docs: add analytics (#78)

* chore: update docstring example to use python code block

* docs: add documentation

* feat: add docs build + fix other workdlows

* fix: add missing return type

.github/workflows/build-release.yml

@@ -20,7 +20,7 @@ jobs:
         run: uv python install 3.14
 
       - name: Install dependencies
-        run: uv sync
+        run: uv sync --group dev
 
       - name: Build
         run: uv build

.github/workflows/ci.yml

@@ -24,7 +24,7 @@ jobs:
         run: uv python install 3.13
 
       - name: Install dependencies
-        run: uv sync --extra dev
+        run: uv sync --group dev
 
       - name: Run Ruff linter
         run: uv run ruff check .
@@ -45,7 +45,7 @@ jobs:
         run: uv python install 3.13
 
       - name: Install dependencies
-        run: uv sync --extra dev
+        run: uv sync --group dev
 
       - name: Run ty
         run: uv run ty check
@@ -83,7 +83,7 @@ jobs:
         run: uv python install ${{ matrix.python-version }}
 
       - name: Install dependencies
-        run: uv sync --extra dev
+        run: uv sync --group dev
 
       - name: Run tests with coverage
         env:

.github/workflows/docs.yml

@@ -0,0 +1,36 @@
+name: Documentation
+on:
+  push:
+    branches:
+      - main
+permissions:
+  contents: read
+  pages: write
+  id-token: write
+jobs:
+  deploy:
+    environment:
+      name: github-pages
+      url: ${{ steps.deployment.outputs.page_url }}
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/configure-pages@v5
+
+      - uses: actions/checkout@v6
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v7
+
+      - name: Set up Python
+        run: uv python install 3.13
+
+      - run: uv sync --group dev
+
+      - run: uv run zensical build --clean
+
+      - uses: actions/upload-pages-artifact@v4
+        with:
+          path: site
+
+      - uses: actions/deploy-pages@v4
+        id: deployment

docs/index.md

@@ -0,0 +1,67 @@
+# FastAPI Toolsets
+
+A modular collection of production-ready utilities for FastAPI. Install only what you need — from async CRUD and database helpers to CLI tooling, Prometheus metrics, and pytest fixtures. Each module is independently installable via optional extras, keeping your dependency footprint minimal.
+
+[![CI](https://github.com/d3vyce/fastapi-toolsets/actions/workflows/ci.yml/badge.svg)](https://github.com/d3vyce/fastapi-toolsets/actions/workflows/ci.yml)
+[![codecov](https://codecov.io/gh/d3vyce/fastapi-toolsets/graph/badge.svg)](https://codecov.io/gh/d3vyce/fastapi-toolsets)
+[![ty](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ty/main/assets/badge/v0.json)](https://github.com/astral-sh/ty)
+[![uv](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/uv/main/assets/badge/v0.json)](https://github.com/astral-sh/uv)
+[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)
+[![Python 3.11+](https://img.shields.io/badge/python-3.11+-blue.svg)](https://www.python.org/downloads/)
+[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
+
+---
+
+**Documentation**: [https://fastapi-toolsets.d3vyce.fr](https://fastapi-toolsets.d3vyce.fr)
+
+**Source Code**: [https://github.com/d3vyce/fastapi-toolsets](https://github.com/d3vyce/fastapi-toolsets)
+
+---
+
+## Installation
+
+The base package includes the core modules (CRUD, database, schemas, exceptions, fixtures, dependencies, logging):
+
+```bash
+uv add fastapi-toolsets
+```
+
+Install only the extras you need:
+
+```bash
+uv add "fastapi-toolsets[cli]"      # CLI (typer)
+uv add "fastapi-toolsets[metrics]"  # Prometheus metrics (prometheus_client)
+uv add "fastapi-toolsets[pytest]"   # Pytest helpers (httpx, pytest-xdist)
+```
+
+Or install everything:
+
+```bash
+uv add "fastapi-toolsets[all]"
+```
+
+## Features
+
+### Core
+
+- **CRUD**: Generic async CRUD operations with `CrudFactory`, built-in search with relationship traversal
+- **Database**: Session management, transaction helpers, table locking, and polling-based row change detection
+- **Dependencies**: FastAPI dependency factories (`PathDependency`, `BodyDependency`) for automatic DB lookups from path or body parameters
+- **Fixtures**: Fixture system with dependency management, context support, and pytest integration
+- **Standardized API Responses**: Consistent response format with `Response`, `PaginatedResponse`, and `PydanticBase`
+- **Exception Handling**: Structured error responses with automatic OpenAPI documentation
+- **Logging**: Logging configuration with uvicorn integration via `configure_logging` and `get_logger`
+
+### Optional
+
+- **CLI**: Django-like command-line interface with fixture management and custom commands support
+- **Metrics**: Prometheus metrics endpoint with provider/collector registry
+- **Pytest Helpers**: Async test client, database session management, `pytest-xdist` support, and table cleanup utilities
+
+## License
+
+MIT License - see [LICENSE](LICENSE) for details.
+
+## Contributing
+
+Contributions are welcome! Please feel free to submit issues and pull requests.

docs/module/cli.md

@@ -0,0 +1,77 @@
+# CLI
+
+Typer-based command-line interface for managing your FastAPI application, with built-in fixture loading.
+
+## Installation
+
+=== "uv"
+    ``` bash
+    uv add "fastapi-toolsets[cli]"
+    ```
+
+=== "pip"
+    ``` bash
+    pip install "fastapi-toolsets[cli]"
+    ```
+
+## Overview
+
+The `cli` module provides a `manager` entry point built with [Typer](https://typer.tiangolo.com/). It auto-discovers fixture commands when a [`FixtureRegistry`](../reference/fixtures.md#fastapi_toolsets.fixtures.registry.FixtureRegistry) and a database context are configured.
+
+## Configuration
+
+Configure the CLI in your `pyproject.toml`:
+
+```toml
+[tool.fastapi-toolsets]
+cli = "myapp.cli:cli"           # optional: your custom Typer app
+fixtures = "myapp.fixtures:registry"  # FixtureRegistry instance
+db_context = "myapp.db:db_context"    # async context manager for sessions
+```
+
+All fields are optional. Without configuration, the `manager` command still works but only includes the built-in commands.
+
+## Usage
+
+```bash
+# List available commands
+manager --help
+
+# Load fixtures for a specific context
+manager fixtures load --context testing
+
+# Load all fixtures (no context filter)
+manager fixtures load
+```
+
+## Custom CLI
+
+You can extend the CLI by providing your own Typer app. The `manager` entry point will merge your app's commands with the built-in ones:
+
+```python
+# myapp/cli.py
+import typer
+
+cli = typer.Typer()
+
+@cli.command()
+def hello():
+    print("Hello from my app!")
+```
+
+```toml
+[tool.fastapi-toolsets]
+cli = "myapp.cli:cli"
+```
+
+## Entry point
+
+The `manager` script is registered automatically when the package is installed:
+
+```bash
+manager --help
+```
+
+---
+
+[:material-api: API Reference](../reference/cli.md)

docs/module/crud.md

@@ -0,0 +1,116 @@
+# CRUD
+
+Generic async CRUD operations for SQLAlchemy models with search, pagination, and many-to-many support.
+
+## Overview
+
+The `crud` module provides [`AsyncCrud`](../reference/crud.md#fastapi_toolsets.crud.factory.AsyncCrud), an abstract base class with a full suite of async database operations, and [`CrudFactory`](../reference/crud.md#fastapi_toolsets.crud.factory.CrudFactory), a convenience function to instantiate it for a given model.
+
+## Creating a CRUD class
+
+```python
+from fastapi_toolsets.crud import CrudFactory
+from myapp.models import User
+
+UserCrud = CrudFactory(
+    User,
+    searchable_fields=[User.username, User.email],
+)
+```
+
+[`CrudFactory`](../reference/crud.md#fastapi_toolsets.crud.factory.CrudFactory) dynamically creates a class named `AsyncUserCrud` with `User` as its model.
+
+## Basic operations
+
+```python
+# Create
+user = await UserCrud.create(session, obj=UserCreateSchema(username="alice"))
+
+# Get one (raises NotFoundError if not found)
+user = await UserCrud.get(session, filters=[User.id == user_id])
+
+# Get first or None
+user = await UserCrud.first(session, filters=[User.email == email])
+
+# Get multiple
+users = await UserCrud.get_multi(session, filters=[User.is_active == True])
+
+# Update
+user = await UserCrud.update(session, obj=UserUpdateSchema(username="bob"), filters=[User.id == user_id])
+
+# Delete
+await UserCrud.delete(session, filters=[User.id == user_id])
+
+# Count / exists
+count = await UserCrud.count(session, filters=[User.is_active == True])
+exists = await UserCrud.exists(session, filters=[User.email == email])
+```
+
+## Pagination
+
+```python
+result = await UserCrud.paginate(
+    session,
+    filters=[User.is_active == True],
+    order_by=[User.created_at.desc()],
+    page=1,
+    items_per_page=20,
+    search="alice",
+    search_fields=[User.username, User.email],
+)
+# result.data: list of users
+# result.pagination: Pagination(total_count, items_per_page, page, has_more)
+```
+
+## Search
+
+Declare searchable fields on the CRUD class. Relationship traversal is supported via tuples:
+
+```python
+PostCrud = CrudFactory(
+    Post,
+    searchable_fields=[
+        Post.title,
+        Post.content,
+        (Post.author, User.username),  # search across relationship
+    ],
+)
+```
+
+## Many-to-many relationships
+
+Use `m2m_fields` to map schema fields containing lists of IDs to SQLAlchemy relationships. The CRUD class resolves and validates all IDs before persisting:
+
+```python
+PostCrud = CrudFactory(
+    Post,
+    m2m_fields={"tag_ids": Post.tags},
+)
+
+# schema: PostCreateSchema(title="Hello", tag_ids=[1, 2, 3])
+post = await PostCrud.create(session, obj=PostCreateSchema(...))
+```
+
+## Upsert
+
+Atomic `INSERT ... ON CONFLICT DO UPDATE` using PostgreSQL:
+
+```python
+await UserCrud.upsert(
+    session,
+    obj=UserCreateSchema(email="alice@example.com", username="alice"),
+    index_elements=[User.email],
+    set_={"username"},
+)
+```
+
+## `as_response`
+
+Pass `as_response=True` to any write operation to get a [`Response[ModelType]`](../reference/schemas.md#fastapi_toolsets.schemas.Response) back directly:
+
+```python
+response = await UserCrud.create(session, obj=schema, as_response=True)
+# response: Response[User]
+```
+
+[:material-api: API Reference](../reference/crud.md)

