diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 918cd90..5a6172d 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -12,7 +12,6 @@ jobs:
       fail-fast: false
       matrix:
         python-version: ["3.12"]
-        poetry-version: [latest]
         os: [ubuntu-latest]
     
     runs-on: ${{ matrix.os }}
@@ -35,15 +34,16 @@ jobs:
     steps:
       - uses: actions/checkout@v4
 
-      - uses: actions/setup-python@v5
+      - name: Install uv
+        uses: astral-sh/setup-uv@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
         with:
           python-version: ${{ matrix.python-version }}
 
-      - name: Install and configure Poetry
-        uses: snok/install-poetry@v1
-
       - name: Install project
-        run: poetry install
+        run: uv sync --all-extras --dev
 
       - name: Set env variables for pytest
         run: |
@@ -68,7 +68,7 @@ jobs:
           [ -n "$RESEND_API_KEY" ]
 
       - name: Run type checking with mypy
-        run: poetry run mypy .
+        run: uv run mypy .
 
       - name: Run tests with pytest
-        run: poetry run pytest -s tests/
+        run: uv run pytest tests/
diff --git a/README.md b/README.md
index dd54732..419edde 100644
--- a/README.md
+++ b/README.md
@@ -55,7 +55,7 @@ to deploy to any major cloud hosting platform.
 
 **Additional technologies:**
 
-- [Poetry](https://python-poetry.org/): Python dependency manager
+- [uv](https://docs.astral.sh/uv/): Python dependency manager
 - [Pytest](https://docs.pytest.org/en/7.4.x/): testing framework
 - [Docker](https://www.docker.com/): development containerization
 - [Github Actions](https://docs.github.com/en/actions): CI/CD pipeline
@@ -72,56 +72,73 @@ to deploy to any major cloud hosting platform.
 For comprehensive installation instructions, see the [installation
 page](https://promptlytechnologies.com/fastapi-jinja2-postgres-webapp/docs/installation.html).
 
-### Python and Docker
+### uv
 
-- [Python 3.12 or higher](https://www.python.org/downloads/)
-- [Docker and Docker Compose](https://docs.docker.com/get-docker/)
+MacOS and Linux:
 
-### PostgreSQL headers
+``` bash
+wget -qO- https://astral.sh/uv/install.sh | sh
+```
 
-For Ubuntu/Debian:
+Windows:
 
 ``` bash
-sudo apt update && sudo apt install -y python3-dev libpq-dev
+powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"
 ```
 
-For macOS:
+See the [uv installation
+docs](https://docs.astral.sh/uv/getting-started/installation/) for more
+information.
+
+### Python
+
+Install Python 3.12 or higher from either the official [downloads
+page](https://www.python.org/downloads/) or using uv:
 
 ``` bash
-brew install postgresql
+# Installs the latest version
+uv python install
 ```
 
-For Windows:
+### Docker and Docker Compose
 
-- No installation required
+Install Docker Desktop and Coker Compose for your operating system by
+following the [instructions in the
+documentation](https://docs.docker.com/compose/install/).
 
-### Python dependencies
+### PostgreSQL headers
 
-1.  Install Poetry
+For Ubuntu/Debian:
 
 ``` bash
-pipx install poetry
+sudo apt update && sudo apt install -y python3-dev libpq-dev
 ```
 
-2.  Install project dependencies
+For macOS:
 
 ``` bash
-poetry install
+brew install postgresql
 ```
 
-3.  Activate shell
+For Windows:
+
+- No installation required
+
+### Python dependencies
+
+From the root directory, run:
 
 ``` bash
-poetry shell
+uv venv
+uv sync
 ```
 
-(Note: You will need to activate the shell every time you open a new
-terminal session. Alternatively, you can use the `poetry run` prefix
-before other commands to run them without activating the shell.)
+This will create an in-project virtual environment and install all
+dependencies.
 
 ### Set environment variables
 
-Copy .env.example to .env with `cp .env.example .env`.
+Copy `.env.example` to `.env` with `cp .env.example .env`.
 
