem
+- What you were trying to do when you encountered the bug
+- What you expected to happen
+- What actually happened
+- A code sample or test case that demonstrates the issue
 
 ### Share Your Use Cases
 
@@ -46,78 +46,78 @@ Once you've found an issue tagged with "good first issue" or "help wanted," or p
 
 1. Fork the repository on GitHub.
 2. Clone your fork locally:
-    ```
-    git clone https://github.com/getzep/graphiti
-    cd graphiti
-    ```
+   ```
+   git clone https://github.com/getzep/graphiti
+   cd graphiti
+   ```
 3. Set up your development environment:
 
-    - Ensure you have Python 3.10+ installed.
-    - Install Poetry: https://python-poetry.org/docs/#installation
-    - Install project dependencies:
-        ```
-        make install
-        ```
-    - To run integration tests, set the appropriate environment variables
+   - Ensure you have Python 3.10+ installed.
+   - Install uv: https://docs.astral.sh/uv/getting-started/installation/
+   - Install project dependencies:
+     ```
+     make install
+     ```
+   - To run integration tests, set the appropriate environment variables
 
-        ```
-        export TEST_OPENAI_API_KEY=...
-        export TEST_OPENAI_MODEL=...
-        export TEST_ANTHROPIC_API_KEY=...
-        
-        # For Neo4j
-        export TEST_URI=neo4j://...
-        export TEST_USER=...
-        export TEST_PASSWORD=...
-        ```
+     ```
+     export TEST_OPENAI_API_KEY=...
+     export TEST_OPENAI_MODEL=...
+     export TEST_ANTHROPIC_API_KEY=...
+
+     # For Neo4j
+     export TEST_URI=neo4j://...
+     export TEST_USER=...
+     export TEST_PASSWORD=...
+     ```
 
 ## Making Changes
 
 1. Create a new branch for your changes:
-    ```
-    git checkout -b your-branch-name
-    ```
+   ```
+   git checkout -b your-branch-name
+   ```
 2. Make your changes in the codebase.
 3. Write or update tests as necessary.
 4. Run the tests to ensure they pass:
-    ```
-    make test
-    ```
+   ```
+   make test
+   ```
 5. Format your code:
-    ```
-    make format
-    ```
+   ```
+   make format
+   ```
 6. Run linting checks:
-    ```
-    make lint
-    ```
+   ```
+   make lint
+   ```
 
 ## Submitting Changes
 
 1. Commit your changes:
-    ```
-    git commit -m "Your detailed commit message"
-    ```
+   ```
+   git commit -m "Your detailed commit message"
+   ```
 2. Push to your fork:
-    ```
-    git push origin your-branch-name
-    ```
+   ```
+   git push origin your-branch-name
+   ```
 3. Submit a pull request through the GitHub website to https://github.com/getzep/graphiti.
 
 ## Pull Request Guidelines
 
--   Provide a clear title and description of your changes.
--   Include any relevant issue numbers in the PR description.
--   Ensure all tests pass and there are no linting errors.
--   Update documentation if you're changing functionality.
+- Provide a clear title and description of your changes.
+- Include any relevant issue numbers in the PR description.
+- Ensure all tests pass and there are no linting errors.
+- Update documentation if you're changing functionality.
 
 ## Code Style and Quality
 
 We use several tools to maintain code quality:
 
--   Ruff for linting and formatting
--   Mypy for static type checking
--   Pytest for testing
+- Ruff for linting and formatting
+- Mypy for static type checking
+- Pytest for testing
 
 Before submitting a pull request, please run:
 
diff --git a/Dockerfile b/Dockerfile
index 9e47413e..a11e5191 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,43 +1,87 @@
-# Build stage
+# syntax=docker/dockerfile:1.9
 FROM python:3.12-slim as builder
 
 WORKDIR /app
 
-# Install system dependencies
+# Install system dependencies for building
 RUN apt-get update && apt-get install -y --no-install-recommends \
     gcc \
+    curl \
+    ca-certificates \
     && rm -rf /var/lib/apt/lists/*
 