docs/module/db.md

@@ -0,0 +1,89 @@
+# DB
+
+SQLAlchemy async session management with transactions, table locking, and row-change polling.
+
+## Overview
+
+The `db` module provides helpers to create FastAPI dependencies and context managers for `AsyncSession`, along with utilities for nested transactions, PostgreSQL advisory locks, and polling for row changes.
+
+## Session dependency
+
+Use [`create_db_dependency`](../reference/db.md#fastapi_toolsets.db.create_db_dependency) to create a FastAPI dependency that yields a session and auto-commits on success:
+
+```python
+from sqlalchemy.ext.asyncio import create_async_engine, async_sessionmaker
+from fastapi_toolsets.db import create_db_dependency
+
+engine = create_async_engine("postgresql+asyncpg://...")
+session_maker = async_sessionmaker(engine)
+
+get_db = create_db_dependency(session_maker)
+
+@router.get("/users")
+async def list_users(session: AsyncSession = Depends(get_db)):
+    ...
+```
+
+## Session context manager
+
+Use [`create_db_context`](../reference/db.md#fastapi_toolsets.db.create_db_context) for sessions outside request handlers (e.g. background tasks, CLI commands):
+
+```python
+from fastapi_toolsets.db import create_db_context
+
+db_context = create_db_context(session_maker)
+
+async def seed():
+    async with db_context() as session:
+        session.add(User(name="admin"))
+```
+
+## Nested transactions
+
+[`get_transaction`](../reference/db.md#fastapi_toolsets.db.get_transaction) handles savepoints automatically, allowing safe nesting:
+
+```python
+from fastapi_toolsets.db import get_transaction
+
+async def create_user_with_role(session):
+    async with get_transaction(session):
+        session.add(role)
+        async with get_transaction(session):  # uses savepoint
+            session.add(user)
+```
+
+## Table locking
+
+[`lock_tables`](../reference/db.md#fastapi_toolsets.db.lock_tables) acquires PostgreSQL table-level locks before executing critical sections:
+
+```python
+from fastapi_toolsets.db import lock_tables
+
+async with lock_tables(session, tables=[User], mode="EXCLUSIVE"):
+    # No other transaction can modify User until this block exits
+    ...
+```
+
+Available lock modes are defined in [`LockMode`](../reference/db.md#fastapi_toolsets.db.LockMode): `ACCESS_SHARE`, `ROW_SHARE`, `ROW_EXCLUSIVE`, `SHARE_UPDATE_EXCLUSIVE`, `SHARE`, `SHARE_ROW_EXCLUSIVE`, `EXCLUSIVE`, `ACCESS_EXCLUSIVE`.
+
+## Row-change polling
+
+[`wait_for_row_change`](../reference/db.md#fastapi_toolsets.db.wait_for_row_change) polls a row until a specific column changes value, useful for waiting on async side effects:
+
+```python
+from fastapi_toolsets.db import wait_for_row_change
+
+# Wait up to 30s for order.status to change
+await wait_for_row_change(
+    session,
+    model=Order,
+    pk_value=order_id,
+    columns=[Order.status],
+    interval=1.0,
+    timeout=30.0,
+)
+```
+
+---
+
+[:material-api: API Reference](../reference/db.md)

docs/module/dependencies.md

@@ -0,0 +1,48 @@
+# Dependencies
+
+FastAPI dependency factories for automatic model resolution from path and body parameters.
+
+## Overview
+
+The `dependencies` module provides two factory functions that create FastAPI dependencies to fetch a model instance from the database automatically — either from a path parameter or from a request body field — and inject it directly into your route handler.
+
+## `PathDependency`
+
+[`PathDependency`](../reference/dependencies.md#fastapi_toolsets.dependencies.PathDependency) resolves a model from a URL path parameter and injects it into the route handler. Raises [`NotFoundError`](../reference/exceptions.md#fastapi_toolsets.exceptions.exceptions.NotFoundError) automatically if the record does not exist.
+
+```python
+from fastapi_toolsets.dependencies import PathDependency
+
+UserDep = PathDependency(User, User.id, session_dep=get_db)
+
+@router.get("/users/{user_id}")
+async def get_user(user: User = UserDep):
+    return user
+```
+
+The parameter name is inferred from the field (`user_id` for `User.id`). You can override it:
+
+```python
+UserDep = PathDependency(User, User.id, session_dep=get_db, param_name="id")
+
+@router.get("/users/{id}")
+async def get_user(user: User = UserDep):
+    return user
+```
+
+## `BodyDependency`
+
+[`BodyDependency`](../reference/dependencies.md#fastapi_toolsets.dependencies.BodyDependency) resolves a model from a field in the request body. Useful when a body contains a foreign key and you want the full object injected:
+
+```python
+from fastapi_toolsets.dependencies import BodyDependency
+
+RoleDep = BodyDependency(Role, Role.id, session_dep=get_db, body_field="role_id")
+
+@router.post("/users")
+async def create_user(body: UserCreateSchema, role: Role = RoleDep):
+    user = User(username=body.username, role=role)
+    ...
+```
+
+[:material-api: API Reference](../reference/dependencies.md)

docs/module/exceptions.md

@@ -0,0 +1,82 @@
+# Exceptions
+
+Structured API exceptions with consistent error responses and automatic OpenAPI documentation.
+
+## Overview
+
+The `exceptions` module provides a set of pre-built HTTP exceptions and a FastAPI exception handler that formats all errors — including validation errors — into a uniform [`ErrorResponse`](../reference/schemas.md#fastapi_toolsets.schemas.ErrorResponse) shape.
+
+## Setup
+
+Register the exception handlers on your FastAPI app at startup:
+
+```python
+from fastapi import FastAPI
+from fastapi_toolsets.exceptions import init_exceptions_handlers
+
+app = FastAPI()
+init_exceptions_handlers(app)
+```
+
+This registers handlers for:
+
+- [`ApiException`](../reference/exceptions.md#fastapi_toolsets.exceptions.exceptions.ApiException) — all custom exceptions below
+- `RequestValidationError` — Pydantic request validation (422)
+- `ResponseValidationError` — Pydantic response validation (422)
+- `Exception` — unhandled errors (500)
+
+## Built-in exceptions
+
+| Exception | Status | Default message |
+|-----------|--------|-----------------|
+| [`UnauthorizedError`](../reference/exceptions.md#fastapi_toolsets.exceptions.exceptions.UnauthorizedError) | 401 | Unauthorized |
+| [`ForbiddenError`](../reference/exceptions.md#fastapi_toolsets.exceptions.exceptions.ForbiddenError) | 403 | Forbidden |
+| [`NotFoundError`](../reference/exceptions.md#fastapi_toolsets.exceptions.exceptions.NotFoundError) | 404 | Not found |
+| [`ConflictError`](../reference/exceptions.md#fastapi_toolsets.exceptions.exceptions.ConflictError) | 409 | Conflict |
+| [`NoSearchableFieldsError`](../reference/exceptions.md#fastapi_toolsets.exceptions.exceptions.NoSearchableFieldsError) | 400 | No searchable fields |
+
+```python
+from fastapi_toolsets.exceptions import NotFoundError, ForbiddenError
+
+@router.get("/users/{id}")
+async def get_user(id: int, session: AsyncSession = Depends(get_db)):
+    user = await UserCrud.first(session, filters=[User.id == id])
+    if not user:
+        raise NotFoundError
+    return user
+```
+
+## Custom exceptions
+
+Subclass [`ApiException`](../reference/exceptions.md#fastapi_toolsets.exceptions.exceptions.ApiException) and define an `api_error` class variable:
+
+```python
+from fastapi_toolsets.exceptions import ApiException
+from fastapi_toolsets.schemas import ApiError
+
+class PaymentRequiredError(ApiException):
+    api_error = ApiError(
+        code=402,
+        msg="Payment required",
+        desc="Your subscription has expired.",
+        err_code="PAYMENT_REQUIRED",
+    )
+```
+
+## OpenAPI response documentation
+
+Use [`generate_error_responses`](../reference/exceptions.md#fastapi_toolsets.exceptions.exceptions.generate_error_responses) to add error schemas to your endpoint's OpenAPI spec:
+
+```python
+from fastapi_toolsets.exceptions import generate_error_responses, NotFoundError, ForbiddenError
+
+@router.get(
+    "/users/{id}",
+    responses=generate_error_responses(NotFoundError, ForbiddenError),
+)
+async def get_user(...): ...
+```
+
+---
+
+[:material-api: API Reference](../reference/exceptions.md)