 Generate a 256 bit secret key with `openssl rand -base64 32` and paste
 it into the .env file.
@@ -134,6 +151,9 @@ account, verify a domain, get an API key, and paste the API key into the
 
 ### Start development database
 
+To start the development database, run the following command in your
+terminal from the root directory:
+
 ``` bash
 docker compose up -d
 ```
@@ -155,14 +175,31 @@ Navigate to http://localhost:8000/
 mypy .
 ```
 
-### Contributing
+## Developing with LLMs
+
+In line with the [llms.txt standard](https://llmstxt.org/), we have
+provided a Markdown-formatted prompt—designed to help LLM agents
+understand how to work with this template—as a text file:
+[llms.txt](docs/static/llms.txt).
+
+One use case for this file, if using the Cursor IDE, is to rename it to
+`.cursorrules` and place it in your project directory (see the [Cursor
+docs](https://docs.cursor.com/context/rules-for-ai) on this for more
+information). Alternatively, you could use it as a custom system prompt
+in the web interface for ChatGPT, Claude, or the LLM of your choice.
+
+We have also exposed the full Markdown-formatted project documentation
+as a [single text file](docs/static/documentation.txt) for easy
+downloading and embedding for RAG workflows.
+
+## Contributing
 
 Your contributions are welcome! See the [issues
 page](https://github.com/promptly-technologies-llc/fastapi-jinja2-postgres-webapp/issues)
 for ideas. Fork the repository, create a new branch, make your changes,
 and submit a pull request.
 
-### License
+## License
 
 This project is created and maintained by [Promptly Technologies,
 LLC](https://promptlytechnologies.com/) and licensed under the MIT
diff --git a/docs/customization.qmd b/docs/customization.qmd
index 9cebc65..e02593d 100644
--- a/docs/customization.qmd
+++ b/docs/customization.qmd
@@ -4,18 +4,23 @@ title: "Customization"
 
 ## Development workflow
 
-### Dependency management with Poetry
+### Dependency management with `uv`
 
-The project uses Poetry to manage dependencies:
+The project uses `uv` to manage dependencies:
 
-- Add new dependency: `poetry add <dependency>`
-- Add development dependency: `poetry add --dev <dependency>`
-- Remove dependency: `poetry remove <dependency>`
-- Update lock file: `poetry lock`
-- Install dependencies: `poetry install`
-- Update all dependencies: `poetry update`
+- Add new dependency: `uv add <dependency>`
+- Add development dependency: `uv add --dev <dependency>`
+- Remove dependency: `uv remove <dependency>`
+- Update lock file: `uv lock`
+- Install all dependencies: `uv sync`
+- Install only production dependencies: `uv sync --no-dev`
+- Upgrade dependencies: `uv lock --upgrade`
 
-If you are using VSCode or Cursor as your IDE, you will need to select the Poetry-managed Python version as your interpreter for the project. To find the location of the Poetry-managed Python interpreter, run `poetry env info` and look for the `Path` field. Then, in VSCode, go to `View > Command Palette`, search for `Python: Select Interpreter`, and either select Poetry's Python version from the list (if it has been auto-detected) or "Enter interpreter path" manually.
+### IDE configuration
+
+If you are using VSCode or Cursor as your IDE, you will need to select the `uv`-managed Python version as your interpreter for the project. Go to `View > Command Palette`, search for `Python: Select Interpreter`, and select the Python version labeled `('.venv':venv)`.
+
+If your IDE does not automatically detect and display this option, you can manually select the interpreter by selecting "Enter interpreter path" and then navigating to the `.venv/bin/python` subfolder in your project directory.
 
 ### Testing
 
diff --git a/docs/installation.qmd b/docs/installation.qmd
index 4a1823d..e85c13b 100644
--- a/docs/installation.qmd
+++ b/docs/installation.qmd
@@ -9,9 +9,12 @@ If you use VSCode with Docker to develop in a container, the following VSCode De
 ``` json
 {
 	"name": "Python 3",
-	"image": "mcr.microsoft.com/devcontainers/python:1-3.12-bullseye",
-	"postCreateCommand": "sudo apt update && sudo apt install -y python3-dev libpq-dev graphviz && pipx install poetry && poetry install && poetry shell",
+	"image": "mcr.microsoft.com/devcontainers/python:1-3.12-bookworm",
+	"postCreateCommand": "sudo apt update && sudo apt install -y python3-dev libpq-dev graphviz && uv venv && uv sync",
 	"features": {
+		"ghcr.io/va-h/devcontainers-features/uv:1": {
+			"version": "latest"
+		},
 		"ghcr.io/devcontainers/features/docker-outside-of-docker:1": {},
 		"ghcr.io/rocker-org/devcontainer-features/quarto-cli:1": {}
 	}
@@ -24,10 +27,34 @@ Simply create a `.devcontainer` folder in the root of the project and add a `dev
 