-# Install Poetry
-RUN pip install --no-cache-dir poetry
+# Install uv using the installer script
+ADD https://astral.sh/uv/install.sh /uv-installer.sh
+RUN sh /uv-installer.sh && rm /uv-installer.sh
+ENV PATH="/root/.local/bin:$PATH"
 
-# Copy only the files needed for installation
-COPY ./pyproject.toml ./poetry.lock* ./README.md /app/
-COPY ./graphiti_core /app/graphiti_core
-COPY ./server/pyproject.toml ./server/poetry.lock* /app/server/
+# Configure uv for optimal Docker usage
+ENV UV_COMPILE_BYTECODE=1 \
+    UV_LINK_MODE=copy \
+    UV_PYTHON_DOWNLOADS=never
 
-RUN poetry config virtualenvs.create false 
+# Copy and build main graphiti-core project
+COPY ./pyproject.toml ./README.md ./
+COPY ./graphiti_core ./graphiti_core
 
-# Install the local package
-RUN poetry build && pip install dist/*.whl
+# Build graphiti-core wheel
+RUN --mount=type=cache,target=/root/.cache/uv \
+    uv build
 
-# Install server dependencies
-WORKDIR /app/server
-RUN poetry install --no-interaction --no-ansi --only main --no-root
+# Install the built wheel to make it available for server
+RUN --mount=type=cache,target=/root/.cache/uv \
+    pip install dist/*.whl
 
+# Runtime stage - build the server here
 FROM python:3.12-slim
 
-# Copy only the necessary files from the builder stage
-COPY --from=builder /usr/local/lib/python3.12/site-packages /usr/local/lib/python3.12/site-packages
-COPY --from=builder /usr/local/bin /usr/local/bin
+# Install uv using the installer script
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    curl \
+    ca-certificates \
+    && rm -rf /var/lib/apt/lists/*
 
-# Create the app directory and copy server files
+ADD https://astral.sh/uv/install.sh /uv-installer.sh
+RUN sh /uv-installer.sh && rm /uv-installer.sh
+ENV PATH="/root/.local/bin:$PATH"
+
+# Configure uv for runtime
+ENV UV_COMPILE_BYTECODE=1 \
+    UV_LINK_MODE=copy \
+    UV_PYTHON_DOWNLOADS=never
+
+# Create non-root user
+RUN groupadd -r app && useradd -r -d /app -g app app
+
+# Copy graphiti-core wheel from builder
+COPY --from=builder /app/dist/*.whl /tmp/
+
+# Install graphiti-core wheel first
+RUN --mount=type=cache,target=/root/.cache/uv \
+    uv pip install --system /tmp/*.whl
+
+# Set up the server application
 WORKDIR /app
-COPY ./server /app
+COPY ./server/pyproject.toml ./server/README.md ./server/uv.lock ./
+COPY ./server/graph_service ./graph_service
+
+# Install server dependencies and application
+RUN --mount=type=cache,target=/root/.cache/uv \
+    uv sync --frozen --no-dev
+
+# Change ownership to app user
+RUN chown -R app:app /app
 
 # Set environment variables
-ENV PYTHONUNBUFFERED=1
-ENV PORT=8000
-# Command to run the application
+ENV PYTHONUNBUFFERED=1 \
+    PATH="/app/.venv/bin:$PATH"
 
-CMD uvicorn graph_service.main:app --host 0.0.0.0 --port $PORT
\ No newline at end of file
+# Switch to non-root user
+USER app
+
+# Set port
+ENV PORT=8000
+EXPOSE $PORT
+
+# Use uv run for execution
+CMD ["uv", "run", "uvicorn", "graph_service.main:app", "--host", "0.0.0.0", "--port", "8000"]
\ No newline at end of file
diff --git a/Makefile b/Makefile
index 7ed115af..7a292c3b 100644
--- a/Makefile
+++ b/Makefile
@@ -2,17 +2,17 @@
 
