diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 0000000..59df88b
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,13 @@
+version: 2
+updates:
+  - package-ecosystem: "pip"
+    directory: "/"
+    schedule:
+      interval: "weekly"
+    target-branch: "develop"
+    open-pull-requests-limit: 10
+  - package-ecosystem: "github-actions"
+    directory: "/"
+    schedule:
+      interval: "weekly"
+    target-branch: "develop"
diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
new file mode 100644
index 0000000..87ea64c
--- /dev/null
+++ b/.github/workflows/codeql.yml
@@ -0,0 +1,76 @@
+# For most projects, this workflow file will not need changing; you simply need
+# to commit it to your repository.
+#
+# You may wish to alter this file to override the set of languages analyzed,
+# or to provide custom queries or build logic.
+#
+# ******** NOTE ********
+# We have attempted to detect the languages in your repository. Please check
+# the `language` matrix defined below to confirm you have the correct set of
+# supported CodeQL languages.
+#
+name: "CodeQL"
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    # The branches below must be a subset of the branches above
+    branches: [ "main" ]
+  schedule:
+    - cron: '29 12 * * 1'
+
+jobs:
+  analyze:
+    name: Analyze
+    runs-on: ubuntu-latest
+    permissions:
+      actions: read
+      contents: read
+      security-events: write
+
+    strategy:
+      fail-fast: false
+      matrix:
+        language: [ 'python' ]
+        # CodeQL supports [ 'cpp', 'csharp', 'go', 'java', 'javascript', 'python', 'ruby' ]
+        # Use only 'java' to analyze code written in Java, Kotlin or both
+        # Use only 'javascript' to analyze code written in JavaScript, TypeScript or both
+        # Learn more about CodeQL language support at https://aka.ms/codeql-docs/language-support
+
+    steps:
+    - name: Checkout repository
+      uses: actions/checkout@v4
+
+    # Initializes the CodeQL tools for scanning.
+    - name: Initialize CodeQL
+      uses: github/codeql-action/init@v3
+      with:
+        languages: ${{ matrix.language }}
+        # If you wish to specify custom queries, you can do so here or in a config file.
+        # By default, queries listed here will override any specified in a config file.
+        # Prefix the list here with "+" to use these queries and those in the config file.
+
+        # Details on CodeQL's query packs refer to : https://docs.github.com/en/code-security/code-scanning/automatically-scanning-your-code-for-vulnerabilities-and-errors/configuring-code-scanning#using-queries-in-ql-packs
+        # queries: security-extended,security-and-quality
+
+
+    # Autobuild attempts to build any compiled languages  (C/C++, C#, Go, or Java).
+    # If this step fails, then you should remove it and run the build manually (see below)
+    - name: Autobuild
+      uses: github/codeql-action/autobuild@v3
+
+    # ℹ️ Command-line programs to run using the OS shell.
+    # 📚 See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsrun
+
+    #   If the Autobuild fails above, remove it and uncomment the following three lines.
+    #   modify them (or add more) to build your code if your project, please refer to the EXAMPLE below for guidance.
+
+    # - run: |
+    #   echo "Run, Build Application using script"
+    #   ./location_of_script_within_repo/buildscript.sh
+
+    - name: Perform CodeQL Analysis
+      uses: github/codeql-action/analyze@v3
+      with:
+        category: "/language:${{matrix.language}}"
diff --git a/.github/workflows/dependency-review.yml b/.github/workflows/dependency-review.yml
new file mode 100644
index 0000000..4e75197
--- /dev/null
+++ b/.github/workflows/dependency-review.yml
@@ -0,0 +1,20 @@
+# Dependency Review Action
+#
+# This Action will scan dependency manifest files that change as part of a Pull Request, surfacing known-vulnerable versions of the packages declared or updated in the PR. Once installed, if the workflow run is marked as required, PRs introducing known-vulnerable packages will be blocked from merging.
+#
+# Source repository: https://github.com/actions/dependency-review-action
+# Public documentation: https://docs.github.com/en/code-security/supply-chain-security/understanding-your-software-supply-chain/about-dependency-review#dependency-review-enforcement
+name: 'Dependency Review'
+on: [pull_request]
+
+permissions:
+  contents: read
+
+jobs:
+  dependency-review:
+    runs-on: ubuntu-latest
+    steps:
+      - name: 'Checkout Repository'
+        uses: actions/checkout@v4
+      - name: 'Dependency Review'
+        uses: actions/dependency-review-action@v3
diff --git a/.github/workflows/ruff.yml b/.github/workflows/ruff.yml
new file mode 100644
index 0000000..65c70da
--- /dev/null
+++ b/.github/workflows/ruff.yml
@@ -0,0 +1,17 @@
+name: Linting
+
+on: [push, pull_request, workflow_dispatch]
+
+jobs:
+  ruff:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - name: Linting
+        uses: chartboost/ruff-action@v1
+        with:
+          args: check
+      - name: Check Formatting
+        uses: chartboost/ruff-action@v1
+        with:
+          args: format --check
diff --git a/.gitignore b/.gitignore
index ee4e36e..1e92b36 100644
--- a/.gitignore
+++ b/.gitignore
@@ -208,3 +208,4 @@ cython_debug/
 
 # Custom rules (everything added below won't be overriden by 'Generate .gitignore File' if you use 'Update' option)
 test.db
+.python-version
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 0000000..d9c4e00
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,77 @@
+ci:
+  autofix_commit_msg: "[pre-commit.ci] auto fixes from pre-commit.com hooks [dependabot skip]"
+repos:
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.5.0
+    hooks:
+      - id: check-yaml
+        args: [--unsafe]
+      - id: trailing-whitespace
+      - id: check-toml
+      - id: check-merge-conflict
+      - id: end-of-file-fixer
+
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.1.14
+    hooks:
+      - id: ruff
+        name: "lint with ruff"
+      - id: ruff-format
+        name: "format with ruff"
+
+  - repo: https://github.com/jackdewinter/pymarkdown
+    rev: 0.9.16
+    hooks:
+      - id: pymarkdown
+        name: "check markdown"
+        exclude: ^.github/|CHANGELOG
+        args: [-d, "MD046", scan]
+
+  - repo: https://github.com/pre-commit/mirrors-mypy
+    rev: "v1.8.0" # Use the sha / tag you want to point at
+    hooks:
+      - id: mypy
+        name: "Check with Mypy"
+
+  - repo: https://github.com/RobertCraigie/pyright-python
+    rev: v1.1.349
+    hooks:
+      - id: pyright
+        name: "Check with Pyright"
+        exclude: tests
+        additional_dependencies: [sqlalchemy, uvicorn, fastapi]