docs/module/fixtures.md

@@ -0,0 +1,113 @@
+# Fixtures
+
+Dependency-aware database seeding with context-based loading strategies.
+
+## Overview
+
+The `fixtures` module lets you define named fixtures with dependencies between them, then load them into the database in the correct order. Fixtures can be scoped to contexts (e.g. base data, testing data) so that only the relevant ones are loaded for each environment.
+
+## Defining fixtures
+
+```python
+from fastapi_toolsets.fixtures import FixtureRegistry, Context
+
+fixtures = FixtureRegistry()
+
+@fixtures.register
+def roles():
+    return [
+        Role(id=1, name="admin"),
+        Role(id=2, name="user"),
+    ]
+
+@fixtures.register(depends_on=["roles"], contexts=[Context.TESTING])
+def test_users():
+    return [
+        User(id=1, username="alice", role_id=1),
+        User(id=2, username="bob", role_id=2),
+    ]
+```
+
+Dependencies declared via `depends_on` are resolved topologically — `roles` will always be loaded before `test_users`.
+
+## Loading fixtures
+
+### By context
+
+```python
+from fastapi_toolsets.fixtures import load_fixtures_by_context
+
+async with db_context() as session:
+    await load_fixtures_by_context(session, registry=fixtures, context=Context.TESTING)
+```
+
+### Directly
+
+```python
+from fastapi_toolsets.fixtures import load_fixtures
+
+async with db_context() as session:
+    await load_fixtures(session, registry=fixtures)
+```
+
+## Contexts
+
+[`Context`](../reference/fixtures.md#fastapi_toolsets.fixtures.enum.Context) is an enum with predefined values:
+
+| Context | Description |
+|---------|-------------|
+| `Context.BASE` | Core data required in all environments |
+| `Context.TESTING` | Data only loaded during tests |
+| `Context.PRODUCTION` | Data only loaded in production |
+
+A fixture with no `contexts` argument is loaded in all contexts.
+
+## Load strategies
+
+[`LoadStrategy`](../reference/fixtures.md#fastapi_toolsets.fixtures.enum.LoadStrategy) controls how the fixture loader handles rows that already exist:
+
+| Strategy | Description |
+|----------|-------------|
+| `LoadStrategy.INSERT` | Insert only, fail on duplicates |
+| `LoadStrategy.UPSERT` | Insert or update on conflict |
+| `LoadStrategy.SKIP` | Skip rows that already exist |
+
+## Pytest integration
+
+Use [`register_fixtures`](../reference/pytest.md#fastapi_toolsets.pytest.plugin.register_fixtures) to expose each fixture in your registry as an injectable pytest fixture named `fixture_{name}`:
+
+```python
+# conftest.py
+import pytest
+from fastapi_toolsets.pytest import create_db_session, register_fixtures
+from app.fixtures import registry
+from app.models import Base
+
+DATABASE_URL = "postgresql+asyncpg://user:pass@localhost/test_db"
+
+@pytest.fixture
+async def db_session():
+    async with create_db_session(database_url=DATABASE_URL, base=Base, cleanup=True) as session:
+        yield session
+
+register_fixtures(registry=registry, namespace=globals())
+```
+
+```python
+# test_users.py
+async def test_user_can_login(fixture_users, fixture_roles, client):
+    # fixture_roles is loaded first (dependency), then fixture_users
+    response = await client.post("/auth/login", json={"username": "alice"})
+    assert response.status_code == 200
+```
+
+
+The load order is resolved automatically from the `depends_on` declarations in your registry. Each generated fixture receives `db_session` as a dependency and returns the list of loaded model instances.
+
+## CLI integration
+
+Fixtures can be triggered from the CLI. See the [CLI module](cli.md) for setup instructions.
+
+---
+
+[:material-api: API Reference](../reference/fixtures.md)

docs/module/logger.md

@@ -0,0 +1,37 @@
+# Logger
+
+Lightweight logging utilities with consistent formatting and uvicorn integration.
+
+## Overview
+
+The `logger` module provides two helpers: one to configure the root logger (and uvicorn loggers) at startup, and one to retrieve a named logger anywhere in your codebase.
+
+## Setup
+
+Call [`configure_logging`](../reference/logger.md#fastapi_toolsets.logger.configure_logging) once at application startup:
+
+```python
+from fastapi_toolsets.logger import configure_logging
+
+configure_logging(level="INFO")
+```
+
+This sets up a stdout handler with a consistent format and also configures uvicorn's access and error loggers so all log output shares the same style.
+
+## Getting a logger
+
+```python
+from fastapi_toolsets.logger import get_logger
+
+logger = get_logger(name=__name__)
+logger.info("User created")
+```
+
+When called without arguments, [`get_logger`](../reference/logger.md#fastapi_toolsets.logger.get_logger) auto-detects the caller's module name via frame inspection:
+
+```python
+# Equivalent to get_logger(name=__name__)
+logger = get_logger()
+```
+
+[:material-api: API Reference](../reference/logger.md)

docs/module/metrics.md

@@ -0,0 +1,90 @@
+# Metrics
+
+Prometheus metrics integration with a decorator-based registry and multi-process support.
+
+## Installation
+
+=== "uv"
+    ``` bash
+    uv add "fastapi-toolsets[metrics]"
+    ```
+
+=== "pip"
+    ``` bash
+    pip install "fastapi-toolsets[metrics]"
+    ```
+
+## Overview
+
+The `metrics` module provides a [`MetricsRegistry`](../reference/metrics.md#fastapi_toolsets.metrics.registry.MetricsRegistry) to declare Prometheus metrics with decorators, and an [`init_metrics`](../reference/metrics.md#fastapi_toolsets.metrics.handler.init_metrics) function to mount a `/metrics` endpoint on your FastAPI app.
+
+## Setup
+
+```python
+from fastapi import FastAPI
+from fastapi_toolsets.metrics import MetricsRegistry, init_metrics
+
+app = FastAPI()
+metrics = MetricsRegistry()
+
+init_metrics(app, registry=metrics)
+```
+
+This mounts the `/metrics` endpoint that Prometheus can scrape.
+
+## Declaring metrics
+
+### Providers
+
+Providers are called once at startup and register metrics that are updated externally (e.g. counters, histograms):
+
+```python
+from prometheus_client import Counter, Histogram
+
+@metrics.register
+def http_requests():
+    return Counter("http_requests_total", "Total HTTP requests", ["method", "status"])
+
+@metrics.register
+def request_duration():
+    return Histogram("request_duration_seconds", "Request duration")
+```
+
+### Collectors
+
+Collectors are called on every scrape. Use them for metrics that reflect current state (e.g. gauges):
+
+```python
+@metrics.register(collect=True)
+def queue_depth():
+    gauge = Gauge("queue_depth", "Current queue depth")
+    gauge.set(get_current_queue_depth())
+```
+
+## Merging registries
+
+Split metrics definitions across modules and merge them:
+
+```python
+from myapp.metrics.http import http_metrics
+from myapp.metrics.db import db_metrics
+
+metrics = MetricsRegistry()
+metrics.include_registry(http_metrics)
+metrics.include_registry(db_metrics)
+```
+
+## Multi-process mode
+
+Multi-process support is enabled automatically when the `PROMETHEUS_MULTIPROC_DIR` environment variable is set. No code changes are required.
+
+!!! warning "Environment variable name"
+    The correct variable is `PROMETHEUS_MULTIPROC_DIR` (not `PROMETHEUS_MULTIPROCESS_DIR`).
+
+```bash
+export PROMETHEUS_MULTIPROC_DIR=/tmp/prometheus
+```
+
+---
+
+[:material-api: API Reference](../reference/metrics.md)

docs/module/pytest.md

@@ -0,0 +1,81 @@
+# Pytest
+
+Testing helpers for FastAPI applications with async client, database sessions, and parallel worker support.
+
+## Installation
+
+=== "uv"
+    ``` bash
+    uv add "fastapi-toolsets[pytest]"
+    ```
+
+=== "pip"
+    ``` bash
+    pip install "fastapi-toolsets[pytest]"
+    ```
+
+## Overview
+
+The `pytest` module provides utilities for setting up async test clients, managing test database sessions, and supporting parallel test execution with `pytest-xdist`.
+
+## Creating an async client
+
+Use [`create_async_client`](../reference/pytest.md#fastapi_toolsets.pytest.utils.create_async_client) to get an `httpx.AsyncClient` configured for your FastAPI app:
+
+```python
+from fastapi_toolsets.pytest import create_async_client
+
+@pytest.fixture
+async def client(app):
+    async with create_async_client(app=app) as c:
+        yield c
+```
+
+## Database sessions in tests
+
+Use [`create_db_session`](../reference/pytest.md#fastapi_toolsets.pytest.utils.create_db_session) to create an isolated `AsyncSession` for a test:
+
+```python
+from fastapi_toolsets.pytest import create_db_session
+
+@pytest.fixture
+async def db_session():
+    async with create_db_session(database_url=DATABASE_URL, base=Base, cleanup=True) as session:
+        yield session
+```
+
+## Parallel testing with pytest-xdist
+
+When running tests in parallel, each worker needs its own database. Use these helpers to create and identify worker databases:
+
+```python
+from fastapi_toolsets.pytest import create_worker_database, create_db_session
+
+# In conftest.py session-scoped fixture
+@pytest.fixture(scope="session")
+async def worker_db_url():
+    async with create_worker_database(database_url=DATABASE_URL) as url:
+        yield url
+
+@pytest.fixture
+async def db_session(worker_db_url):
+    async with create_db_session(database_url=worker_db_url, base=Base, cleanup=True) as session:
+        yield session
+```
+
+## Cleaning up tables
+
+[`cleanup_tables`](../reference/pytest.md#fastapi_toolsets.pytest.utils.cleanup_tables) truncates all tables between tests for fast isolation:
+
+```python
+from fastapi_toolsets.pytest import cleanup_tables
+
+@pytest.fixture(autouse=True)
+async def clean(db_session):
+    yield
+    await cleanup_tables(session=db_session, base=Base)
+```
+
+---
+
+[:material-api: API Reference](../reference/pytest.md)

docs/module/schemas.md

@@ -0,0 +1,54 @@
+# Schemas
+
+Standardized Pydantic response models for consistent API responses across your FastAPI application.
+
+## Overview
+
+The `schemas` module provides generic response wrappers that enforce a uniform response structure. All models use `from_attributes=True` for ORM compatibility and `validate_assignment=True` for runtime type safety.
+
+## Response models
+
+### `Response[T]`
+
+The most common wrapper for a single resource response.
+
+```python
+from fastapi_toolsets.schemas import Response
+
+@router.get("/users/{id}")
+async def get_user(user: User = UserDep) -> Response[UserSchema]:
+    return Response(data=user, message="User retrieved")
+```
+
+### `PaginatedResponse[T]`
+
+Wraps a list of items with pagination metadata.
+
+```python
+from fastapi_toolsets.schemas import PaginatedResponse, Pagination
+
+@router.get("/users")
+async def list_users() -> PaginatedResponse[UserSchema]:
+    return PaginatedResponse(
+        data=users,
+        pagination=Pagination(
+            total_count=100,
+            items_per_page=10,
+            page=1,
+            has_more=True,
+        ),
+    )
+```
+
+### `ErrorResponse`
+
+Returned automatically by the exceptions handler. Can also be used as a response model for OpenAPI docs.
+
+```python
+from fastapi_toolsets.schemas import ErrorResponse
+
+@router.delete("/users/{id}", responses={404: {"model": ErrorResponse}})
+async def delete_user(...): ...
+```
+
+[:material-api: API Reference](../reference/schemas.md)