 # Define variables
 PYTHON = python3
-POETRY = poetry
-PYTEST = $(POETRY) run pytest
-RUFF = $(POETRY) run ruff
-MYPY = $(POETRY) run mypy
+UV = uv
+PYTEST = $(UV) run pytest
+RUFF = $(UV) run ruff
+MYPY = $(UV) run mypy
 
 # Default target
 all: format lint test
 
 # Install dependencies
 install:
-	$(POETRY) install --with dev
+	$(UV) sync --extra dev
 
 # Format code
 format:
diff --git a/README.md b/README.md
index c03d2de8..1a170b6b 100644
--- a/README.md
+++ b/README.md
@@ -128,7 +128,7 @@ pip install graphiti-core
 or
 
 ```bash
-poetry add graphiti-core
+uv add graphiti-core
 ```
 
 You can also install optional LLM providers as extras:
@@ -261,11 +261,11 @@ Graphiti supports Google's Gemini models for both LLM inference and embeddings.
 Install Graphiti:
 
 ```bash
-poetry add "graphiti-core[google-genai]"
+uv add "graphiti-core[google-genai]"
 
 # or
 
-uv add "graphiti-core[google-genai]"
+pip install "graphiti-core[google-genai]"
 ```
 
 ```python
@@ -302,10 +302,9 @@ graphiti = Graphiti(
 
 Graphiti supports Ollama for running local LLMs and embedding models via Ollama's OpenAI-compatible API. This is ideal for privacy-focused applications or when you want to avoid API costs.
 
-
 Install the models:
-ollama pull deepseek-r1:7b         # LLM
-ollama pull nomic-embed-text       # embeddings
+ollama pull deepseek-r1:7b # LLM
+ollama pull nomic-embed-text # embeddings
 
 ```python
 from graphiti_core import Graphiti
@@ -346,7 +345,6 @@ graphiti = Graphiti(
 
 Ensure Ollama is running (`ollama serve`) and that you have pulled the models you want to use.
 
-
 ## Documentation
 
 - [Guides and API documentation](https://help.getzep.com/graphiti).
diff --git a/docker-compose.test.yml b/docker-compose.test.yml
index 34f38e2f..8ed07501 100644
--- a/docker-compose.test.yml
+++ b/docker-compose.test.yml
@@ -1,5 +1,3 @@
-version: '3.8'
-
 services:
   graph:
     image: graphiti-service:${GITHUB_SHA}
@@ -38,4 +36,4 @@ services:
       retries: 20
       start_period: 3s
     environment:
-      - NEO4J_AUTH=${NEO4J_USER}/${NEO4J_PASSWORD}
\ No newline at end of file
+      - NEO4J_AUTH=${NEO4J_USER}/${NEO4J_PASSWORD}
diff --git a/docker-compose.yml b/docker-compose.yml
index 5717e16d..0400692c 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,5 +1,3 @@
-version: "3.8"
-
 services:
   graph:
     build:
@@ -22,21 +20,25 @@ services:
         condition: service_healthy
     environment:
       - OPENAI_API_KEY=${OPENAI_API_KEY}
-      - NEO4J_URI=bolt://neo4j:${NEO4J_PORT}
+      - NEO4J_URI=bolt://neo4j:${NEO4J_PORT:-7687}
       - NEO4J_USER=${NEO4J_USER}
       - NEO4J_PASSWORD=${NEO4J_PASSWORD}
       - PORT=8000
   neo4j:
     image: neo4j:5.26.2
     healthcheck:
-      test: wget "http://localhost:${NEO4J_PORT}" || exit 1
+      test:
+        [
+          "CMD-SHELL",
+          "wget -qO- http://localhost:${NEO4J_PORT:-7474} || exit 1",
+        ]
       interval: 1s
       timeout: 10s
-      retries: 20
+      retries: 10
       start_period: 3s
     ports:
       - "7474:7474" # HTTP
-      - "${NEO4J_PORT}:${NEO4J_PORT}" # Bolt
+      - "${NEO4J_PORT:-7687}:${NEO4J_PORT:-7687}" # Bolt
     volumes:
       - neo4j_data:/data
     environment:
diff --git a/mcp_server/Dockerfile b/mcp_server/Dockerfile
index 83c51949..0aa59763 100644
--- a/mcp_server/Dockerfile
+++ b/mcp_server/Dockerfile
@@ -1,28 +1,49 @@
-FROM python:3.11-slim
+# syntax=docker/dockerfile:1.9
+FROM python:3.12-slim
 