 ## Install development dependencies manually
 
-### Python and Docker
+### uv
 
-- [Python 3.12 or higher](https://www.python.org/downloads/)
-- [Docker and Docker Compose](https://docs.docker.com/get-docker/)
+MacOS and Linux:
+
+``` bash
+wget -qO- https://astral.sh/uv/install.sh | sh
+```
+
+Windows:
+
+``` bash
+powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"
+```
+
+See the [uv installation docs](https://docs.astral.sh/uv/getting-started/installation/) for more information.
+
+### Python
+
+Install Python 3.12 or higher from either the official [downloads page](https://www.python.org/downloads/) or using uv:
+
+``` bash
+# Installs the latest version
+uv python install
+```
+
+### Docker and Docker Compose
+
+Install Docker Desktop and Docker Compose for your operating system by following the [instructions in the documentation](https://docs.docker.com/compose/install/).
 
 ### PostgreSQL headers
 
@@ -49,31 +76,25 @@ For Windows:
 
 ### Python dependencies
 
-1.  Install Poetry
+From the root directory, run:
 
 ``` bash
-pipx install poetry
+uv venv
 ```
 
-2.  Install project dependencies
+This will create an in-project virtual environment. Then run:
 
 ``` bash
-poetry install
+uv sync
 ```
 
-(Note: if `psycopg2` installation fails with a `ChefBuildError`, you just need to install the PostgreSQL headers first and then try again.)
-
-3.  Activate shell
-
-``` bash
-poetry shell
-```
+This will install all dependencies.
 
-(Note: You will need to activate the shell every time you open a new terminal session. Alternatively, you can use the `poetry run` prefix before other commands to run them without activating the shell.)
+(Note: if `psycopg2` installation fails, you probably just need to install the PostgreSQL headers first and then try again.)
 
 ### Configure IDE
 
-If you are using VSCode or Cursor as your IDE, you will need to select the Poetry-managed Python version as your interpreter for the project. To find the location of the Poetry-managed Python interpreter, run `poetry env info` and look for the `Path` field. Then, in VSCode, go to `View > Command Palette`, search for `Python: Select Interpreter`, and either select Poetry's Python version from the list (if it has been auto-detected) or "Enter interpreter path" manually.
+If you are using VSCode or Cursor as your IDE, you will need to select the `uv`-managed Python version as your interpreter for the project. Go to `View > Command Palette`, search for `Python: Select Interpreter`, and select the Python version labeled `('.venv':venv)`.
 
 It is also recommended to install the [Python](https://marketplace.visualstudio.com/items?itemName=ms-python.python) and [Quarto](https://marketplace.visualstudio.com/items?itemName=quarto.quarto) IDE extensions.
 
diff --git a/docs/static/auth_flow.png b/docs/static/auth_flow.png
index 2f331be..2e49769 100644
Binary files a/docs/static/auth_flow.png and b/docs/static/auth_flow.png differ
diff --git a/docs/static/data_flow.png b/docs/static/data_flow.png
index 0297c6c..5324b86 100644
Binary files a/docs/static/data_flow.png and b/docs/static/data_flow.png differ
diff --git a/docs/static/documentation.txt b/docs/static/documentation.txt
index 2669ef8..f15677b 100644
--- a/docs/static/documentation.txt
+++ b/docs/static/documentation.txt
@@ -35,7 +35,7 @@ The design philosophy of the template is to prefer low-level, best-in-class open
 
 **Additional technologies:**
 
-- [Poetry](https://python-poetry.org/): Python dependency manager
+- [uv](https://docs.astral.sh/uv/): Python dependency manager
 - [Pytest](https://docs.pytest.org/en/7.4.x/): testing framework
 - [Docker](https://www.docker.com/): development containerization
 - [Github Actions](https://docs.github.com/en/actions): CI/CD pipeline
@@ -48,54 +48,67 @@ The design philosophy of the template is to prefer low-level, best-in-class open
 
 For comprehensive installation instructions, see the [installation page](https://promptlytechnologies.com/fastapi-jinja2-postgres-webapp/docs/installation.html).
 