+
+  - repo: https://github.com/python-poetry/poetry
+    rev: "1.7.0"
+    hooks:
+      - id: poetry-check
+        name: "check poetry files"
+      # - id: poetry-lock
+
+  - repo: https://github.com/python-poetry/poetry-plugin-export
+    rev: "1.6.0"
+    hooks:
+      - id: poetry-export
+        name: "export production dependencies"
+        args:
+          [
+            "--without-hashes",
+            "-f",
+            "requirements.txt",
+            "-o",
+            "requirements.txt",
+            "--without",
+            "dev",
+          ]
+      - id: poetry-export
+        name: "export development dependencies"
+        args:
+          [
+            "--without-hashes",
+            "-f",
+            "requirements.txt",
+            "-o",
+            "requirements-dev.txt",
+            "--with",
+            "dev",
+          ]
diff --git a/.vscode/settings.json b/.vscode/settings.json
index 561dd1c..970fc30 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -1,49 +1,58 @@
 {
   "[python]": {
     "editor.codeActionsOnSave": {
-      "source.organizeImports": true
-    }
+      "source.fixAll": "explicit",
+      "source.organizeImports": "explicit"
+    },
+    "editor.defaultFormatter": "charliermarsh.ruff"
   },
-  "autoDocstring.startOnNewLine": true,
   "beautify.language": {
     "html": ["htm", "html", "django-html"]
   },
   "editor.formatOnPaste": false,
+  "editor.formatOnSave": true,
   "emmet.includeLanguages": {
+    "django-html": "html",
     "jinja-html": "html"
   },
   "emmet.triggerExpansionOnTab": true,
   "files.associations": {
     "**/*.html": "html",
+    "**/*.tpl": "jinja",
     "**/requirements{/**,*}.{txt,in}": "pip-requirements",
     "**/templates/**/*": "django-txt",
     "**/templates/**/*.html": "jinja-html"
   },
   "files.eol": "\n",
   "files.exclude": {
+    "**/.cache": true,
+    "**/.mypy_cache": true,
+    "**/.pytest_cache": true,
+    "**/.ruff_cache": true,
     "**/__pycache__": true
   },
   "git.alwaysSignOff": true,
   "git.enableCommitSigning": true,
   "html.format.indentHandlebars": true,
   "html.format.templating": true,
+  "markdownlint.ignore": ["CHANGELOG.md"],
+  "material-icon-theme.languages.associations": {
+    "jinja-html": "django"
+  },
+  "mypy-type-checker.args": ["--strict"],
+  "mypy-type-checker.importStrategy": "useBundled",
+  "mypy-type-checker.reportingScope": "workspace",
+  "python.analysis.autoImportCompletions": true,
+  "python.analysis.autoImportUserSymbols": true,
   "python.analysis.extraPaths": [],
+  "python.analysis.indexing": true,
   "python.analysis.stubPath": "/home/seapagan/stubs",
-  "python.analysis.typeCheckingMode": "basic",
-  "python.formatting.blackArgs": ["--line-length=80"],
-  "python.formatting.provider": "black",
+  "python.analysis.typeCheckingMode": "off",
   "python.languageServer": "Pylance",
-  "python.linting.enabled": true,
-  "python.linting.flake8Args": ["--max-line-length=80"],
-  "python.linting.flake8Enabled": true,
-  "python.linting.mypyEnabled": false,
-  "python.linting.pydocstyleArgs": ["--convention=google"],
-  "python.linting.pylintArgs": [],
-  "python.linting.pylintEnabled": false,
   "python.pythonPath": "./.venv/bin/python",
-  "isort.args": ["--profile", "black", "--src=${workspaceFolder}"],
   "python.testing.pytestArgs": ["tests"],
   "python.testing.pytestEnabled": true,
-  "python.testing.unittestArgs": ["-v", "-s", "./tests", "-p", "*_test.py"],
-  "python.testing.unittestEnabled": false
+  "python.testing.unittestEnabled": false,
+  "ruff.fixAll": false,
+  "ruff.organizeImports": true
 }
diff --git a/LICENSE.txt b/LICENSE.txt
index 1d6c98e..bdb8736 100644
--- a/LICENSE.txt
+++ b/LICENSE.txt
@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2023 Grant Ramsay
+Copyright (c) 2023-2024 Grant Ramsay
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
diff --git a/README.md b/README.md
index 5b3578e..2f6c480 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-# Simple example how to use FastAPI with Async SQLAlchemy 2.0 <!-- omit from toc -->
+# Using FastAPI with Async SQLAlchemy 2.0 <!-- omit from toc -->
 
 - [Introduction](#introduction)
 - [Installation](#installation)
@@ -109,7 +109,7 @@ This project is licensed under the terms of the MIT license.
 ```pre
 MIT License
 
-Copyright (c) 2023 Grant Ramsay
+Copyright (c) 2023-2024 Grant Ramsay
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
diff --git a/db.py b/db.py
index 0a3dc82..24004d1 100644
--- a/db.py
+++ b/db.py
@@ -1,33 +1,57 @@
 """Set up the database connection and session.""" ""
-from sqlalchemy.ext.asyncio import async_sessionmaker, create_async_engine
-from sqlalchemy.orm import declarative_base
+from collections.abc import AsyncGenerator
+from typing import Any
+
+from sqlalchemy import MetaData
+from sqlalchemy.ext.asyncio import (
+    AsyncSession,
+    async_sessionmaker,
+    create_async_engine,
+)
+from sqlalchemy.orm import DeclarativeBase
 
 DATABASE_URL = "postgresql+asyncpg://postgres:postgres@localhost/postgres"
-# DATABASE_URL = "sqlite+aiosqlite:///./test.db"
+# DATABASE_URL = "sqlite+aiosqlite:///./test.db"  # noqa: ERA001
 # Note that (as far as I can tell from the docs and searching) there is no need
 # to add 'check_same_thread=False' to the sqlite connection string, as
 # SQLAlchemy version 1.4+ will automatically add it for you when using SQLite.
 
-engine = create_async_engine(DATABASE_URL, echo=False)
-Base = declarative_base()
-async_session = async_sessionmaker(engine, expire_on_commit=False)
+
+class Base(DeclarativeBase):
+    """Base class for SQLAlchemy models.
+
+    All other models should inherit from this class.
+    """
+
+    metadata = MetaData(
+        naming_convention={
+            "ix": "ix_%(column_0_label)s",
+            "uq": "uq_%(table_name)s_%(column_0_name)s",
+            "ck": "ck_%(table_name)s_%(constraint_name)s",
+            "fk": "fk_%(table_name)s_%(column_0_name)s_%(referred_table_name)s",
+            "pk": "pk_%(table_name)s",
+        }
+    )
+
+
+async_engine = create_async_engine(DATABASE_URL, echo=False)
+async_session = async_sessionmaker(async_engine, expire_on_commit=False)
 
 
-async def get_db():
+async def get_db() -> AsyncGenerator[AsyncSession, Any]:
     """Get a database session.
 
     To be used for dependency injection.
     """
-    async with async_session() as session:
-        async with session.begin():
-            yield session
+    async with async_session() as session, session.begin():
+        yield session
 
 
-async def init_models():
+async def init_models() -> None:
     """Create tables if they don't already exist.
 
     In a real-life example we would use Alembic to manage migrations.