docs/overrides/main.html

@@ -0,0 +1,7 @@
+{% extends "base.html" %} {% block extrahead %}
+<script
+    defer
+    src="https://analytics.d3vyce.fr/script.js"
+    data-website-id="338b8816-7b99-4c6a-82f3-15595be3fd47"
+></script>
+{{ super() }} {% endblock %}

docs/reference/cli.md

@@ -0,0 +1,27 @@
+# `cli`
+
+Here's the reference for the CLI configuration helpers used to load settings from `pyproject.toml`.
+
+You can import them directly from `fastapi_toolsets.cli.config`:
+
+```python
+from fastapi_toolsets.cli.config import (
+    import_from_string,
+    get_config_value,
+    get_fixtures_registry,
+    get_db_context,
+    get_custom_cli,
+)
+```
+
+## ::: fastapi_toolsets.cli.config.import_from_string
+
+## ::: fastapi_toolsets.cli.config.get_config_value
+
+## ::: fastapi_toolsets.cli.config.get_fixtures_registry
+
+## ::: fastapi_toolsets.cli.config.get_db_context
+
+## ::: fastapi_toolsets.cli.config.get_custom_cli
+
+## ::: fastapi_toolsets.cli.utils.async_command

docs/reference/crud.md

@@ -0,0 +1,20 @@
+# `crud`
+
+Here's the reference for the CRUD classes, factory, and search utilities.
+
+You can import the main symbols from `fastapi_toolsets.crud`:
+
+```python
+from fastapi_toolsets.crud import CrudFactory, AsyncCrud
+from fastapi_toolsets.crud.search import SearchConfig, get_searchable_fields, build_search_filters
+```
+
+## ::: fastapi_toolsets.crud.factory.AsyncCrud
+
+## ::: fastapi_toolsets.crud.factory.CrudFactory
+
+## ::: fastapi_toolsets.crud.search.SearchConfig
+
+## ::: fastapi_toolsets.crud.search.get_searchable_fields
+
+## ::: fastapi_toolsets.crud.search.build_search_filters

docs/reference/db.md

@@ -0,0 +1,28 @@
+# `db`
+
+Here's the reference for all database session utilities, transaction helpers, and locking functions.
+
+You can import them directly from `fastapi_toolsets.db`:
+
+```python
+from fastapi_toolsets.db import (
+    LockMode,
+    create_db_dependency,
+    create_db_context,
+    get_transaction,
+    lock_tables,
+    wait_for_row_change,
+)
+```
+
+## ::: fastapi_toolsets.db.LockMode
+
+## ::: fastapi_toolsets.db.create_db_dependency
+
+## ::: fastapi_toolsets.db.create_db_context
+
+## ::: fastapi_toolsets.db.get_transaction
+
+## ::: fastapi_toolsets.db.lock_tables
+
+## ::: fastapi_toolsets.db.wait_for_row_change

docs/reference/dependencies.md

@@ -0,0 +1,13 @@
+# `dependencies`
+
+Here's the reference for the FastAPI dependency factory functions.
+
+You can import them directly from `fastapi_toolsets.dependencies`:
+
+```python
+from fastapi_toolsets.dependencies import PathDependency, BodyDependency
+```
+
+## ::: fastapi_toolsets.dependencies.PathDependency
+
+## ::: fastapi_toolsets.dependencies.BodyDependency

docs/reference/exceptions.md

@@ -0,0 +1,34 @@
+# `exceptions`
+
+Here's the reference for all exception classes and handler utilities.
+
+You can import them directly from `fastapi_toolsets.exceptions`:
+
+```python
+from fastapi_toolsets.exceptions import (
+    ApiException,
+    UnauthorizedError,
+    ForbiddenError,
+    NotFoundError,
+    ConflictError,
+    NoSearchableFieldsError,
+    generate_error_responses,
+    init_exceptions_handlers,
+)
+```
+
+## ::: fastapi_toolsets.exceptions.exceptions.ApiException
+
+## ::: fastapi_toolsets.exceptions.exceptions.UnauthorizedError
+
+## ::: fastapi_toolsets.exceptions.exceptions.ForbiddenError
+
+## ::: fastapi_toolsets.exceptions.exceptions.NotFoundError
+
+## ::: fastapi_toolsets.exceptions.exceptions.ConflictError
+
+## ::: fastapi_toolsets.exceptions.exceptions.NoSearchableFieldsError
+
+## ::: fastapi_toolsets.exceptions.exceptions.generate_error_responses
+
+## ::: fastapi_toolsets.exceptions.handler.init_exceptions_handlers

docs/reference/fixtures.md

@@ -0,0 +1,31 @@
+# `fixtures`
+
+Here's the reference for the fixture registry, enums, and loading utilities.
+
+You can import them directly from `fastapi_toolsets.fixtures`:
+
+```python
+from fastapi_toolsets.fixtures import (
+    Context,
+    LoadStrategy,
+    Fixture,
+    FixtureRegistry,
+    load_fixtures,
+    load_fixtures_by_context,
+    get_obj_by_attr,
+)
+```
+
+## ::: fastapi_toolsets.fixtures.enum.Context
+
+## ::: fastapi_toolsets.fixtures.enum.LoadStrategy
+
+## ::: fastapi_toolsets.fixtures.registry.Fixture
+
+## ::: fastapi_toolsets.fixtures.registry.FixtureRegistry
+
+## ::: fastapi_toolsets.fixtures.utils.load_fixtures
+
+## ::: fastapi_toolsets.fixtures.utils.load_fixtures_by_context
+
+## ::: fastapi_toolsets.fixtures.utils.get_obj_by_attr

docs/reference/logger.md

@@ -0,0 +1,13 @@
+# `logger`
+
+Here's the reference for the logging utilities.
+
+You can import them directly from `fastapi_toolsets.logger`:
+
+```python
+from fastapi_toolsets.logger import configure_logging, get_logger
+```
+
+## ::: fastapi_toolsets.logger.configure_logging
+
+## ::: fastapi_toolsets.logger.get_logger

docs/reference/metrics.md

@@ -0,0 +1,15 @@
+# `metrics`
+
+Here's the reference for the Prometheus metrics registry and endpoint handler.
+
+You can import them directly from `fastapi_toolsets.metrics`:
+
+```python
+from fastapi_toolsets.metrics import Metric, MetricsRegistry, init_metrics
+```
+
+## ::: fastapi_toolsets.metrics.registry.Metric
+
+## ::: fastapi_toolsets.metrics.registry.MetricsRegistry
+
+## ::: fastapi_toolsets.metrics.handler.init_metrics

docs/reference/pytest.md

@@ -0,0 +1,28 @@
+# `pytest`
+
+Here's the reference for all testing utilities and pytest fixtures.
+
+You can import them directly from `fastapi_toolsets.pytest`:
+
+```python
+from fastapi_toolsets.pytest import (
+    register_fixtures,
+    create_async_client,
+    create_db_session,
+    worker_database_url,
+    create_worker_database,
+    cleanup_tables,
+)
+```
+
+## ::: fastapi_toolsets.pytest.plugin.register_fixtures
+
+## ::: fastapi_toolsets.pytest.utils.create_async_client
+
+## ::: fastapi_toolsets.pytest.utils.create_db_session
+
+## ::: fastapi_toolsets.pytest.utils.worker_database_url
+
+## ::: fastapi_toolsets.pytest.utils.create_worker_database
+
+## ::: fastapi_toolsets.pytest.utils.cleanup_tables

docs/reference/schemas.md

@@ -0,0 +1,34 @@
+# `schemas` module
+
+Here's the reference for all response models and types provided by the `schemas` module.
+
+You can import them directly from `fastapi_toolsets.schemas`:
+
+```python
+from fastapi_toolsets.schemas import (
+    PydanticBase,
+    ResponseStatus,
+    ApiError,
+    BaseResponse,
+    Response,
+    ErrorResponse,
+    Pagination,
+    PaginatedResponse,
+)
+```
+
+## ::: fastapi_toolsets.schemas.PydanticBase
+
+## ::: fastapi_toolsets.schemas.ResponseStatus
+
+## ::: fastapi_toolsets.schemas.ApiError
+
+## ::: fastapi_toolsets.schemas.BaseResponse
+
+## ::: fastapi_toolsets.schemas.Response
+
+## ::: fastapi_toolsets.schemas.ErrorResponse
+
+## ::: fastapi_toolsets.schemas.Pagination
+
+## ::: fastapi_toolsets.schemas.PaginatedResponse

pyproject.toml

@@ -58,21 +58,31 @@ pytest = [
 all = [
     "fastapi-toolsets[cli,metrics,pytest]",
 ]
-test = [
-    "coverage>=7.0.0",
-    "fastapi-toolsets[pytest]",
-    "pytest-anyio>=0.0.0",
-    "pytest-cov>=4.0.0",
-]
-dev = [
-    "fastapi-toolsets[all,test]",
-    "ruff>=0.1.0",
-    "ty>=0.0.1a0",
-]
 
 [project.scripts]
 manager = "fastapi_toolsets.cli.app:cli"
 
+[dependency-groups]
+dev = [
+    {include-group = "tests"},
+    {include-group = "docs"},
+    "fastapi-toolsets[all]",
+    "ruff>=0.1.0",
+    "ty>=0.0.1a0",
+]
+tests = [
+    "coverage>=7.0.0",
+    "httpx>=0.25.0",
+    "pytest-anyio>=0.0.0",
+    "pytest-cov>=4.0.0",
+    "pytest-xdist>=3.0.0",
+    "pytest>=8.0.0",
+]
+docs = [
+    "mkdocstrings-python>=2.0.2",
+    "zensical>=0.0.23",
+]
+
 [build-system]
 requires = ["uv_build>=0.10,<0.11.0"]
 build-backend = "uv_build"

src/fastapi_toolsets/cli/config.py

@@ -2,11 +2,15 @@
 
 import importlib
 import sys
+from typing import TYPE_CHECKING, Any, Literal, overload
 
 import typer
 
 from .pyproject import find_pyproject, load_pyproject
 
+if TYPE_CHECKING:
+    from ..fixtures import FixtureRegistry
+
 
 def _ensure_project_in_path():
     """Add project root to sys.path if not installed in editable mode."""
@@ -17,7 +21,7 @@ def _ensure_project_in_path():
             sys.path.insert(0, project_root)
 
 
-def import_from_string(import_path: str):
+def import_from_string(import_path: str) -> Any:
     """Import an object from a dotted string path.
 