 WORKDIR /app
 
-# Install uv for package management
-RUN apt-get update && apt-get install -y curl && \
-    curl -LsSf https://astral.sh/uv/install.sh | sh && \
-    apt-get clean && rm -rf /var/lib/apt/lists/*
+# Install system dependencies
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    curl \
+    ca-certificates \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install uv using the installer script
+ADD https://astral.sh/uv/install.sh /uv-installer.sh
+RUN sh /uv-installer.sh && rm /uv-installer.sh
 
 # Add uv to PATH
 ENV PATH="/root/.local/bin:${PATH}"
 
-ENV MCP_SERVER_HOST="0.0.0.0"
+# Configure uv for optimal Docker usage
+ENV UV_COMPILE_BYTECODE=1 \
+    UV_LINK_MODE=copy \
+    UV_PYTHON_DOWNLOADS=never \
+    MCP_SERVER_HOST="0.0.0.0" \
+    PYTHONUNBUFFERED=1
 
-# Copy pyproject.toml and install dependencies
-COPY pyproject.toml .
-RUN uv sync
+# Create non-root user
+RUN groupadd -r app && useradd -r -d /app -g app app
+
+# Copy project files for dependency installation (better caching)
+COPY pyproject.toml uv.lock ./
+
+# Install dependencies first (better layer caching)
+RUN --mount=type=cache,target=/root/.cache/uv \
+    uv sync --frozen --no-dev
 
 # Copy application code
-COPY graphiti_mcp_server.py .
+COPY graphiti_mcp_server.py ./
 
+# Change ownership to app user
+RUN chown -R app:app /app
+
+# Switch to non-root user
+USER app
+
+# Expose port
 EXPOSE 8000
 