-### Python and Docker
+### uv
 
-- [Python 3.12 or higher](https://www.python.org/downloads/)
-- [Docker and Docker Compose](https://docs.docker.com/get-docker/)
+MacOS and Linux:
 
-### PostgreSQL headers
+``` bash
+wget -qO- https://astral.sh/uv/install.sh | sh
+```
 
-For Ubuntu/Debian:
+Windows:
 
 ``` bash
-sudo apt update && sudo apt install -y python3-dev libpq-dev
+powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"
 ```
 
-For macOS:
+See the [uv installation docs](https://docs.astral.sh/uv/getting-started/installation/) for more information.
+
+### Python
+
+Install Python 3.12 or higher from either the official [downloads page](https://www.python.org/downloads/) or using uv:
 
 ``` bash
-brew install postgresql
+# Installs the latest version
+uv python install
 ```
 
-For Windows:
+### Docker and Docker Compose
 
-- No installation required
+Install Docker Desktop and Coker Compose for your operating system by following the [instructions in the documentation](https://docs.docker.com/compose/install/).
 
-### Python dependencies
+### PostgreSQL headers
 
-1.  Install Poetry
+For Ubuntu/Debian:
 
 ``` bash
-pipx install poetry
+sudo apt update && sudo apt install -y python3-dev libpq-dev
 ```
 
-2.  Install project dependencies
+For macOS:
 
 ``` bash
-poetry install
+brew install postgresql
 ```
 
-3.  Activate shell
+For Windows:
+
+- No installation required
+
+### Python dependencies
+
+From the root directory, run:
 
 ``` bash
-poetry shell
+uv venv
+uv sync
 ```
 
-(Note: You will need to activate the shell every time you open a new terminal session. Alternatively, you can use the `poetry run` prefix before other commands to run them without activating the shell.)
+This will create an in-project virtual environment and install all dependencies.
 
 ### Set environment variables
 
-Copy .env.example to .env with `cp .env.example .env`.
+Copy `.env.example` to `.env` with `cp .env.example .env`.
 
 Generate a 256 bit secret key with `openssl rand -base64 32` and paste it into the .env file.
 
@@ -510,9 +523,12 @@ If you use VSCode with Docker to develop in a container, the following VSCode De
 ``` json
 {
 	"name": "Python 3",
-	"image": "mcr.microsoft.com/devcontainers/python:1-3.12-bullseye",
-	"postCreateCommand": "sudo apt update && sudo apt install -y python3-dev libpq-dev graphviz && pipx install poetry && poetry install && poetry shell",
+	"image": "mcr.microsoft.com/devcontainers/python:1-3.12-bookworm",
+	"postCreateCommand": "sudo apt update && sudo apt install -y python3-dev libpq-dev graphviz && uv venv && uv sync",
 	"features": {
+		"ghcr.io/va-h/devcontainers-features/uv:1": {
+			"version": "latest"
+		},
 		"ghcr.io/devcontainers/features/docker-outside-of-docker:1": {},
 		"ghcr.io/rocker-org/devcontainer-features/quarto-cli:1": {}
 	}
@@ -525,10 +541,34 @@ Simply create a `.devcontainer` folder in the root of the project and add a `dev
 
 ## Install development dependencies manually
 
-### Python and Docker
+### uv
+
+MacOS and Linux:
+
+``` bash
+wget -qO- https://astral.sh/uv/install.sh | sh
+```
+
+Windows:
+
+``` bash
+powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"
+```
+
+See the [uv installation docs](https://docs.astral.sh/uv/getting-started/installation/) for more information.
 
-- [Python 3.12 or higher](https://www.python.org/downloads/)
-- [Docker and Docker Compose](https://docs.docker.com/get-docker/)
+### Python
+
+Install Python 3.12 or higher from either the official [downloads page](https://www.python.org/downloads/) or using uv:
+
+``` bash
+# Installs the latest version
+uv python install
+```
+
+### Docker and Docker Compose
+
+Install Docker Desktop and Docker Compose for your operating system by following the [instructions in the documentation](https://docs.docker.com/compose/install/).
 
 ### PostgreSQL headers
 
@@ -550,29 +590,25 @@ For Windows:
 
 ### Python dependencies
 
-1.  Install Poetry
+From the root directory, run:
 