     Args:
@@ -51,7 +55,13 @@ def import_from_string(import_path: str):
     return getattr(module, attr_name)
 
 
-def get_config_value(key: str, required: bool = False):
+@overload
+def get_config_value(key: str, required: Literal[True]) -> Any: ...  # pragma: no cover
+@overload
+def get_config_value(
+    key: str, required: bool = False
+) -> Any | None: ...  # pragma: no cover
+def get_config_value(key: str, required: bool = False) -> Any | None:
     """Get a configuration value from pyproject.toml.
 
     Args:
@@ -76,7 +86,7 @@ def get_config_value(key: str, required: bool = False):
     return value
 
 
-def get_fixtures_registry():
+def get_fixtures_registry() -> FixtureRegistry:
     """Import and return the fixtures registry from config."""
     from ..fixtures import FixtureRegistry
 
@@ -91,7 +101,7 @@ def get_fixtures_registry():
     return registry
 
 
-def get_db_context():
+def get_db_context() -> Any:
     """Import and return the db_context function from config."""
     import_path = get_config_value("db_context", required=True)
     return import_from_string(import_path)

src/fastapi_toolsets/cli/utils.py

@@ -13,11 +13,13 @@ def async_command(func: Callable[P, Coroutine[Any, Any, T]]) -> Callable[P, T]:
     """Decorator to run an async function as a sync CLI command.
 
     Example:
+        ```python
         @fixture_cli.command("load")
         @async_command
         async def load(ctx: typer.Context) -> None:
             async with get_db_context() as session:
                 await load_fixtures(session, registry)
+        ```
     """
 
     @functools.wraps(func)

src/fastapi_toolsets/crud/factory.py

@@ -682,6 +682,7 @@ def CrudFactory(
         AsyncCrud subclass bound to the model
 
     Example:
+        ```python
         from fastapi_toolsets.crud import CrudFactory
         from myapp.models import User, Post
 
@@ -724,6 +725,7 @@ def CrudFactory(
             joins=[(Post, Post.user_id == User.id)],
             outer_join=True,
         )
+        ```
     """
     cls = type(
         f"Async{model.__name__}Crud",

src/fastapi_toolsets/db.py

@@ -35,6 +35,7 @@ def create_db_dependency(
         An async generator function usable with FastAPI's Depends()
 
     Example:
+        ```python
         from fastapi import Depends
         from sqlalchemy.ext.asyncio import AsyncSession, create_async_engine, async_sessionmaker
         from fastapi_toolsets.db import create_db_dependency
@@ -46,6 +47,7 @@ def create_db_dependency(
         @app.get("/users")
         async def list_users(session: AsyncSession = Depends(get_db)):
             ...
+        ```
     """
 
     async def get_db() -> AsyncGenerator[AsyncSession, None]:
@@ -72,6 +74,7 @@ def create_db_context(
         An async context manager function
 
     Example:
+        ```python
         from sqlalchemy.ext.asyncio import create_async_engine, async_sessionmaker
         from fastapi_toolsets.db import create_db_context
 
@@ -83,6 +86,7 @@ def create_db_context(
             async with get_db_context() as session:
                 user = await UserCrud.get(session, [User.id == 1])
                 ...
+        ```
     """
     get_db = create_db_dependency(session_maker)
     return asynccontextmanager(get_db)
@@ -104,9 +108,11 @@ async def get_transaction(
         The session within the transaction context
 
     Example:
+        ```python
         async with get_transaction(session):
             session.add(model)
             # Auto-commits on exit, rolls back on exception
+        ```
     """
     if session.in_transaction():
         async with session.begin_nested():
@@ -158,6 +164,7 @@ async def lock_tables(
         SQLAlchemyError: If lock cannot be acquired within timeout
 
     Example:
+        ```python
         from fastapi_toolsets.db import lock_tables, LockMode
 
         async with lock_tables(session, [User, Account]):
@@ -169,6 +176,7 @@ async def lock_tables(
         async with lock_tables(session, [Order], mode=LockMode.EXCLUSIVE):
             # Exclusive lock - no other transactions can access
             await process_order(session, order_id)
+        ```
     """
     table_names = ",".join(table.__tablename__ for table in tables)
 
@@ -212,6 +220,7 @@ async def wait_for_row_change(
         TimeoutError: If timeout expires before a change is detected
 
     Example:
+        ```python
         from fastapi_toolsets.db import wait_for_row_change
 
         # Wait for any column to change
@@ -224,6 +233,7 @@ async def wait_for_row_change(
             interval=1.0,
             timeout=30.0,
         )
+        ```
     """
     instance = await session.get(model, pk_value)
     if instance is None:

src/fastapi_toolsets/dependencies.py

@@ -38,12 +38,14 @@ def PathDependency(
         NotFoundError: If no matching record is found
 
     Example:
+        ```python
         UserDep = PathDependency(User, User.id, session_dep=get_db)
 
         @router.get("/user/{id}")
         async def get(
             user: User = UserDep,
         ): ...
+        ```
     """
     crud = CrudFactory(model)
     name = (
@@ -102,6 +104,7 @@ def BodyDependency(
         NotFoundError: If no matching record is found
 
     Example:
+        ```python
         UserDep = BodyDependency(
             User, User.ctfd_id, session_dep=get_db, body_field="user_id"
         )
@@ -110,6 +113,7 @@ def BodyDependency(
         async def assign(
             user: User = UserDep,
         ): ...
+        ```
     """
     crud = CrudFactory(model)
     python_type = field.type.python_type

src/fastapi_toolsets/exceptions/exceptions.py

@@ -12,6 +12,7 @@ class ApiException(Exception):
     The exception handler will use api_error to generate the response.
 
     Example:
+        ```python
         class CustomError(ApiException):
             api_error = ApiError(
                 code=400,
@@ -19,6 +20,7 @@ class ApiException(Exception):
                 desc="The request was invalid.",
                 err_code="CUSTOM-400",
             )
+        ```
     """
 
     api_error: ClassVar[ApiError]
@@ -114,6 +116,7 @@ def generate_error_responses(
         Dict suitable for FastAPI's responses parameter
 
     Example:
+        ```python
         from fastapi_toolsets.exceptions import generate_error_responses, UnauthorizedError, ForbiddenError
 
         @app.get(
@@ -122,6 +125,7 @@ def generate_error_responses(
         )
         async def admin_endpoint():
             ...
+        ```
     """
     responses: dict[int | str, dict[str, Any]] = {}
 

src/fastapi_toolsets/exceptions/handler.py

@@ -25,11 +25,13 @@ def init_exceptions_handlers(app: FastAPI) -> FastAPI:
         The same FastAPI instance (for chaining)
 
     Example:
+        ```python
         from fastapi import FastAPI
         from fastapi_toolsets.exceptions import init_exceptions_handlers
 
         app = FastAPI()
         init_exceptions_handlers(app)
+        ```
     """
     _register_exception_handlers(app)
     app.openapi = lambda: _custom_openapi(app)  # type: ignore[method-assign]

src/fastapi_toolsets/fixtures/registry.py

@@ -26,6 +26,7 @@ class FixtureRegistry:
     """Registry for managing fixtures with dependencies.
 
     Example:
+        ```python
         from fastapi_toolsets.fixtures import FixtureRegistry, Context
 
         fixtures = FixtureRegistry()
@@ -48,6 +49,7 @@ class FixtureRegistry:
             return [
                 Post(id=1, title="Test", user_id=1),
             ]
+        ```
     """
 
     def __init__(
@@ -80,6 +82,7 @@ class FixtureRegistry:
             contexts: List of contexts this fixture belongs to
 
         Example:
+            ```python
             @fixtures.register
             def roles():
                 return [Role(id=1, name="admin")]
@@ -87,6 +90,7 @@ class FixtureRegistry:
             @fixtures.register(depends_on=["roles"], contexts=[Context.TESTING])
             def test_users():
                 return [User(id=1, username="test", role_id=1)]
+            ```
         """
 
         def decorator(
@@ -124,6 +128,7 @@ class FixtureRegistry:
             ValueError: If a fixture name already exists in the current registry
 
         Example:
+            ```python
             registry = FixtureRegistry()
             dev_registry = FixtureRegistry()
 
@@ -132,6 +137,7 @@ class FixtureRegistry:
                 return [...]
 
             registry.include_registry(registry=dev_registry)
+            ```
         """
         for name, fixture in registry._fixtures.items():
             if name in self._fixtures:

src/fastapi_toolsets/fixtures/utils.py

@@ -59,9 +59,11 @@ async def load_fixtures(
         Dict mapping fixture names to loaded instances
 
     Example:
+        ```python
         # Loads 'roles' first (dependency), then 'users'
         result = await load_fixtures(session, fixtures, "users")
         print(result["users"])  # [User(...), ...]
+        ```
     """
     ordered = registry.resolve_dependencies(*names)
     return await _load_ordered(session, registry, ordered, strategy)
@@ -85,11 +87,13 @@ async def load_fixtures_by_context(
         Dict mapping fixture names to loaded instances
 
     Example:
+        ```python
         # Load base + testing fixtures
         await load_fixtures_by_context(
             session, fixtures,
             Context.BASE, Context.TESTING
         )
+        ```
     """
     ordered = registry.resolve_context_dependencies(*contexts)
     return await _load_ordered(session, registry, ordered, strategy)

src/fastapi_toolsets/logger.py

@@ -37,10 +37,12 @@ def configure_logging(
         The configured Logger instance.
 