     """
-    async with engine.begin() as conn:
-        # await conn.run_sync(Base.metadata.drop_all)
+    async with async_engine.begin() as conn:
+        # await conn.run_sync(Base.metadata.drop_all)  # noqa: ERA001
         await conn.run_sync(Base.metadata.create_all)
diff --git a/docs/explanation.md b/docs/explanation.md
new file mode 100644
index 0000000..c7b1d2a
--- /dev/null
+++ b/docs/explanation.md
@@ -0,0 +1,4 @@
+# Code Explanation
+
+!!! note "Under Construction"
+    This section is still to be written.
diff --git a/docs/index.md b/docs/index.md
new file mode 100644
index 0000000..e216487
--- /dev/null
+++ b/docs/index.md
@@ -0,0 +1,22 @@
+# Async SQLAlchemy 2 with FastAPI
+
+## Introduction
+
+I've been using [FastAPI][fastapi]{:target="_blank"} and
+[SQLAlchemy][sqla]{:target="_blank"} combined with
+[encode/databases][databases]{:target="_blank"} for a while now.
+
+The `databases` package is a great wrapper around `SQLAlchemy` that allows you
+to use async/await with SQLAlchemy.
+
+However, this does not seem be be actively maintained anymore. So I decided to
+give the new [Async SQLAlchemy][async-sqla]{:target="_blank"} a try instead.
+
+This repository contains a very simple example how to use FastAPI with Async
+SQLAlchemy 2.0, in `ORM` mode. I'll probably add an example for `Core` mode
+also.
+
+[fastapi]:https://fastapi.tiangolo.com/
+[sqla]: https://www.sqlalchemy.org/
+[databases]:https://www.encode.io/databases/
+[async-sqla]:https://docs.sqlalchemy.org/en/20/orm/extensions/asyncio.html
diff --git a/docs/license.md b/docs/license.md
new file mode 100644
index 0000000..b847613
--- /dev/null
+++ b/docs/license.md
@@ -0,0 +1,7 @@
+# License
+
+This project is licensed under the terms of the MIT license.
+
+```pre
+--8<-- "LICENSE.txt"
+```
diff --git a/docs/usage.md b/docs/usage.md
new file mode 100644
index 0000000..7e7df2a
--- /dev/null
+++ b/docs/usage.md
@@ -0,0 +1,87 @@
+# Using this example
+
+## Installation
+
+Clone the repository from [here][repo]{:target="_blank"} and install the
+dependencies. This project uses [Poetry][poetry]{:target="_blank"} for
+dependency management which should be installed on your system first.
+
+```console
+poetry install
+```
+
+Then switch to the virtual environment:
+
+```console
+poetry shell
+```
+
+## Usage
+
+Run the server using `Uvicorn`:
+
+```console
+uvicorn main:app --reload
+```
+
+> You can also run the server by just executing the `main.py` file:
+>
+> ```console
+> python main.py
+> ```
+
+Then open your browser at
+[http://localhost:8000](http://localhost:8000){:target="_blank"}.
+
+There is only one endpoint available: `/users`. It returns a list of all users
+for a `GET` request and creates a new user for a `POST` request.
+
+### Local Postgres server using Docker
+
+This example uses [PostgreSQL][postgres]{:target="_blank"} as the database. If
+you dont have a local PostgreSQL database running, you can start one with
+[Docker][docker]{:target="_blank"} using the following command:
+
+```console
+docker run \
+  --rm   \
+  --name  postgres \
+  -p 5432:5432 \
+  -e POSTGRES_USER=postgres \
+  -e POSTGRES_PASSWORD=postgres \
+  -e POSTGRES_DB=postgres \
+  -d postgres
+```
+
+This will run a PostgreSQL database in a Docker container in the background.
+When you are finished and want to stop the database, run:
+
+```console
+docker stop postgres
+```
+
+If needed, you can connect to the database managment by :
+
+```console
+docker exec -it postgres psql -U postgres
+```
+
+This will allow you to edit or delete the database or records.
+
+### Use SQLite instead of PostgreSQL
+
+For testing purposes, you can also use [SQLite][sqlite]{:target="_blank"}
+instead of PostgreSQL. To do so, open the `db.py` file and comment out the
+PostgreSQL database in the `DATABASE_URL` environment variable and uncomment the
+SQLite database.
+
+```python
+# DATABASE_URL = "postgresql+asyncpg://postgres:postgres@localhost/postgres"
+DATABASE_URL = "sqlite+aiosqlite:///./test.db"
+```
+
+[poetry]: https://python-poetry.org/
+[postgres]:https://www.postgresql.org/
+[docker]:https://www.docker.com/
+[sqlite]:https://www.sqlite.org/
+[repo]:https://github.com/seapagan/fastapi_async_sqlalchemy2_example
diff --git a/main.py b/main.py
index d107de5..c40d23a 100644
--- a/main.py
+++ b/main.py
@@ -1,16 +1,19 @@
 """An example of using FastAPI with Async SQLAlchemy 2."""
+from collections.abc import AsyncGenerator, Sequence
 from contextlib import asynccontextmanager
+from typing import Any
 
 import uvicorn
-from fastapi import Depends, FastAPI
-from sqlalchemy import select
-
 from db import get_db, init_models
+from fastapi import Depends, FastAPI
 from models import User
+from schema import UserResponseModel
+from sqlalchemy import select
+from sqlalchemy.ext.asyncio import AsyncSession
 
 
 @asynccontextmanager
-async def lifespan(app: FastAPI):
+async def lifespan(app: FastAPI) -> AsyncGenerator[Any, None]:  # noqa: ARG001
     """Run tasks before and after the server starts."""
     await init_models()
     yield
@@ -20,25 +23,26 @@ async def lifespan(app: FastAPI):
 
 
 @app.get("/")
-async def root():
+async def root() -> dict[str, str]:
     """Root endpoint."""
     return {"message": "Test API for FastAPI and Async SQLAlchemy ."}
 
 
-@app.post("/users/")
-async def create_user(name: str, email: str, session=Depends(get_db)):
+@app.post("/users/", response_model=UserResponseModel)
+async def create_user(
+    name: str, email: str, session: AsyncSession = Depends(get_db)
+) -> User:
     """Add a user."""
     user = User(name=name, email=email)
     session.add(user)
     return user
 
 
-@app.get("/users/")
-async def get_users(session=Depends(get_db)):
+@app.get("/users/", response_model=Sequence[UserResponseModel])
+async def get_users(session: AsyncSession = Depends(get_db)) -> Sequence[User]:
     """Get all users."""