 ``` bash
-pipx install poetry
+uv venv
 ```
 
-2.  Install project dependencies
+This will create an in-project virtual environment. Then run:
 
 ``` bash
-poetry install
+uv sync
 ```
 
-3.  Activate shell
+This will install all dependencies.
 
-``` bash
-poetry shell
-```
-
-(Note: You will need to activate the shell every time you open a new terminal session. Alternatively, you can use the `poetry run` prefix before other commands to run them without activating the shell.)
+(Note: if `psycopg2` installation fails, you probably just need to install the PostgreSQL headers first and then try again.)
 
 ### Configure IDE
 
-If you are using VSCode or Cursor as your IDE, you will need to select the Poetry-managed Python version as your interpreter for the project. To find the location of the Poetry-managed Python interpreter, run `poetry env info` and look for the `Path` field. Then, in VSCode, go to `View > Command Palette`, search for `Python: Select Interpreter`, and either select Poetry's Python version from the list (if it has been auto-detected) or "Enter interpreter path" manually.
+If you are using VSCode or Cursor as your IDE, you will need to select the `uv`-managed Python version as your interpreter for the project. Go to `View > Command Palette`, search for `Python: Select Interpreter`, and select the Python version labeled `('.venv':venv)`.
 
 It is also recommended to install the [Python](https://marketplace.visualstudio.com/items?itemName=ms-python.python) and [Quarto](https://marketplace.visualstudio.com/items?itemName=quarto.quarto) IDE extensions.
 
@@ -656,18 +692,23 @@ mypy .
 
 ## Development workflow
 
-### Dependency management with Poetry
+### Dependency management with `uv`
+
+The project uses `uv` to manage dependencies:
+
+- Add new dependency: `uv add <dependency>`
+- Add development dependency: `uv add --dev <dependency>`
+- Remove dependency: `uv remove <dependency>`
+- Update lock file: `uv lock`
+- Install all dependencies: `uv sync`
+- Install only production dependencies: `uv sync --no-dev`
+- Upgrade dependencies: `uv lock --upgrade`
 
-The project uses Poetry to manage dependencies:
+### IDE configuration
 
-- Add new dependency: `poetry add <dependency>`
-- Add development dependency: `poetry add --dev <dependency>`
-- Remove dependency: `poetry remove <dependency>`
-- Update lock file: `poetry lock`
-- Install dependencies: `poetry install`
-- Update all dependencies: `poetry update`
+If you are using VSCode or Cursor as your IDE, you will need to select the `uv`-managed Python version as your interpreter for the project. Go to `View > Command Palette`, search for `Python: Select Interpreter`, and select the Python version labeled `('.venv':venv)`.
 
-If you are using VSCode or Cursor as your IDE, you will need to select the Poetry-managed Python version as your interpreter for the project. To find the location of the Poetry-managed Python interpreter, run `poetry env info` and look for the `Path` field. Then, in VSCode, go to `View > Command Palette`, search for `Python: Select Interpreter`, and either select Poetry's Python version from the list (if it has been auto-detected) or "Enter interpreter path" manually.
+If your IDE does not automatically detect and display this option, you can manually select the interpreter by selecting "Enter interpreter path" and then navigating to the `.venv/bin/python` subfolder in your project directory.
 
 ### Testing
 
diff --git a/docs/static/llms.txt b/docs/static/llms.txt
index 7d17f64..adc1692 100644
--- a/docs/static/llms.txt
+++ b/docs/static/llms.txt
@@ -72,4 +72,4 @@
 - Preserve existing comments and docstrings
 - Ensure all tests pass before submitting PR
 - Update .qmd documentation files for significant changes
-- Use Poetry for dependency management
\ No newline at end of file
+- Use uv for dependency management
\ No newline at end of file
diff --git a/docs/static/reset_flow.png b/docs/static/reset_flow.png
index bdaccae..6d47b38 100644
Binary files a/docs/static/reset_flow.png and b/docs/static/reset_flow.png differ
diff --git a/docs/static/schema.png b/docs/static/schema.png
index ae8fbf9..b47a3a1 100644
Binary files a/docs/static/schema.png and b/docs/static/schema.png differ
diff --git a/index.qmd b/index.qmd
index 03f7e63..2b63ad7 100644
--- a/index.qmd
+++ b/index.qmd
@@ -37,7 +37,7 @@ The design philosophy of the template is to prefer low-level, best-in-class open
 
 **Additional technologies:**
 
-- [Poetry](https://python-poetry.org/): Python dependency manager
+- [uv](https://docs.astral.sh/uv/): Python dependency manager
 - [Pytest](https://docs.pytest.org/en/7.4.x/): testing framework
 - [Docker](https://www.docker.com/): development containerization
 - [Github Actions](https://docs.github.com/en/actions): CI/CD pipeline
@@ -50,52 +50,63 @@ The design philosophy of the template is to prefer low-level, best-in-class open
 
 For comprehensive installation instructions, see the [installation page](https://promptlytechnologies.com/fastapi-jinja2-postgres-webapp/docs/installation.html).
 
-### Python and Docker
+### uv
 
-- [Python 3.12 or higher](https://www.python.org/downloads/)
-- [Docker and Docker Compose](https://docs.docker.com/get-docker/)
+MacOS and Linux:
 
-### PostgreSQL headers
+``` bash
+wget -qO- https://astral.sh/uv/install.sh | sh
+```
 
-For Ubuntu/Debian:
+Windows:
 