     Example:
+        ```python
         from fastapi_toolsets.logger import configure_logging
 
         logger = configure_logging("DEBUG")
         logger.info("Application started")
+        ```
     """
     formatter = logging.Formatter(fmt)
 
@@ -83,11 +85,13 @@ def get_logger(name: str | None = _SENTINEL) -> logging.Logger:  # type: ignore[
         A Logger instance.
 
     Example:
+        ```python
         from fastapi_toolsets.logger import get_logger
 
         logger = get_logger()          # uses caller's __name__
         logger = get_logger("myapp")   # explicit name
         logger = get_logger(None)      # root logger
+        ```
     """
     if name is _SENTINEL:
         name = sys._getframe(1).f_globals.get("__name__")

src/fastapi_toolsets/metrics/handler.py

@@ -40,12 +40,14 @@ def init_metrics(
         The same FastAPI instance (for chaining).
 
     Example:
+        ```python
         from fastapi import FastAPI
         from fastapi_toolsets.metrics import MetricsRegistry, init_metrics
 
         metrics = MetricsRegistry()
         app = FastAPI()
         init_metrics(app, registry=metrics)
+        ```
     """
     for provider in registry.get_providers():
         logger.debug("Initialising metric provider '%s'", provider.name)

src/fastapi_toolsets/metrics/registry.py

@@ -22,6 +22,7 @@ class MetricsRegistry:
     """Registry for managing Prometheus metric providers and collectors.
 
     Example:
+        ```python
         from prometheus_client import Counter, Gauge
         from fastapi_toolsets.metrics import MetricsRegistry
 
@@ -38,6 +39,7 @@ class MetricsRegistry:
         @metrics.register(collect=True)
         def collect_queue_depth(gauge=Gauge("queue_depth", "Current queue depth")):
             gauge.set(get_current_queue_depth())
+        ```
     """
 
     def __init__(self) -> None:
@@ -61,6 +63,7 @@ class MetricsRegistry:
                 If ``False`` (default), called once at init time.
 
         Example:
+            ```python
             @metrics.register
             def my_counter():
                 return Counter("my_counter", "A counter")
@@ -68,6 +71,7 @@ class MetricsRegistry:
             @metrics.register(collect=True, name="queue")
             def collect_queue_depth():
                 gauge.set(compute_depth())
+            ```
         """
 
         def decorator(fn: Callable[..., Any]) -> Callable[..., Any]:
@@ -93,6 +97,7 @@ class MetricsRegistry:
             ValueError: If a metric name already exists in the current registry.
 
         Example:
+            ```python
             main = MetricsRegistry()
             sub = MetricsRegistry()
 
@@ -101,6 +106,7 @@ class MetricsRegistry:
                 return Counter("sub_total", "Sub counter")
 
             main.include_registry(sub)
+            ```
         """
         for metric_name, definition in registry._metrics.items():
             if metric_name in self._metrics:

src/fastapi_toolsets/pytest/plugin.py

@@ -35,6 +35,7 @@ def register_fixtures(
         List of created fixture names
 
     Example:
+        ```python
         # conftest.py
         from app.fixtures import fixtures
         from fastapi_toolsets.pytest_plugin import register_fixtures
@@ -45,6 +46,7 @@ def register_fixtures(
         # - fixture_roles
         # - fixture_users (depends on fixture_roles if users depends on roles)
         # - fixture_posts (depends on fixture_users if posts depends on users)
+        ```
     """
     created_fixtures: list[str] = []
 

src/fastapi_toolsets/pytest/utils.py

@@ -37,6 +37,7 @@ async def create_async_client(
         An AsyncClient configured for the app.
 
     Example:
+        ```python
         from fastapi import FastAPI
         from fastapi_toolsets.pytest import create_async_client
 
@@ -50,8 +51,10 @@ async def create_async_client(
         async def test_endpoint(client: AsyncClient):
             response = await client.get("/health")
             assert response.status_code == 200
+        ```
 
     Example with dependency overrides:
+        ```python
         from fastapi_toolsets.pytest import create_async_client, create_db_session
         from app.db import get_db
 
@@ -69,6 +72,7 @@ async def create_async_client(
                 app, dependency_overrides={get_db: override}
             ) as c:
                 yield c
+        ```
     """
     if dependency_overrides:
         app.dependency_overrides.update(dependency_overrides)
@@ -111,6 +115,7 @@ async def create_db_session(
         An AsyncSession ready for database operations.
 
     Example:
+        ```python
         from fastapi_toolsets.pytest import create_db_session
         from app.models import Base
 
@@ -127,6 +132,7 @@ async def create_db_session(
             user = User(name="test")
             db_session.add(user)
             await db_session.commit()
+        ```
     """
     engine = create_async_engine(database_url, echo=echo)
 
@@ -186,6 +192,7 @@ def worker_database_url(database_url: str, default_test_db: str) -> str:
         A database URL with a worker- or default-specific database name.
 
     Example:
+        ```python
         # With PYTEST_XDIST_WORKER="gw0":
         url = worker_database_url(
             "postgresql+asyncpg://user:pass@localhost/test_db",
@@ -199,6 +206,7 @@ def worker_database_url(database_url: str, default_test_db: str) -> str:
             default_test_db="test",
         )
         # "postgresql+asyncpg://user:pass@localhost/test_db_test"
+        ```
     """
     worker = _get_xdist_worker(default_test_db=default_test_db)
 
@@ -231,6 +239,7 @@ async def create_worker_database(
         The worker-specific database URL.
 
     Example:
+        ```python
         from fastapi_toolsets.pytest import (
             create_worker_database, create_db_session,
         )
@@ -248,6 +257,7 @@ async def create_worker_database(
                 worker_db_url, Base, cleanup=True
             ) as session:
                 yield session
+        ```
     """
     worker_url = worker_database_url(
         database_url=database_url, default_test_db=default_test_db
@@ -288,11 +298,13 @@ async def cleanup_tables(
         base: SQLAlchemy DeclarativeBase class containing model metadata.
 
     Example:
+        ```python
         @pytest.fixture
         async def db_session(worker_db_url):
             async with create_db_session(worker_db_url, Base) as session:
                 yield session
                 await cleanup_tables(session, Base)
+        ```
     """
     tables = base.metadata.sorted_tables
     if not tables:

src/fastapi_toolsets/schemas.py

@@ -71,7 +71,9 @@ class Response(BaseResponse, Generic[DataT]):
     """Generic API response with data payload.
 
     Example:
+        ```python
         Response[UserRead](data=user, message="User retrieved")
+        ```
     """
 
     data: DataT | None = None
@@ -108,10 +110,12 @@ class PaginatedResponse(BaseResponse, Generic[DataT]):
     """Paginated API response for list endpoints.
 
     Example:
+        ```python
         PaginatedResponse[UserRead](
             data=users,
             pagination=Pagination(total_count=100, items_per_page=10, page=1, has_more=True)
         )
+        ```
     """
 
     data: list[DataT]

uv.lock

@@ -215,6 +215,15 @@ toml = [
     { name = "tomli", marker = "python_full_version <= '3.11'" },
 ]
 