     result = await session.execute(select(User))
-    users = result.scalars().all()
-    return users
+    return result.scalars().all()
 
 
 if __name__ == "__main__":
diff --git a/mkdocs.yml b/mkdocs.yml
new file mode 100644
index 0000000..3bb8318
--- /dev/null
+++ b/mkdocs.yml
@@ -0,0 +1,46 @@
+site_name: Async SQLAlchemy 2 with FastAPI
+
+repo_url: https://github.com/seapagan/fastapi_async_sqlalchemy2_example
+repo_name: fastapi_async_sqlalchemy2
+
+dev_addr: "127.0.0.1:9000"
+
+theme:
+  name: material
+  features:
+    - navigation.footer
+    - navigation.expand
+
+extra:
+  social:
+    - icon: material/web
+      link: https://www.gnramsay.com
+    - icon: fontawesome/brands/github
+      link: https://github.com/seapagan
+    - icon: fontawesome/brands/twitter
+      link: https://twitter.com/gnramsay-dev
+
+copyright: © 2023-2024 Grant Ramsay (Seapagan)
+
+plugins:
+  - search
+  - minify:
+      minify_html: true
+      minify_css: true
+      minify_js: true
+      htmlmin_opts:
+        remove_comments: true
+
+markdown_extensions:
+  - admonition
+  - pymdownx.snippets
+  - pymdownx.highlight:
+      linenums: false
+      auto_title: false
+  - attr_list
+
+nav:
+  - Home: index.md
+  - Usage: usage.md
+  - Code Description: explanation.md
+  - License: license.md
diff --git a/models.py b/models.py
index 5f417e5..6ab0a6c 100644
--- a/models.py
+++ b/models.py
@@ -1,6 +1,7 @@
-from sqlalchemy import Column, Integer, String
-
+"""Define Models used in this example."""
 from db import Base
+from sqlalchemy import String
+from sqlalchemy.orm import Mapped, mapped_column
 
 
 class User(Base):
@@ -8,6 +9,10 @@ class User(Base):
 
     __tablename__ = "users"
 
-    id = Column(Integer, primary_key=True, index=True)
-    name = Column(String)
-    email = Column(String, unique=True, index=True)
+    id: Mapped[int] = mapped_column(primary_key=True)
+    name: Mapped[str] = mapped_column(String(255))
+    email: Mapped[str] = mapped_column(String(120), unique=True, index=True)
+
+    def __repr__(self) -> str:
+        """Define the model representation."""
+        return f'User({self.id}, "{self.name}")'
diff --git a/poetry.lock b/poetry.lock
index eb82b01..64cf3fd 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.5.0 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
 
 [[package]]
 name = "aiosqlite"
@@ -15,15 +15,26 @@ files = [
 dev = ["aiounittest (==1.4.1)", "attribution (==1.6.2)", "black (==23.3.0)", "coverage[toml] (==7.2.3)", "flake8 (==5.0.4)", "flake8-bugbear (==23.3.12)", "flit (==3.7.1)", "mypy (==1.2.0)", "ufmt (==2.1.0)", "usort (==1.0.6)"]
 docs = ["sphinx (==6.1.3)", "sphinx-mdinclude (==0.5.3)"]
 
+[[package]]
+name = "annotated-types"
+version = "0.6.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"},
+    {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
+]
+
 [[package]]
 name = "anyio"
-version = "3.7.0"
+version = "3.7.1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "anyio-3.7.0-py3-none-any.whl", hash = "sha256:eddca883c4175f14df8aedce21054bfca3adb70ffe76a9f607aef9d7fa2ea7f0"},
-    {file = "anyio-3.7.0.tar.gz", hash = "sha256:275d9973793619a5374e1c89a4f4ad3f4b0a5510a2b5b939444bee8f4c4d37ce"},
+    {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"},
+    {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"},
 ]
 
 [package.dependencies]
@@ -32,171 +43,317 @@ idna = ">=2.8"
 sniffio = ">=1.1"
 
 [package.extras]
-doc = ["Sphinx (>=6.1.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme", "sphinxcontrib-jquery"]
+doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
 test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
 trio = ["trio (<0.22)"]
 
 [[package]]
-name = "astroid"
-version = "2.15.5"
-description = "An abstract syntax tree for Python with inference support."
+name = "application-properties"
+version = "0.8.2"
+description = "A simple, easy to use, unified manner of accessing program properties."
 optional = false
-python-versions = ">=3.7.2"
+python-versions = ">=3.8.0"
 files = [
-    {file = "astroid-2.15.5-py3-none-any.whl", hash = "sha256:078e5212f9885fa85fbb0cf0101978a336190aadea6e13305409d099f71b2324"},
-    {file = "astroid-2.15.5.tar.gz", hash = "sha256:1039262575027b441137ab4a62a793a9b43defb42c32d5670f38686207cd780f"},
+    {file = "application_properties-0.8.2-py3-none-any.whl", hash = "sha256:a4fe684e4d95fc45054d3316acf763a7b0f29342ccea02eee09de53004f0139c"},
+    {file = "application_properties-0.8.2.tar.gz", hash = "sha256:e5e6918c8e29ab57175567d51dfa39c00a1d75b3205625559bb02250f50f0420"},
 ]
 
 [package.dependencies]
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-typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
-wrapt = [
-    {version = ">=1.11,<2", markers = "python_version < \"3.11\""},
-    {version = ">=1.14,<2", markers = "python_version >= \"3.11\""},
+pyyaml = ">=5.4.1"
+tomli = ">=2.0.1"
+typing-extensions = ">=4.5.0"
+
+[[package]]
+name = "async-timeout"
+version = "4.0.3"
+description = "Timeout context manager for asyncio programs"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
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 ]
 
 [[package]]
 name = "asyncpg"
-version = "0.27.0"
+version = "0.29.0"
 description = "An asyncio PostgreSQL driver"
 optional = false
-python-versions = ">=3.7.0"
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 [package.dependencies]
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 ]
 
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+
+[package.dependencies]
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+wcwidth = "*"
+
+[[package]]
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+description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
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-[package.extras]
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-[package.dependencies]
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 [[package]]
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+[package.extras]
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 [[package]]
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 ]
 
-[package.dependencies]
-Flake8 = ">=5"
-TOMLi = {version = "*", markers = "python_version < \"3.11\""}
-
 [package.extras]
-dev = ["pyTest", "pyTest-cov"]
+docs = ["Sphinx", "furo"]
+test = ["objgraph", "psutil"]
 
 [[package]]
-name = "flake8-pytest-style"
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 optional = false
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 files = [
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 ]
 
-[package.dependencies]
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-
 [[package]]
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 optional = false
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-[package.dependencies]
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 [[package]]
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 ]
 
 [package.dependencies]
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+
+[package.extras]
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+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (==1.*)"]
+trio = ["trio (>=0.22.0,<0.23.0)"]
 
 [[package]]
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+[package.dependencies]
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+certifi = "*"
+httpcore = "==1.*"
+idna = "*"
+sniffio = "*"
 
 [package.extras]
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+brotli = ["brotli", "brotlicffi"]
+cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (==1.*)"]
 
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 name = "identify"
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+version = "2.5.33"
 description = "File identification library for Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [package.extras]
@@ -642,107 +810,90 @@ license = ["ukkonen"]
 
 [[package]]
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+version = "3.6"
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 ]
 
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 description = "Read metadata from Python packages"
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 ]
 
+[package.dependencies]
+importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
+
+[package.extras]
+docs = ["mdx-gh-links (>=0.2)", "mkdocs (>=1.5)", "mkdocs-gen-files", "mkdocs-literate-nav", "mkdocs-nature (>=0.6)", "mkdocs-section-index", "mkdocstrings[python]"]
+testing = ["coverage", "pyyaml"]
+
 [[package]]
 name = "markdown-it-py"
 version = "3.0.0"
@@ -768,14 +919,72 @@ rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "
 testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
 [[package]]
-name = "mccabe"
-version = "0.7.0"
-description = "McCabe checker, plugin for flake8"
+name = "markupsafe"
+version = "2.1.4"
+description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
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 ]
 
 [[package]]
@@ -790,20 +999,150 @@ files = [
 ]
 
 [[package]]
-name = "mock"
-version = "5.0.2"
-description = "Rolling backport of unittest.mock for all Pythons"
+name = "mergedeep"
+version = "1.3.4"
+description = "A deep merge function for 🐍."