 ``` bash
-sudo apt update && sudo apt install -y python3-dev libpq-dev
+powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"
 ```
 
-For macOS:
+See the [uv installation docs](https://docs.astral.sh/uv/getting-started/installation/) for more information.
+
+### Python
+
+Install Python 3.12 or higher from either the official [downloads page](https://www.python.org/downloads/) or using uv:
 
 ``` bash
-brew install postgresql
+# Installs the latest version
+uv python install
 ```
 
-For Windows:
+### Docker and Docker Compose
 
-- No installation required
+Install Docker Desktop and Coker Compose for your operating system by following the [instructions in the documentation](https://docs.docker.com/compose/install/).
 
-### Python dependencies
+### PostgreSQL headers
 
-1.  Install Poetry
+For Ubuntu/Debian:
 
 ``` bash
-pipx install poetry
+sudo apt update && sudo apt install -y python3-dev libpq-dev
 ```
 
-2.  Install project dependencies
+For macOS:
 
 ``` bash
-poetry install
+brew install postgresql
 ```
 
-(Note: if `psycopg2` installation fails with a `ChefBuildError`, you just need to install the PostgreSQL headers first and then try again.)
+For Windows:
+
+- No installation required
+
+### Python dependencies
 
-3.  Activate shell
+From the root directory, run:
 