-# Set environment variables
-ENV PYTHONUNBUFFERED=1
-
 # Command to run the application
 CMD ["uv", "run", "graphiti_mcp_server.py"]
diff --git a/poetry.lock b/poetry.lock
deleted file mode 100644
index 7895d56f..00000000
--- a/poetry.lock
+++ /dev/null
@@ -1,5410 +0,0 @@
-# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand.
-
-[[package]]
-name = "aiohappyeyeballs"
-version = "2.6.1"
-description = "Happy Eyeballs for asyncio"
-optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-files = [
-    {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
-    {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
-]
-
-[[package]]
-name = "aiohttp"
-version = "3.11.16"
-description = "Async http client/server framework (asyncio)"
-optional = false
-python-versions = ">=3.9"
-groups = ["dev"]
-files = [
-    {file = "aiohttp-3.11.16-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:fb46bb0f24813e6cede6cc07b1961d4b04f331f7112a23b5e21f567da4ee50aa"},
-    {file = "aiohttp-3.11.16-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:54eb3aead72a5c19fad07219acd882c1643a1027fbcdefac9b502c267242f955"},
-    {file = "aiohttp-3.11.16-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:38bea84ee4fe24ebcc8edeb7b54bf20f06fd53ce4d2cc8b74344c5b9620597fd"},
-    {file = "aiohttp-3.11.16-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d0666afbe984f6933fe72cd1f1c3560d8c55880a0bdd728ad774006eb4241ecd"},
-    {file = "aiohttp-3.11.16-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:7ba92a2d9ace559a0a14b03d87f47e021e4fa7681dc6970ebbc7b447c7d4b7cd"},
-    {file = "aiohttp-3.11.16-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3ad1d59fd7114e6a08c4814983bb498f391c699f3c78712770077518cae63ff7"},
-    {file = "aiohttp-3.11.16-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:98b88a2bf26965f2015a771381624dd4b0839034b70d406dc74fd8be4cc053e3"},
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-]
-
-[package.dependencies]
-cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\""}
-
-[package.extras]
-cffi = ["cffi (>=1.11)"]
-
-[extras]
-anthropic = ["anthropic"]
-falkord-db = ["falkordb"]
-google-genai = ["google-genai"]
-groq = ["groq"]
-
-[metadata]
-lock-version = "2.1"
-python-versions = ">=3.10,<4"
-content-hash = "174225be87b33ef6bd492cd7f399d6ac56e434ab22ce37b6a893cd8ceb5b6f3b"
diff --git a/pyproject.toml b/pyproject.toml
index a6009c12..d4c3f383 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,7 +10,6 @@ authors = [
 readme = "README.md"
 license = "Apache-2.0"
 requires-python = ">=3.10,<4"
-packages = [{ include = "graphiti_core", from = "." }]
 dependencies = [
     "pydantic>=2.11.5",
     "neo4j>=5.26.0",
@@ -29,34 +28,31 @@ Repository = "https://github.com/getzep/graphiti"
 anthropic = ["anthropic>=0.49.0"]
 groq = ["groq>=0.2.0"]
 google-genai = ["google-genai>=1.8.0"]
-falkord-db = ["falkordb (>=1.1.2,<2.0.0)"]
-
-[tool.poetry.group.dev.dependencies]
-mypy = ">=1.11.1"
-groq = ">=0.2.0"
-anthropic = ">=0.49.0"
-google-genai = ">=1.8.0"
-ipykernel = ">=6.29.5"
-jupyterlab = ">=4.2.4"
-diskcache-stubs = ">=5.6.3.6.20240818"
-langgraph = ">=0.2.15"
-langchain-anthropic = ">=0.2.4"
-langsmith = ">=0.1.108"
-langchain-openai = ">=0.2.6"
-sentence-transformers = ">=3.2.1"
-transformers = ">=4.45.2"
-voyageai = ">=0.2.3"
-pytest = ">=8.3.3"
-pytest-asyncio = ">=0.24.0"
-pytest-xdist = ">=3.6.1"
-ruff = ">=0.7.1"
+falkord-db = ["falkordb>=1.1.2,<2.0.0"]
+dev = [
+    "mypy>=1.11.1",
+    "groq>=0.2.0",
+    "anthropic>=0.49.0",
+    "google-genai>=1.8.0",
+    "ipykernel>=6.29.5",
+    "jupyterlab>=4.2.4",
+    "diskcache-stubs>=5.6.3.6.20240818",
+    "langgraph>=0.2.15",
+    "langchain-anthropic>=0.2.4",
+    "langsmith>=0.1.108",
+    "langchain-openai>=0.2.6",
+    "sentence-transformers>=3.2.1",
+    "transformers>=4.45.2",
+    "voyageai>=0.2.3",
+    "pytest>=8.3.3",
+    "pytest-asyncio>=0.24.0",
+    "pytest-xdist>=3.6.1",
+    "ruff>=0.7.1",
+]
 
 [build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
-
-[tool.poetry]
-requires-poetry = ">=2.0"
+requires = ["hatchling"]
+build-backend = "hatchling.build"
 
 [tool.pytest.ini_options]
 pythonpath = ["."]
@@ -86,8 +82,13 @@ quote-style = "single"
 indent-style = "space"
 docstring-code-format = true
 
-[mypy-falkordb]
+[tool.mypy]
+packages = ["graphiti_core"]
+
+[[tool.mypy.overrides]]
+module = "falkordb"
 ignore_missing_imports = true
 