 optional = false
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 [[package]]
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-version = "23.1"
+version = "23.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.7"
 files = [
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+]
+
+[[package]]
+name = "paginate"
+version = "0.5.6"
+description = "Divides large result sets into pages for easier browsing"
+optional = false
+python-versions = "*"
+files = [
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 ]
 
 [[package]]
@@ -854,69 +1262,29 @@ files = [
 
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 name = "pathspec"
-version = "0.11.1"
+version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
-python-versions = ">=3.7"
-files = [
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-[[package]]
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-python-versions = ">=2.6"
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-version = "0.13.3"
-description = "Check PEP-8 naming conventions, plugin for flake8"
-optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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-[package.dependencies]
-flake8 = ">=5.0.0"
-
 [[package]]
 name = "platformdirs"
-version = "3.7.0"
+version = "4.1.0"
 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]]
-name = "pluggy"
-version = "1.2.0"
-description = "plugin and hook calling mechanisms for python"
-optional = false
-python-versions = ">=3.7"
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 [package.extras]
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-testing = ["pytest", "pytest-benchmark"]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.1)", "sphinx-autodoc-typehints (>=1.24)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"]
 
 [[package]]
 name = "poethepoet"
@@ -938,13 +1306,13 @@ poetry-plugin = ["poetry (>=1.0,<2.0)"]
 
 [[package]]
 name = "pre-commit"
-version = "3.3.3"
+version = "3.6.0"
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-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 [package.dependencies]
@@ -955,281 +1323,298 @@ pyyaml = ">=5.1"
 virtualenv = ">=20.10.0"
 
 [[package]]
-name = "pycodestyle"
-version = "2.10.0"
-description = "Python style guide checker"
+name = "pycparser"
+version = "2.21"
+description = "C parser in Python"
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-python-versions = ">=3.6"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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-
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-email = ["email-validator (>=1.0.3)"]
-
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+annotated-types = ">=0.4.0"
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+typing-extensions = ">=4.6.1"
 
 [package.extras]
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-
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 [[package]]
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 [package.extras]
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-testutils = ["gitpython (>3)"]
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 [[package]]
-name = "pytest"
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 [[package]]
-name = "pytest-asyncio"
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 [[package]]
-name = "pytest-cov"
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 [package.extras]
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 [[package]]
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 [package.dependencies]
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 [package.extras]
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-
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 [[package]]
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 [package.dependencies]
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 [[package]]
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+markdown = ">=3.5"
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 [package.extras]
-dev = ["black", "flake8", "pre-commit"]
+extra = ["pygments (>=2.12)"]
 
 [[package]]
-name = "pytest-xdist"
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-description = "pytest xdist plugin for distributed testing, most importantly across multiple CPUs"
+name = "pynacl"
+version = "1.5.0"
+description = "Python binding to the Networking and Cryptography (NaCl) library"
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 ]
 
 [package.dependencies]
-execnet = ">=1.1"
-pytest = ">=6.2.0"
+cffi = ">=1.4.1"
 
 [package.extras]
-psutil = ["psutil (>=3.0)"]
-setproctitle = ["setproctitle"]
-testing = ["filelock"]
+docs = ["sphinx (>=1.6.5)", "sphinx-rtd-theme"]
+tests = ["hypothesis (>=3.27.0)", "pytest (>=3.2.1,!=3.3.0)"]
 
 [[package]]
 name = "python-dateutil"
@@ -1247,101 +1632,351 @@ six = ">=1.5"
 
 [[package]]
 name = "python-dotenv"
-version = "1.0.0"
+version = "1.0.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
 python-versions = ">=3.8"
 files = [
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+
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+python-versions = ">=3.9,<4.0"
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 ]
 
 [package.dependencies]
-greenlet = {version = "!=0.4.17", optional = true, markers = "platform_machine == \"win32\" or platform_machine == \"WIN32\" or platform_machine == \"AMD64\" or platform_machine == \"amd64\" or platform_machine == \"x86_64\" or platform_machine == \"ppc64le\" or platform_machine == \"aarch64\" or extra == \"asyncio\""}
-typing-extensions = ">=4.2.0"
+greenlet = {version = "!=0.4.17", optional = true, markers = "platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\" or extra == \"asyncio\""}
+typing-extensions = ">=4.6.0"
 
 [package.extras]
-aiomysql = ["aiomysql", "greenlet (!=0.4.17)"]
-aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing-extensions (!=3.10.0.1)"]
+aiomysql = ["aiomysql (>=0.2.0)", "greenlet (!=0.4.17)"]
+aioodbc = ["aioodbc", "greenlet (!=0.4.17)"]
+aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing_extensions (!=3.10.0.1)"]
 asyncio = ["greenlet (!=0.4.17)"]
 asyncmy = ["asyncmy (>=0.2.3,!=0.2.4,!=0.2.6)", "greenlet (!=0.4.17)"]
 mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2,!=1.1.5)"]
@@ -1453,7 +2075,7 @@ mssql-pyodbc = ["pyodbc"]
 mypy = ["mypy (>=0.910)"]
 mysql = ["mysqlclient (>=1.4.0)"]
 mysql-connector = ["mysql-connector-python"]
-oracle = ["cx-oracle (>=7)"]
+oracle = ["cx_oracle (>=8)"]
 oracle-oracledb = ["oracledb (>=1.0.1)"]
 postgresql = ["psycopg2 (>=2.7)"]
 postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
@@ -1463,7 +2085,7 @@ postgresql-psycopg2binary = ["psycopg2-binary"]
 postgresql-psycopg2cffi = ["psycopg2cffi"]
 postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
 pymysql = ["pymysql"]
-sqlcipher = ["sqlcipher3-binary"]
+sqlcipher = ["sqlcipher3_binary"]
 
 [[package]]
 name = "starlette"