 ``` bash
-poetry shell
+uv venv
+uv sync
 ```
 
-(Note: You will need to activate the shell every time you open a new terminal session. Alternatively, you can use the `poetry run` prefix before other commands to run them without activating the shell.)
+This will create an in-project virtual environment and install all dependencies.
 
 ### Set environment variables
 
diff --git a/main.py b/main.py
index f67391b..9ca359e 100644
--- a/main.py
+++ b/main.py
@@ -33,7 +33,7 @@ async def lifespan(app: FastAPI):
 templates = Jinja2Templates(directory="templates")
 
 
-# -- Exception Handling Middlewares --
+# --- Exception Handling Middlewares ---
 
 
 # Handle AuthenticationError by redirecting to login page
@@ -137,7 +137,7 @@ async def general_exception_handler(request: Request, exc: Exception):
     )
 
 
-# -- Unauthenticated Routes --
+# --- Unauthenticated Routes ---
 
 
 # Define a dependency for common parameters
@@ -222,7 +222,7 @@ async def read_reset_password(
     return templates.TemplateResponse(params["request"], "authentication/reset_password.html", params)
 
 
-# -- Authenticated Routes --
+# --- Authenticated Routes ---
 
 
 # Define a dependency for common parameters
@@ -270,7 +270,7 @@ async def read_organization(
     return templates.TemplateResponse(params["request"], "users/organization.html", params)
 
 
-# -- Include Routers --
+# --- Include Routers ---
 
 
 app.include_router(authentication.router)
diff --git a/poetry.lock b/poetry.lock
deleted file mode 100644
index 3e9e5f4..0000000
--- a/poetry.lock
+++ /dev/null
@@ -1,3016 +0,0 @@
-# This file is automatically @generated by Poetry 1.8.3 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"
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-]
-
-[[package]]
-name = "websocket-client"
-version = "1.8.0"
-description = "WebSocket client for Python with low level API options"
-optional = false
-python-versions = ">=3.8"
-files = [
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-]
-
-[package.extras]
-docs = ["Sphinx (>=6.0)", "myst-parser (>=2.0.0)", "sphinx-rtd-theme (>=1.1.0)"]
-optional = ["python-socks", "wsaccel"]
-test = ["websockets"]
-
-[[package]]
-name = "widgetsnbextension"
-version = "4.0.13"
-description = "Jupyter interactive widgets for Jupyter Notebook"
-optional = false
-python-versions = ">=3.7"
-files = [
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-    {file = "widgetsnbextension-4.0.13.tar.gz", hash = "sha256:ffcb67bc9febd10234a362795f643927f4e0c05d9342c727b65d2384f8feacb6"},
-]
-
-[metadata]
-lock-version = "2.0"
-python-versions = "^3.12"
-content-hash = "2b9406820caa1e7f7514a584d3097ca0bce7254e50caa642c2b4647acde694d6"
diff --git a/pyproject.toml b/pyproject.toml
index 780ad77..1865278 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,35 +1,34 @@
-[tool.poetry]
+[project]
 name = "fastapi-jinja2-postgres-webapp"
 version = "0.1.0"
 description = "A template webapp with a pure-Python FastAPI backend, frontend templating with Jinja2, and a Postgres database to power user auth"
-authors = ["Christopher Carroll Smith <chriscarrollsmith@gmail.com>"]
 readme = "README.md"
 package-mode = false
+authors = [
+    {name = "Christopher Carroll Smith", email = "chriscarrollsmith@gmail.com"},
+]
+requires-python = "<4.0,>=3.12"
+dependencies = [
+    "sqlmodel<1.0.0,>=0.0.22",
+    "pyjwt<3.0.0,>=2.10.1",
+    "jinja2<4.0.0,>=3.1.4",
+    "uvicorn<1.0.0,>=0.32.0",
+    "psycopg2<3.0.0,>=2.9.10",
+    "pydantic[email]<3.0.0,>=2.9.2",
+    "python-multipart<1.0.0,>=0.0.17",
+    "python-dotenv<2.0.0,>=1.0.1",
+    "resend<3.0.0,>=2.4.0",
+    "bcrypt<5.0.0,>=4.2.0",
+    "fastapi<1.0.0,>=0.115.5",
+]
 
-[tool.poetry.dependencies]
-python = "^3.12"
-sqlmodel = "^0.0.22"
-pyjwt = "^2.10.1"