-[mypy-falkordb.asyncio]
+[[tool.mypy.overrides]]
+module = "falkordb.asyncio"
 ignore_missing_imports = true
diff --git a/server/Makefile b/server/Makefile
index 23bb46a0..1ada45d1 100644
--- a/server/Makefile
+++ b/server/Makefile
@@ -2,17 +2,17 @@
 
 # Define variables
 PYTHON = python3
-POETRY = poetry
-PYTEST = $(POETRY) run pytest
-RUFF = $(POETRY) run ruff
-MYPY = $(POETRY) run mypy
+UV = uv
+PYTEST = $(UV) run pytest
+RUFF = $(UV) run ruff
+MYPY = $(UV) run mypy
 
 # Default target
 all: format lint test
 
 # Install dependencies
 install:
-	$(POETRY) install --with dev
+	$(UV) sync --extra dev
 
 # Format code
 format:
diff --git a/server/poetry.lock b/server/poetry.lock
deleted file mode 100644
index 2a090245..00000000
--- a/server/poetry.lock
+++ /dev/null
@@ -1,1442 +0,0 @@
-# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
-
-[[package]]
-name = "annotated-types"
-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"},
-]
-
-[[package]]
-name = "anyio"
-version = "4.9.0"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
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-
-[metadata]
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-python-versions = "^3.10"
-content-hash = "c89b798bc1d33e6bb0bb39342362785d694487ad4f056942337eeb6528c96929"
diff --git a/server/pyproject.toml b/server/pyproject.toml
index 6666df20..2f590b30 100644
--- a/server/pyproject.toml
+++ b/server/pyproject.toml
@@ -1,33 +1,38 @@
-[tool.poetry]
+[project]
 name = "graph-service"
 version = "0.1.0"
 description = "Zep Graph service implementing Graphiti package"
-authors = ["Paul Paliychuk <paul@getzep.com>"]
+authors = [
+    { "name" = "Paul Paliychuk", "email" = "paul@getzep.com" },
+]
 readme = "README.md"
-packages = [{ include = "graph_service" }]
+requires-python = ">=3.10"
+dependencies = [
+    "fastapi>=0.115.0",
+    "graphiti-core",
+    "pydantic-settings>=2.4.0",
+    "uvicorn>=0.30.6",
+    "httpx>=0.28.1",
+]
 
-
-[tool.poetry.dependencies]
-python = "^3.10"
-fastapi = "^0.115.0"
-graphiti-core = { path = "../" }
-pydantic-settings = "^2.4.0"
-uvicorn = "^0.30.6"
-httpx = "^0.28.1"
-
-[tool.poetry.group.dev.dependencies]
-pydantic = "^2.8.2"
-mypy = "^1.11.1"
-pytest = "^8.3.2"
-python-dotenv = "^1.0.1"
-pytest-asyncio = "^0.24.0"
-pytest-xdist = "^3.6.1"
-ruff = "^0.6.2"
-fastapi-cli = "^0.0.5"
+[project.optional-dependencies]
+dev = [
+    "pydantic>=2.8.2",
+    "mypy>=1.11.1",
+    "pytest>=8.3.2",
+    "python-dotenv>=1.0.1",
+    "pytest-asyncio>=0.24.0",
+    "pytest-xdist>=3.6.1",
+    "ruff>=0.6.2",
+    "fastapi-cli>=0.0.5",
+]
 
 [build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[tool.hatch.build.targets.wheel]
+packages = ["graph_service"]
 
 [tool.pytest.ini_options]
 pythonpath = ["."]
diff --git a/server/uv.lock b/server/uv.lock
new file mode 100644
index 00000000..2fd30027
--- /dev/null
+++ b/server/uv.lock
@@ -0,0 +1,1159 @@
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new file mode 100644
index 00000000..73c3fceb
--- /dev/null
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