@@ -1484,66 +2106,149 @@ typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""
 full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyaml"]
 
 [[package]]
-name = "stevedore"
-version = "5.1.0"
-description = "Manage dynamic plugins for Python applications"
+name = "tomli"
+version = "2.0.1"
+description = "A lil' TOML parser"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
 files = [
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+    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
 ]
 
-[package.dependencies]
-pbr = ">=2.0.0,<2.1.0 || >2.1.0"
-
 [[package]]
-name = "termcolor"
-version = "2.3.0"
-description = "ANSI color formatting for output in terminal"
+name = "toolz"
+version = "0.12.1"
+description = "List processing tools and functional utilities"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
-[package.extras]
-tests = ["pytest", "pytest-cov"]
-
 [[package]]
-name = "tomli"
-version = "2.0.1"
-description = "A lil' TOML parser"
+name = "typer"
+version = "0.9.0"
+description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.6"
 files = [
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 ]
 
+[package.dependencies]
+click = ">=7.1.1,<9.0.0"
+typing-extensions = ">=3.7.4.3"
+
+[package.extras]
+all = ["colorama (>=0.4.3,<0.5.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
+dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "pre-commit (>=2.17.0,<3.0.0)"]
+doc = ["cairosvg (>=2.5.2,<3.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pillow (>=9.3.0,<10.0.0)"]
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+
 [[package]]
-name = "tomlkit"
-version = "0.11.8"
-description = "Style preserving TOML library"
+name = "typing-extensions"
+version = "4.9.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
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-description = "Backported and Experimental Type Hints for Python 3.7+"
+name = "ujson"
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 optional = false
-python-versions = ">=3.7"
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+    {file = "wrapt-1.16.0.tar.gz", hash = "sha256:5f370f952971e7d17c7d1ead40e49f32345a7f7a5373571ef44d800d06b1899d"},
 ]
 
 [[package]]
 name = "zipp"
-version = "3.15.0"
+version = "3.17.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"},
-    {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"},
+    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.8.1,<4.0"
-content-hash = "1d69c021f8f97d962e07d66a10e5f4929029df316d5a5abc202bc47fb687953b"
+python-versions = ">=3.9,<4.0"
+content-hash = "e4d21b5beb95cac37b946b781845455b13e2f09a3247cbb94d0c5c802b404677"
diff --git a/pyproject.toml b/pyproject.toml
index 6f98571..211ab55 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -7,77 +7,140 @@ license = "MIT"
 readme = "README.md"
 
 [tool.poetry.dependencies]
-python = ">=3.8.1,<4.0"
-fastapi = "^0.97.0"
-asyncpg = "^0.27.0"
-sqlalchemy = {extras = ["asyncio"], version = "^2.0.16"}
-uvicorn = {extras = ["standard"], version = "^0.22.0"}
+python = ">=3.9,<4.0"
+fastapi = { extras = ["all"], version = "^0.103.0" }
+asyncpg = "^0.29.0"
+sqlalchemy = { extras = ["asyncio"], version = "^2.0.16" }
+uvicorn = { extras = ["standard"], version = "^0.22.0" }
 aiosqlite = "^0.19.0"
 
 [tool.poetry.group.dev.dependencies]
 # linting and formatting tools
-flake8 = "^6.0.0"
-flake8-docstrings = "^1.7.0"
-flake8-pyproject = "^1.2.3"
-flake8-pytest-style = "^1.7.2"
-black = "^23.3.0"
-pep8-naming = "^0.13.3"
-pylint = "^2.17.4"
-pydocstyle = "^6.3.0"
-bandit = "^1.7.5"
-pre-commit = "^3.3.3"
+mypy = "^1.8.0"
+pre-commit = "^3.4.0"
+pymarkdownlnt = "^0.9.14"
+ruff = "^0.1.11"
+
+# for typing
+asyncpg-stubs = "^0.29.1"
+
+# changelog generation
+github-changelog-md = "^0.8.0"
+
+# docs
+mkdocs = "^1.4.3"
+mkdocs-material = "^9.1.16"
+mkdocs-minify-plugin = "^0.6.4"
+pymdown-extensions = "^10.0.1"
+pygments = "^2.15.1"
 
 # adds ability to run tasks from pyproject.toml
 poethepoet = "^0.20.0"
 
-# for testing
-pytest = "^7.3.2"
-pytest-cov = "^4.0.0"
-pytest-xdist = "^3.2.1"
-pytest-sugar = "^0.9.7"
-pytest-randomly = "^3.12.0"
-pytest-reverse = "^1.6.0"
-pytest-asyncio = "^0.21.0"
-pytest-mock = "^3.11.1"
-mock = "^5.0.2"
-faker = "^18.10.1"
 
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.poe.tasks]
+# setup PoeThePoet tasks
 serve = "uvicorn main:app --reload"
-pre = "pre-commit run --all-files"
-lint = "pylint **/*.py"
-
-[tool.flake8]
-exclude = ["__init__.py", ".git", "app/migrations/versions/*"]
-max-line-length = 80
-docstring-convention = "google"
-
-[tool.bandit]
-exclude_dirs = []
-
-[tool.bandit.assert_used]
-skips = ['*_test.py', '*/test_*.py']
-
-[tool.pydocstyle]
-# add-ignore = ["D104"]
-
-[tool.pytest.ini_options]
-addopts = [
-  "--cov",
-  "--cov-report", "term-missing",
-  "--cov-report", "html",
-  ]
-filterwarnings = []
-mock_use_standalone_module = true
-markers = [
-  "unit: Unit tests",
-  "integration: Integration tests",
+
+pre.cmd = "pre-commit run --all-files"
+pre.help = "Run pre-commit checks"
+mypy.cmd = "mypy . --strict"
+mypy.help = "Run mypy checks"
+format.help = "Format code with Ruff"
+format.cmd = "ruff format ."
+ruff.help = "Run Ruff checks"
+ruff.cmd = "ruff check ."
+markdown.cmd = "pymarkdown --strict-config scan  -r docs/**/*.md"
+markdown.help = "Run markdown checks"
+
+# documentation tasks
+"docs:publish".cmd = "mkdocs gh-deploy"
+"docs:publish".help = "Publish documentation to GitHub Pages"
+"docs:build".cmd = "mkdocs build"
+"docs:build".help = "Build documentation locally to './site' folder"
+"docs:serve".cmd = "mkdocs serve"
+"docs:serve".help = "Serve documentation locally"
+"docs:serve:all".cmd = "mkdocs serve"
+"docs:serve:all".help = "Serve documentation locally on all interfaces"
+
+[tool.pymarkdown]
+plugins.md014.enabled = false
+plugins.md046.enabled = false
+plugins.md033.allowed_elements = "!--,![CDATA[,!DOCTYPE,swagger-ui"
+plugins.md013.enabled = false
+
+[tool.ruff]
+line-length = 80
+select = ["ALL"] # we are being very strict!
+ignore = [
+  "ANN101",
+  "PGH003",
+  "FBT002",
+  "FBT003",
+  "B006",
+] # These rules are too strict even for us 😝
+extend-ignore = [
+  "COM812", # ignored for ruff formatting
+  "ISC001", # ignored for ruff formatting
+  "T201",   # temporary ignore for now, will remove when migrate to logging
+]
+
+src = ["app"]
+extend-exclude = [
+  "app/migrations", # auto-generated by alembic so we don't need to check them
 ]
+target-version = "py39" # minimum python version supported
+
+[tool.ruff.format]
+indent-style = "space"
+quote-style = "double"
+
+[tool.ruff.pep8-naming]
+classmethod-decorators = ["pydantic.validator", "pydantic.root_validator"]
+
+[tool.ruff.pydocstyle]
+convention = "google"
+
+[tool.ruff.extend-per-file-ignores]
+"tests/**/*.py" = [
+  "S101",   # we can (and MUST!) use 'assert' in test files.
+  "ANN001", # annotations for fixtures are sometimes a pain for test files.