+[[package]]
+name = "deepmerge"
+version = "2.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/a8/3a/b0ba594708f1ad0bc735884b3ad854d3ca3bdc1d741e56e40bbda6263499/deepmerge-2.0.tar.gz", hash = "sha256:5c3d86081fbebd04dd5de03626a0607b809a98fb6ccba5770b62466fe940ff20", size = 19890, upload-time = "2024-08-30T05:31:50.308Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/2d/82/e5d2c1c67d19841e9edc74954c827444ae826978499bde3dfc1d007c8c11/deepmerge-2.0-py3-none-any.whl", hash = "sha256:6de9ce507115cff0bed95ff0ce9ecc31088ef50cbdf09bc90a09349a318b3d00", size = 13475, upload-time = "2024-08-30T05:31:48.659Z" },
+]
+
 [[package]]
 name = "execnet"
 version = "2.1.2"
@@ -262,18 +271,6 @@ all = [
 cli = [
     { name = "typer" },
 ]
-dev = [
-    { name = "coverage" },
-    { name = "httpx" },
-    { name = "prometheus-client" },
-    { name = "pytest" },
-    { name = "pytest-anyio" },
-    { name = "pytest-cov" },
-    { name = "pytest-xdist" },
-    { name = "ruff" },
-    { name = "ty" },
-    { name = "typer" },
-]
 metrics = [
     { name = "prometheus-client" },
 ]
@@ -282,7 +279,26 @@ pytest = [
     { name = "pytest" },
     { name = "pytest-xdist" },
 ]
-test = [
+
+[package.dev-dependencies]
+dev = [
+    { name = "coverage" },
+    { name = "fastapi-toolsets", extra = ["all"] },
+    { name = "httpx" },
+    { name = "mkdocstrings-python" },
+    { name = "pytest" },
+    { name = "pytest-anyio" },
+    { name = "pytest-cov" },
+    { name = "pytest-xdist" },
+    { name = "ruff" },
+    { name = "ty" },
+    { name = "zensical" },
+]
+docs = [
+    { name = "mkdocstrings-python" },
+    { name = "zensical" },
+]
+tests = [
     { name = "coverage" },
     { name = "httpx" },
     { name = "pytest" },
@@ -294,24 +310,56 @@ test = [
 [package.metadata]
 requires-dist = [
     { name = "asyncpg", specifier = ">=0.29.0" },
-    { name = "coverage", marker = "extra == 'test'", specifier = ">=7.0.0" },
     { name = "fastapi", specifier = ">=0.100.0" },
-    { name = "fastapi-toolsets", extras = ["all", "test"], marker = "extra == 'dev'" },
     { name = "fastapi-toolsets", extras = ["cli", "metrics", "pytest"], marker = "extra == 'all'" },
-    { name = "fastapi-toolsets", extras = ["pytest"], marker = "extra == 'test'" },
     { name = "httpx", marker = "extra == 'pytest'", specifier = ">=0.25.0" },
     { name = "prometheus-client", marker = "extra == 'metrics'", specifier = ">=0.20.0" },
     { name = "pydantic", specifier = ">=2.0" },
     { name = "pytest", marker = "extra == 'pytest'", specifier = ">=8.0.0" },
-    { name = "pytest-anyio", marker = "extra == 'test'", specifier = ">=0.0.0" },
-    { name = "pytest-cov", marker = "extra == 'test'", specifier = ">=4.0.0" },
     { name = "pytest-xdist", marker = "extra == 'pytest'", specifier = ">=3.0.0" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = ">=0.1.0" },
     { name = "sqlalchemy", extras = ["asyncio"], specifier = ">=2.0" },
-    { name = "ty", marker = "extra == 'dev'", specifier = ">=0.0.1a0" },
     { name = "typer", marker = "extra == 'cli'", specifier = ">=0.9.0" },
 ]
-provides-extras = ["cli", "metrics", "pytest", "all", "test", "dev"]
+provides-extras = ["cli", "metrics", "pytest", "all"]
+
+[package.metadata.requires-dev]
+dev = [
+    { name = "coverage", specifier = ">=7.0.0" },
+    { name = "fastapi-toolsets", extras = ["all"] },
+    { name = "httpx", specifier = ">=0.25.0" },
+    { name = "mkdocstrings-python", specifier = ">=2.0.2" },
+    { name = "pytest", specifier = ">=8.0.0" },
+    { name = "pytest-anyio", specifier = ">=0.0.0" },
+    { name = "pytest-cov", specifier = ">=4.0.0" },
+    { name = "pytest-xdist", specifier = ">=3.0.0" },
+    { name = "ruff", specifier = ">=0.1.0" },
+    { name = "ty", specifier = ">=0.0.1a0" },
+    { name = "zensical", specifier = ">=0.0.23" },
+]
+docs = [
+    { name = "mkdocstrings-python", specifier = ">=2.0.2" },
+    { name = "zensical", specifier = ">=0.0.23" },
+]
+tests = [
+    { name = "coverage", specifier = ">=7.0.0" },
+    { name = "httpx", specifier = ">=0.25.0" },
+    { name = "pytest", specifier = ">=8.0.0" },
+    { name = "pytest-anyio", specifier = ">=0.0.0" },
+    { name = "pytest-cov", specifier = ">=4.0.0" },
+    { name = "pytest-xdist", specifier = ">=3.0.0" },
+]
+
+[[package]]
+name = "ghp-import"
+version = "2.1.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "python-dateutil" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/d9/29/d40217cbe2f6b1359e00c6c307bb3fc876ba74068cbab3dde77f03ca0dc4/ghp-import-2.1.0.tar.gz", hash = "sha256:9c535c4c61193c2df8871222567d7fd7e5014d835f97dc7b7439069e2413d343", size = 10943, upload-time = "2022-05-02T15:47:16.11Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/f7/ec/67fbef5d497f86283db54c22eec6f6140243aae73265799baaaa19cd17fb/ghp_import-2.1.0-py3-none-any.whl", hash = "sha256:8337dd7b50877f163d4c0289bc1f1c7f127550241988d568c1db512c4324a619", size = 11034, upload-time = "2022-05-02T15:47:14.552Z" },
+]
 
 [[package]]
 name = "greenlet"
@@ -365,6 +413,38 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/e1/2b/98c7f93e6db9977aaee07eb1e51ca63bd5f779b900d362791d3252e60558/greenlet-3.3.1-cp314-cp314t-win_amd64.whl", hash = "sha256:301860987846c24cb8964bdec0e31a96ad4a2a801b41b4ef40963c1b44f33451", size = 233181, upload-time = "2026-01-23T15:33:00.29Z" },
 ]
 
+[[package]]
+name = "griffe"
+version = "2.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "griffecli" },
+    { name = "griffelib" },
+]
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/8b/94/ee21d41e7eb4f823b94603b9d40f86d3c7fde80eacc2c3c71845476dddaa/griffe-2.0.0-py3-none-any.whl", hash = "sha256:5418081135a391c3e6e757a7f3f156f1a1a746cc7b4023868ff7d5e2f9a980aa", size = 5214, upload-time = "2026-02-09T19:09:44.105Z" },
+]
+
+[[package]]
+name = "griffecli"
+version = "2.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "colorama" },
+    { name = "griffelib" },
+]
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e6/ed/d93f7a447bbf7a935d8868e9617cbe1cadf9ee9ee6bd275d3040fbf93d60/griffecli-2.0.0-py3-none-any.whl", hash = "sha256:9f7cd9ee9b21d55e91689358978d2385ae65c22f307a63fb3269acf3f21e643d", size = 9345, upload-time = "2026-02-09T19:09:42.554Z" },
+]
+
+[[package]]
+name = "griffelib"
+version = "2.0.0"
+source = { registry = "https://pypi.org/simple" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/4d/51/c936033e16d12b627ea334aaaaf42229c37620d0f15593456ab69ab48161/griffelib-2.0.0-py3-none-any.whl", hash = "sha256:01284878c966508b6d6f1dbff9b6fa607bc062d8261c5c7253cb285b06422a7f", size = 142004, upload-time = "2026-02-09T19:09:40.561Z" },
+]
+
 [[package]]
 name = "h11"
 version = "0.16.0"
@@ -420,6 +500,27 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/cb/b1/3846dd7f199d53cb17f49cba7e651e9ce294d8497c8c150530ed11865bb8/iniconfig-2.3.0-py3-none-any.whl", hash = "sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12", size = 7484, upload-time = "2025-10-18T21:55:41.639Z" },
 ]
 
+[[package]]
+name = "jinja2"
+version = "3.1.6"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "markupsafe" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/df/bf/f7da0350254c0ed7c72f3e33cef02e048281fec7ecec5f032d4aac52226b/jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d", size = 245115, upload-time = "2025-03-05T20:05:02.478Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/62/a1/3d680cbfd5f4b8f15abc1d571870c5fc3e594bb582bc3b64ea099db13e56/jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67", size = 134899, upload-time = "2025-03-05T20:05:00.369Z" },
+]
+
+[[package]]
+name = "markdown"
+version = "3.10.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/2b/f4/69fa6ed85ae003c2378ffa8f6d2e3234662abd02c10d216c0ba96081a238/markdown-3.10.2.tar.gz", hash = "sha256:994d51325d25ad8aa7ce4ebaec003febcce822c3f8c911e3b17c52f7f589f950", size = 368805, upload-time = "2026-02-09T14:57:26.942Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/de/1f/77fa3081e4f66ca3576c896ae5d31c3002ac6607f9747d2e3aa49227e464/markdown-3.10.2-py3-none-any.whl", hash = "sha256:e91464b71ae3ee7afd3017d9f358ef0baf158fd9a298db92f1d4761133824c36", size = 108180, upload-time = "2026-02-09T14:57:25.787Z" },
+]
+
 [[package]]
 name = "markdown-it-py"
 version = "4.0.0"
@@ -432,6 +533,80 @@ wheels = [
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 ]
 