-jinja2 = "^3.1.4"
-uvicorn = "^0.32.0"
-psycopg2 = "^2.9.10"
-pydantic = {extras = ["email"], version = "^2.9.2"}
-python-multipart = "^0.0.17"
-python-dotenv = "^1.0.1"
-resend = "^2.4.0"
-bcrypt = "^4.2.0"
-fastapi = "^0.115.5"
-
-
-[tool.poetry.group.dev.dependencies]
-graphviz = "^0.20.3"
-quarto = "^0.1.0"
-mypy = "^1.11.2"
-jupyter = "^1.1.1"
-notebook = "^7.2.2"
-pytest = "^8.3.3"
-sqlalchemy-schemadisplay = "^2.0"
-
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
+[dependency-groups]
+dev = [
+    "graphviz<1.0.0,>=0.20.3",
+    "quarto<1.0.0,>=0.1.0",
+    "mypy<2.0.0,>=1.11.2",
+    "jupyter<2.0.0,>=1.1.1",
+    "notebook<8.0.0,>=7.2.2",
+    "pytest<9.0.0,>=8.3.3",
+    "sqlalchemy-schemadisplay<3.0,>=2.0",
+]
diff --git a/routers/authentication.py b/routers/authentication.py
index 0832954..7583ec1 100644
--- a/routers/authentication.py
+++ b/routers/authentication.py
@@ -26,7 +26,7 @@
 router = APIRouter(prefix="/auth", tags=["auth"])
 
 
-# -- Server Request and Response Models --
+# --- Server Request and Response Models ---
 
 
 class UserRegister(BaseModel):
@@ -102,7 +102,7 @@ async def as_form(
                    new_password=new_password, confirm_new_password=confirm_new_password)
 
 
-# -- DB Request and Response Models --
+# --- DB Request and Response Models ---
 
 
 class UserRead(BaseModel):
@@ -116,7 +116,7 @@ class UserRead(BaseModel):
     updated_at: datetime
 
 
-# -- Routes --
+# --- Routes ---
 
 
 # TODO: Use custom error message in the case where the user is already registered
diff --git a/routers/organization.py b/routers/organization.py
index daa8504..c937ae3 100644
--- a/routers/organization.py
+++ b/routers/organization.py
@@ -10,7 +10,7 @@
 
 logger = getLogger("uvicorn.error")
 
-# -- Custom Exceptions --
+# --- Custom Exceptions ---
 
 
 class EmptyOrganizationNameError(HTTPException):
@@ -40,7 +40,7 @@ def __init__(self):
 router = APIRouter(prefix="/organizations", tags=["organizations"])
 
 
-# -- Server Request and Response Models --
+# --- Server Request and Response Models ---
 
 
 class OrganizationCreate(BaseModel):
@@ -83,7 +83,7 @@ async def as_form(cls, id: int = Form(...), name: str = Form(...)):
         return cls(id=id, name=name)
 
 
-# -- Routes --
+# --- Routes ---
 
 @router.post("/create", response_class=RedirectResponse)
 def create_organization(
diff --git a/routers/role.py b/routers/role.py
index 1a89f2d..1b5a151 100644
--- a/routers/role.py
+++ b/routers/role.py
@@ -16,7 +16,7 @@
 router = APIRouter(prefix="/roles", tags=["roles"])
 
 
-# -- Custom Exceptions --
+# --- Custom Exceptions ---
 
 
 class InvalidPermissionError(HTTPException):
@@ -53,7 +53,7 @@ def __init__(self):
         )
 
 
-# -- Server Request Models --
+# --- Server Request Models ---
 
 class RoleCreate(BaseModel):
     model_config = ConfigDict(from_attributes=True)
@@ -126,7 +126,7 @@ async def as_form(
         return cls(id=id, organization_id=organization_id)
 
 
-# -- Routes --
+# --- Routes ---
 
 
 @router.post("/create", response_class=RedirectResponse)
diff --git a/routers/user.py b/routers/user.py
index 5639d79..2188c10 100644
--- a/routers/user.py
+++ b/routers/user.py
@@ -8,7 +8,7 @@
 router = APIRouter(prefix="/user", tags=["user"])
 
 
-# -- Server Request and Response Models --
+# --- Server Request and Response Models ---
 
 
 class UpdateProfile(BaseModel):
@@ -38,7 +38,7 @@ async def as_form(
         return cls(confirm_delete_password=confirm_delete_password)
 
 
-# -- Routes --
+# --- Routes ---
 
 
 @router.post("/update_profile", response_class=RedirectResponse)
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new file mode 100644
index 0000000..9d54f78
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