+  "ARG001", # sometimes fixtures are not physically used but have side-effects
+  "ARG002", # as above
+  "TD003",
+  "FIX002",
+  "RUF012",
+]
+
+[tool.ruff.flake8-bugbear]
+extend-immutable-calls = [
+  "fastapi.Depends",
+  "fastapi.params.Depends",
+  "fastapi.Query",
+  "fastapi.params.Query",
+]
+
+[tool.ruff.lint.flake8-builtins]
+builtins-ignorelist = ["id"]
+
+[tool.ruff.isort]
+known-first-party = ["app"]
+
+[tool.ruff.pyupgrade]
+keep-runtime-typing = true
+
+[tool.mypy]
+python_version = "3.9"
+exclude = ["app/migrations/"]
+
+[[tool.mypy.overrides]]
+disable_error_code = ["method-assign", "no-untyped-def", "attr-defined"]
+module = "tests.*"
 
-[tool.coverage.run]
-# source = []
-omit = ["*/tests/*"]
+[[tool.mypy.overrides]]
+ignore_missing_imports = true
+module = "decouple.*"
diff --git a/requirements-dev.txt b/requirements-dev.txt
new file mode 100644
index 0000000..88a1633
--- /dev/null
+++ b/requirements-dev.txt
@@ -0,0 +1,100 @@
+aiosqlite==0.19.0 ; python_version >= "3.9" and python_version < "4.0"
+annotated-types==0.6.0 ; python_version >= "3.9" and python_version < "4.0"
+anyio==3.7.1 ; python_version >= "3.9" and python_version < "4.0"
+application-properties==0.8.2 ; python_version >= "3.9" and python_version < "4.0"
+async-timeout==4.0.3 ; python_version >= "3.9" and python_version < "3.12.0"
+asyncpg-stubs==0.29.1 ; python_version >= "3.9" and python_version < "4.0"
+asyncpg==0.29.0 ; python_version >= "3.9" and python_version < "4.0"
+babel==2.14.0 ; python_version >= "3.9" and python_version < "4.0"
+certifi==2023.11.17 ; python_version >= "3.9" and python_version < "4.0"
+cffi==1.16.0 ; python_version >= "3.9" and python_version < "4.0"
+cfgv==3.4.0 ; python_version >= "3.9" and python_version < "4.0"
+charset-normalizer==3.3.2 ; python_version >= "3.9" and python_version < "4.0"
+click==8.1.7 ; python_version >= "3.9" and python_version < "4.0"
+colorama==0.4.6 ; python_version >= "3.9" and python_version < "4.0"
+columnar==1.4.1 ; python_version >= "3.9" and python_version < "4.0"
+cryptography==42.0.1 ; python_version >= "3.9" and python_version < "4.0"
+csscompressor==0.9.5 ; python_version >= "3.9" and python_version < "4.0"
+deprecated==1.2.14 ; python_version >= "3.9" and python_version < "4.0"
+distlib==0.3.8 ; python_version >= "3.9" and python_version < "4.0"
+dnspython==2.5.0 ; python_version >= "3.9" and python_version < "4.0"
+email-validator==2.1.0.post1 ; python_version >= "3.9" and python_version < "4.0"
+exceptiongroup==1.2.0 ; python_version >= "3.9" and python_version < "3.11"
+fastapi[all]==0.103.2 ; python_version >= "3.9" and python_version < "4.0"
+filelock==3.13.1 ; python_version >= "3.9" and python_version < "4.0"
+ghp-import==2.1.0 ; python_version >= "3.9" and python_version < "4.0"
+github-changelog-md==0.8.0 ; python_version >= "3.9" and python_version < "4.0"
+greenlet==3.0.3 ; python_version >= "3.9" and python_version < "4.0"
+h11==0.14.0 ; python_version >= "3.9" and python_version < "4.0"
+htmlmin2==0.1.13 ; python_version >= "3.9" and python_version < "4.0"
+httpcore==1.0.2 ; python_version >= "3.9" and python_version < "4.0"
+httptools==0.6.1 ; python_version >= "3.9" and python_version < "4.0"
+httpx==0.26.0 ; python_version >= "3.9" and python_version < "4.0"
+identify==2.5.33 ; python_version >= "3.9" and python_version < "4.0"
+idna==3.6 ; python_version >= "3.9" and python_version < "4.0"
+importlib-metadata==7.0.1 ; python_version >= "3.9" and python_version < "3.10"
+itsdangerous==2.1.2 ; python_version >= "3.9" and python_version < "4.0"
+jinja2==3.1.3 ; python_version >= "3.9" and python_version < "4.0"
+jsmin==3.0.1 ; python_version >= "3.9" and python_version < "4.0"
+markdown-it-py==3.0.0 ; python_version >= "3.9" and python_version < "4.0"
+markdown==3.5.2 ; python_version >= "3.9" and python_version < "4.0"
+markupsafe==2.1.4 ; python_version >= "3.9" and python_version < "4.0"
+mdurl==0.1.2 ; python_version >= "3.9" and python_version < "4.0"
+mergedeep==1.3.4 ; python_version >= "3.9" and python_version < "4.0"
+mkdocs-material-extensions==1.3.1 ; python_version >= "3.9" and python_version < "4.0"
+mkdocs-material==9.5.6 ; python_version >= "3.9" and python_version < "4.0"
+mkdocs-minify-plugin==0.6.4 ; python_version >= "3.9" and python_version < "4.0"
+mkdocs==1.5.3 ; python_version >= "3.9" and python_version < "4.0"
+mypy-extensions==1.0.0 ; python_version >= "3.9" and python_version < "4.0"
+mypy==1.8.0 ; python_version >= "3.9" and python_version < "4.0"
+nodeenv==1.8.0 ; python_version >= "3.9" and python_version < "4.0"
+orjson==3.9.12 ; python_version >= "3.9" and python_version < "4.0"
+packaging==23.2 ; python_version >= "3.9" and python_version < "4.0"
+paginate==0.5.6 ; python_version >= "3.9" and python_version < "4.0"
+pastel==0.2.1 ; python_version >= "3.9" and python_version < "4.0"
+pathspec==0.12.1 ; python_version >= "3.9" and python_version < "4.0"
+platformdirs==4.1.0 ; python_version >= "3.9" and python_version < "4.0"
+poethepoet==0.20.0 ; python_version >= "3.9" and python_version < "4.0"
+pre-commit==3.6.0 ; python_version >= "3.9" and python_version < "4.0"
+pycparser==2.21 ; python_version >= "3.9" and python_version < "4.0"
+pydantic-core==2.14.6 ; python_version >= "3.9" and python_version < "4.0"
+pydantic-extra-types==2.4.1 ; python_version >= "3.9" and python_version < "4.0"
+pydantic-settings==2.1.0 ; python_version >= "3.9" and python_version < "4.0"
+pydantic==2.5.3 ; python_version >= "3.9" and python_version < "4.0"
+pygithub==2.1.1 ; python_version >= "3.9" and python_version < "4.0"
+pygments==2.17.2 ; python_version >= "3.9" and python_version < "4.0"
+pyjwt[crypto]==2.8.0 ; python_version >= "3.9" and python_version < "4.0"
+pymarkdownlnt==0.9.16 ; python_version >= "3.9" and python_version < "4.0"