+[[package]]
+name = "markupsafe"
+version = "3.0.3"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/7e/99/7690b6d4034fffd95959cbe0c02de8deb3098cc577c67bb6a24fe5d7caa7/markupsafe-3.0.3.tar.gz", hash = "sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698", size = 80313, upload-time = "2025-09-27T18:37:40.426Z" }
+wheels = [
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+    { url = "https://files.pythonhosted.org/packages/e1/2e/5898933336b61975ce9dc04decbc0a7f2fee78c30353c5efba7f2d6ff27a/markupsafe-3.0.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4bd4cd07944443f5a265608cc6aab442e4f74dff8088b0dfc8238647b8f6ae9a", size = 12058, upload-time = "2025-09-27T18:36:19.444Z" },
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+# ============================================================================
+#
+# The configuration produced by default is meant to highlight the features
+# that Zensical provides and to serve as a starting point for your own
+# projects.
+#
+# ============================================================================
+
+[project]
+
+# The site_name is shown in the page header and the browser window title
+#
+# Read more: https://zensical.org/docs/setup/basics/#site_name
+site_name = "FastAPI Toolsets"
+
+# The site_description is included in the HTML head and should contain a
+# meaningful description of the site content for use by search engines.
+#
+# Read more: https://zensical.org/docs/setup/basics/#site_description
+site_description = "Production-ready utilities for FastAPI applications."
+
+# The site_author attribute. This is used in the HTML head element.
+#
+# Read more: https://zensical.org/docs/setup/basics/#site_author
+site_author = "d3vyce"
+
+# The site_url is the canonical URL for your site. When building online
+# documentation you should set this.
+# Read more: https://zensical.org/docs/setup/basics/#site_url
+site_url = "https://fastapi-toolsets.d3vyce.fr"
+
+# The copyright notice appears in the page footer and can contain an HTML
+# fragment.
+#
+# Read more: https://zensical.org/docs/setup/basics/#copyright
+copyright = """
+Copyright © 2026 d3vyce
+"""
+
+repo_url = "https://github.com/d3vyce/fastapi-toolsets"
+
+# Zensical supports both implicit navigation and explicitly defined navigation.
+# If you decide not to define a navigation here then Zensical will simply
+# derive the navigation structure from the directory structure of your
+# "docs_dir". The definition below demonstrates how a navigation structure
+# can be defined using TOML syntax.
+#
+# Read more: https://zensical.org/docs/setup/navigation/
+# nav = [
+#   { "Get started" = "index.md" },
+#   { "Markdown in 5min" = "markdown.md" },
+# ]
+
+# With the "extra_css" option you can add your own CSS styling to customize
+# your Zensical project according to your needs. You can add any number of
+# CSS files.
+#
+# The path provided should be relative to the "docs_dir".
+#
+# Read more: https://zensical.org/docs/customization/#additional-css
+#
+#extra_css = ["stylesheets/extra.css"]
+
+# With the `extra_javascript` option you can add your own JavaScript to your
+# project to customize the behavior according to your needs.
+#
+# The path provided should be relative to the "docs_dir".
+#
+# Read more: https://zensical.org/docs/customization/#additional-javascript
+#extra_javascript = ["javascripts/extra.js"]
+
+# ----------------------------------------------------------------------------
+# Section for configuring theme options
+# ----------------------------------------------------------------------------
+[project.theme]
+
+# change this to "classic" to use the traditional Material for MkDocs look.
+#variant = "classic"
+
+# Zensical allows you to override specific blocks, partials, or whole
+# templates as well as to define your own templates. To do this, uncomment
+# the custom_dir setting below and set it to a directory in which you
+# keep your template overrides.
+#
+# Read more:
+# - https://zensical.org/docs/customization/#extending-the-theme
+#
+custom_dir = "docs/overrides"
+
+# With the "favicon" option you can set your own image to use as the icon
+# browsers will use in the browser title bar or tab bar. The path provided
+# must be relative to the "docs_dir".
+#
+# Read more:
+# - https://zensical.org/docs/setup/logo-and-icons/#favicon
+# - https://developer.mozilla.org/en-US/docs/Glossary/Favicon
+#
+#favicon = "images/favicon.png"
+
+# Zensical supports more than 60 different languages. This means that the
+# labels and tooltips that Zensical's templates produce are translated.
+# The "language" option allows you to set the language used. This language
+# is also indicated in the HTML head element to help with accessibility
+# and guide search engines and translation tools.
+#
+# The default language is "en" (English). It is possible to create
+# sites with multiple languages and configure a language selector. See
+# the documentation for details.
+#
+# Read more:
+# - https://zensical.org/docs/setup/language/
+#
+language = "en"
+
+# Zensical provides a number of feature toggles that change the behavior
+# of the documentation site.
+features = [
+    # Zensical includes an announcement bar. This feature allows users to
+    # dismiss it when they have read the announcement.
+    # https://zensical.org/docs/setup/header/#announcement-bar
+    "announce.dismiss",
+
+    # If you have a repository configured and turn on this feature, Zensical
+    # will generate an edit button for the page. This works for common
+    # repository hosting services.
+    # https://zensical.org/docs/setup/repository/#content-actions
+    #"content.action.edit",
+
+    # If you have a repository configured and turn on this feature, Zensical
+    # will generate a button that allows the user to view the Markdown
+    # code for the current page.
+    # https://zensical.org/docs/setup/repository/#content-actions
+    "content.action.view",
+
+    # Code annotations allow you to add an icon with a tooltip to your
+    # code blocks to provide explanations at crucial points.
+    # https://zensical.org/docs/authoring/code-blocks/#code-annotations
+    "content.code.annotate",
+
+    # This feature turns on a button in code blocks that allow users to
+    # copy the content to their clipboard without first selecting it.
+    # https://zensical.org/docs/authoring/code-blocks/#code-copy-button
+    "content.code.copy",
+
+    # Code blocks can include a button to allow for the selection of line
+    # ranges by the user.
+    # https://zensical.org/docs/authoring/code-blocks/#code-selection-button
+    "content.code.select",
+
+    # Zensical can render footnotes as inline tooltips, so the user can read
+    # the footnote without leaving the context of the document.
+    # https://zensical.org/docs/authoring/footnotes/#footnote-tooltips
+    "content.footnote.tooltips",
+
+    # If you have many content tabs that have the same titles (e.g., "Python",
+    # "JavaScript", "Cobol"), this feature causes all of them to switch to
+    # at the same time when the user chooses their language in one.
+    # https://zensical.org/docs/authoring/content-tabs/#linked-content-tabs
+    "content.tabs.link",
+
+    # With this feature enabled users can add tooltips to links that will be
+    # displayed when the mouse pointer hovers the link.
+    # https://zensical.org/docs/authoring/tooltips/#improved-tooltips
+    "content.tooltips",
+
+    # With this feature enabled, Zensical will automatically hide parts
+    # of the header when the user scrolls past a certain point.
+    # https://zensical.org/docs/setup/header/#automatic-hiding
+    # "header.autohide",
+
+    # Turn on this feature to expand all collapsible sections in the
+    # navigation sidebar by default.
+    # https://zensical.org/docs/setup/navigation/#navigation-expansion
+    # "navigation.expand",
+
+    # This feature turns on navigation elements in the footer that allow the
+    # user to navigate to a next or previous page.
+    # https://zensical.org/docs/setup/footer/#navigation
+    "navigation.footer",
+
+    # When section index pages are enabled, documents can be directly attached
+    # to sections, which is particularly useful for providing overview pages.
+    # https://zensical.org/docs/setup/navigation/#section-index-pages
+    "navigation.indexes",
+
+    # When instant navigation is enabled, clicks on all internal links will be
+    # intercepted and dispatched via XHR without fully reloading the page.
+    # https://zensical.org/docs/setup/navigation/#instant-navigation
+    "navigation.instant",
+
+    # With instant prefetching, your site will start to fetch a page once the
+    # user hovers over a link. This will reduce the perceived loading time
+    # for the user.
+    # https://zensical.org/docs/setup/navigation/#instant-prefetching
+    "navigation.instant.prefetch",
+
+    # In order to provide a better user experience on slow connections when
+    # using instant navigation, a progress indicator can be enabled.
+    # https://zensical.org/docs/setup/navigation/#progress-indicator
+    #"navigation.instant.progress",
+
+    # When navigation paths are activated, a breadcrumb navigation is rendered
+    # above the title of each page
+    # https://zensical.org/docs/setup/navigation/#navigation-path
+    "navigation.path",
+
+    # When pruning is enabled, only the visible navigation items are included
+    # in the rendered HTML, reducing the size of the built site by 33% or more.
+    # https://zensical.org/docs/setup/navigation/#navigation-pruning
+    #"navigation.prune",
+
+    # When sections are enabled, top-level sections are rendered as groups in
+    # the sidebar for viewports above 1220px, but remain as-is on mobile.
+    # https://zensical.org/docs/setup/navigation/#navigation-sections
+    "navigation.sections",
+
+    # When tabs are enabled, top-level sections are rendered in a menu layer
+    # below the header for viewports above 1220px, but remain as-is on mobile.
+    # https://zensical.org/docs/setup/navigation/#navigation-tabs
+    "navigation.tabs",
+
+    # When sticky tabs are enabled, navigation tabs will lock below the header
+    # and always remain visible when scrolling down.
+    # https://zensical.org/docs/setup/navigation/#sticky-navigation-tabs
+    #"navigation.tabs.sticky",
+
+    # A back-to-top button can be shown when the user, after scrolling down,
+    # starts to scroll up again.
+    # https://zensical.org/docs/setup/navigation/#back-to-top-button
+    "navigation.top",
+
+    # When anchor tracking is enabled, the URL in the address bar is
+    # automatically updated with the active anchor as highlighted in the table
+    # of contents.
+    # https://zensical.org/docs/setup/navigation/#anchor-tracking
+    "navigation.tracking",
+
+    # When search highlighting is enabled and a user clicks on a search result,
+    # Zensical will highlight all occurrences after following the link.
+    # https://zensical.org/docs/setup/search/#search-highlighting
+    "search.highlight",
+
+    # When anchor following for the table of contents is enabled, the sidebar
+    # is automatically scrolled so that the active anchor is always visible.
+    # https://zensical.org/docs/setup/navigation/#anchor-following
+    # "toc.follow",
+
+    # When navigation integration for the table of contents is enabled, it is
+    # always rendered as part of the navigation sidebar on the left.
+    # https://zensical.org/docs/setup/navigation/#navigation-integration
+    #"toc.integrate",
+]
+
+# ----------------------------------------------------------------------------
+# In the "palette" subsection you can configure options for the color scheme.
+# You can configure different color # schemes, e.g., to turn on dark mode,
+# that the user can switch between. Each color scheme can be further
+# customized.
+#
+# Read more:
+# - https://zensical.org/docs/setup/colors/
+# ----------------------------------------------------------------------------
+[[project.theme.palette]]
+scheme = "default"
+toggle.icon = "lucide/sun"
+toggle.name = "Switch to dark mode"
+
+[[project.theme.palette]]
+scheme = "slate"
+toggle.icon = "lucide/moon"
+toggle.name = "Switch to light mode"
+
+# ----------------------------------------------------------------------------
+# In the "font" subsection you can configure the fonts used. By default, fonts
+# are loaded from Google Fonts, giving you a wide range of choices from a set
+# of suitably licensed fonts. There are options for a normal text font and for
+# a monospaced font used in code blocks.
+# ----------------------------------------------------------------------------
+[project.theme.font]
+text = "Inter"
+code = "Jetbrains Mono"
+
+# ----------------------------------------------------------------------------
+# You can configure your own logo to be shown in the header using the "logo"
+# option in the "icons" subsection. The logo can be a path to a file in your
+# "docs_dir" or it can be a path to an icon.
+#
+# Likewise, you can customize the logo used for the repository section of the
+# header. Zensical derives the default logo for this from the repository URL.
+# See below...
+#
+# There are other icons you can customize. See the documentation for details.
+#
+# Read more:
+# - https://zensical.org/docs/setup/logo-and-icons
+# - https://zensical.org/docs/authoring/icons-emojis/#search
+# ----------------------------------------------------------------------------
+[project.theme.icon]
+#logo = "lucide/smile"
+repo = "fontawesome/brands/github"
+
+# ----------------------------------------------------------------------------
+# The "extra" section contains miscellaneous settings.
+# ----------------------------------------------------------------------------
+#[[project.extra.social]]
+#icon = "fontawesome/brands/github"
+#link = "https://github.com/user/repo"
+
+
+[project.plugins.mkdocstrings.handlers.python]
+inventories = ["https://docs.python.org/3/objects.inv"]
+paths = ["src"]
+
+[project.plugins.mkdocstrings.handlers.python.options]
+docstring_style = "google"
+inherited_members = true
+show_source = false
+show_root_heading = true