+pymdown-extensions==10.7 ; python_version >= "3.9" and python_version < "4.0"
+pynacl==1.5.0 ; python_version >= "3.9" and python_version < "4.0"
+python-dateutil==2.8.2 ; python_version >= "3.9" and python_version < "4.0"
+python-dotenv==1.0.1 ; python_version >= "3.9" and python_version < "4.0"
+python-multipart==0.0.6 ; python_version >= "3.9" and python_version < "4.0"
+pyyaml-env-tag==0.1 ; python_version >= "3.9" and python_version < "4.0"
+pyyaml==6.0.1 ; python_version >= "3.9" and python_version < "4.0"
+regex==2023.12.25 ; python_version >= "3.9" and python_version < "4.0"
+requests==2.31.0 ; python_version >= "3.9" and python_version < "4.0"
+rich==13.7.0 ; python_version >= "3.9" and python_version < "4.0"
+rtoml==0.9.0 ; python_version >= "3.9" and python_version < "4.0"
+ruff==0.1.14 ; python_version >= "3.9" and python_version < "4.0"
+setuptools==69.0.3 ; python_version >= "3.9" and python_version < "4.0"
+simple-toml-settings==0.3.2 ; python_version >= "3.9" and python_version < "4.0"
+six==1.16.0 ; python_version >= "3.9" and python_version < "4.0"
+sniffio==1.3.0 ; python_version >= "3.9" and python_version < "4.0"
+sqlalchemy[asyncio]==2.0.25 ; python_version >= "3.9" and python_version < "4.0"
+starlette==0.27.0 ; python_version >= "3.9" and python_version < "4.0"
+tomli==2.0.1 ; python_version >= "3.9" and python_version < "4.0"
+toolz==0.12.1 ; python_version >= "3.9" and python_version < "4.0"
+typer==0.9.0 ; python_version >= "3.9" and python_version < "4.0"
+typing-extensions==4.9.0 ; python_version >= "3.9" and python_version < "4.0"
+ujson==5.9.0 ; python_version >= "3.9" and python_version < "4.0"
+urllib3==2.1.0 ; python_version >= "3.9" and python_version < "4.0"
+uvicorn[standard]==0.22.0 ; python_version >= "3.9" and python_version < "4.0"
+uvloop==0.19.0 ; (sys_platform != "win32" and sys_platform != "cygwin") and platform_python_implementation != "PyPy" and python_version >= "3.9" and python_version < "4.0"
+virtualenv==20.25.0 ; python_version >= "3.9" and python_version < "4.0"
+watchdog==3.0.0 ; python_version >= "3.9" and python_version < "4.0"
+watchfiles==0.21.0 ; python_version >= "3.9" and python_version < "4.0"
+wcwidth==0.2.13 ; python_version >= "3.9" and python_version < "4.0"
+websockets==12.0 ; python_version >= "3.9" and python_version < "4.0"
+wrapt==1.16.0 ; python_version >= "3.9" and python_version < "4.0"
+zipp==3.17.0 ; python_version >= "3.9" and python_version < "3.10"
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..12025ab
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,38 @@
+aiosqlite==0.19.0 ; python_version >= "3.9" and python_version < "4.0"
+annotated-types==0.6.0 ; python_version >= "3.9" and python_version < "4.0"
+anyio==3.7.1 ; python_version >= "3.9" and python_version < "4.0"
+async-timeout==4.0.3 ; python_version >= "3.9" and python_version < "3.12.0"
+asyncpg==0.29.0 ; python_version >= "3.9" and python_version < "4.0"
+certifi==2023.11.17 ; python_version >= "3.9" and python_version < "4.0"
+click==8.1.7 ; python_version >= "3.9" and python_version < "4.0"
+colorama==0.4.6 ; python_version >= "3.9" and python_version < "4.0" and (sys_platform == "win32" or platform_system == "Windows")
+dnspython==2.5.0 ; python_version >= "3.9" and python_version < "4.0"
+email-validator==2.1.0.post1 ; python_version >= "3.9" and python_version < "4.0"
+exceptiongroup==1.2.0 ; python_version >= "3.9" and python_version < "3.11"
+fastapi[all]==0.103.2 ; python_version >= "3.9" and python_version < "4.0"
+greenlet==3.0.3 ; python_version >= "3.9" and python_version < "4.0"
+h11==0.14.0 ; python_version >= "3.9" and python_version < "4.0"
+httpcore==1.0.2 ; python_version >= "3.9" and python_version < "4.0"
+httptools==0.6.1 ; python_version >= "3.9" and python_version < "4.0"
+httpx==0.26.0 ; python_version >= "3.9" and python_version < "4.0"
+idna==3.6 ; python_version >= "3.9" and python_version < "4.0"
+itsdangerous==2.1.2 ; python_version >= "3.9" and python_version < "4.0"
+jinja2==3.1.3 ; python_version >= "3.9" and python_version < "4.0"
+markupsafe==2.1.4 ; python_version >= "3.9" and python_version < "4.0"
+orjson==3.9.12 ; python_version >= "3.9" and python_version < "4.0"
+pydantic-core==2.14.6 ; python_version >= "3.9" and python_version < "4.0"
+pydantic-extra-types==2.4.1 ; python_version >= "3.9" and python_version < "4.0"
+pydantic-settings==2.1.0 ; python_version >= "3.9" and python_version < "4.0"
+pydantic==2.5.3 ; python_version >= "3.9" and python_version < "4.0"
+python-dotenv==1.0.1 ; python_version >= "3.9" and python_version < "4.0"
+python-multipart==0.0.6 ; python_version >= "3.9" and python_version < "4.0"
+pyyaml==6.0.1 ; python_version >= "3.9" and python_version < "4.0"
+sniffio==1.3.0 ; python_version >= "3.9" and python_version < "4.0"
+sqlalchemy[asyncio]==2.0.25 ; python_version >= "3.9" and python_version < "4.0"
+starlette==0.27.0 ; python_version >= "3.9" and python_version < "4.0"
+typing-extensions==4.9.0 ; python_version >= "3.9" and python_version < "4.0"
+ujson==5.9.0 ; python_version >= "3.9" and python_version < "4.0"
+uvicorn[standard]==0.22.0 ; python_version >= "3.9" and python_version < "4.0"
+uvloop==0.19.0 ; (sys_platform != "win32" and sys_platform != "cygwin") and platform_python_implementation != "PyPy" and python_version >= "3.9" and python_version < "4.0"
+watchfiles==0.21.0 ; python_version >= "3.9" and python_version < "4.0"
+websockets==12.0 ; python_version >= "3.9" and python_version < "4.0"
diff --git a/schema.py b/schema.py
new file mode 100644
index 0000000..d0199b0
--- /dev/null
+++ b/schema.py
@@ -0,0 +1,9 @@
+"""Set up some schemas for the database."""
+from pydantic import BaseModel
+
+
+class UserResponseModel(BaseModel):
+    """Response model for the User model."""
+
+    name: str
+    email: str