diff --git a/.bandit b/.bandit
new file mode 100644
index 00000000..05cecdc9
--- /dev/null
+++ b/.bandit
@@ -0,0 +1,3 @@
+[bandit]
+targets: fastapi_filter,tests,examples
+skips: B101
diff --git a/.flake8 b/.flake8
new file mode 100644
index 00000000..1539904a
--- /dev/null
+++ b/.flake8
@@ -0,0 +1,8 @@
+[flake8]
+max_line_length = 120
+extend-ignore =
+    A003
+    D1
+    E203
+docstring-convention = google
+max-complexity = 15
diff --git a/.github/FUNDING.yml b/.github/FUNDING.yml
new file mode 100644
index 00000000..2258fd47
--- /dev/null
+++ b/.github/FUNDING.yml
@@ -0,0 +1,13 @@
+# These are supported funding model platforms
+
+github: [python, tiangolo, encode, sqlalchemy]
+patreon: # Replace with a single Patreon username
+open_collective: # Replace with a single Open Collective username
+ko_fi: # Replace with a single Ko-fi username
+tidelift: # Replace with a single Tidelift platform-name/package-name e.g., npm/babel
+community_bridge: # Replace with a single Community Bridge project-name e.g., cloud-foundry
+liberapay: # Replace with a single Liberapay username
+issuehunt: # Replace with a single IssueHunt username
+otechie: # Replace with a single Otechie username
+lfx_crowdfunding: # Replace with a single LFX Crowdfunding project-name e.g., cloud-foundry
+custom: # Replace with up to 4 custom sponsorship URLs e.g., ['link1', 'link2']
diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 00000000..2f8a8a16
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,8 @@
+version: 2
+updates:
+- package-ecosystem: pip
+  directory: "/"
+  schedule:
+    interval: daily
+    time: "00:00"
+  open-pull-requests-limit: 10
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 00000000..9cf12b8b
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,44 @@
+name: Test
+
+on:
+  pull_request:
+    types:
+      - "opened"
+      - "synchronize"
+  push:
+    branches:
+      - "main"
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: [ "3.10" ]
+
+    steps:
+      - uses: actions/checkout@v2
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Set up MongoDB
+        uses: supercharge/mongodb-github-action@1.6.0
+
+      - name: Install dependencies
+        run: |
+          pip install -U poetry
+          poetry install -E all
+
+      - name: Unit tests
+        run: poetry run pytest tests --cov-report=xml
+
+      - name: Upload coverage to Codecov
+        uses: codecov/codecov-action@v2
+        with:
+          fail_ci_if_error: true
+          file: ./coverage.xml
+          verbose: true
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 00000000..76beca5d
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,8 @@
+*.sqlite-journal
+.DS_Store
+.coverage
+.pypirc
+coverage.xml
+dist/
+fastapi_filter.sqlite
+poetry.toml
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 00000000..d5d33deb
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,44 @@
+repos:
+  - repo: local
+    hooks:
+      - id: isort
+        name: "isort"
+        entry: isort
+        types: [python]
+        language: system
+      - id: flynt
+        name: "flynt"
+        entry: flynt
+        args: [--fail-on-change]
+        types: [python]
+        language: system
+      - id: black
+        name: "black"
+        entry: black
+        language: system
+        types: [python]
+      - id: flake8
+        name: "flake8"
+        entry: flake8
+        args: ["--config", ".flake8"]
+        types: [python]
+        language: system
+      - id: bandit
+        name: "bandit"
+        entry: bandit
+        language: system
+        types: [python]
+        args: [--ini, .bandit]
+      - id: mypy
+        name: "mypy"
+        entry: mypy
+        args: ["--config-file", "pyproject.toml"]
+        types: [python]
+        language: system
+
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.2.0
+    hooks:
+      - id: end-of-file-fixer
+        exclude: .*(min.js|min.css|html|svg|css.map|js.map)
+      - id: trailing-whitespace
diff --git a/.python-version b/.python-version
new file mode 100644
index 00000000..94f89613
--- /dev/null
+++ b/.python-version
@@ -0,0 +1 @@
+3.10.4/envs/fastapi-filter
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 00000000..17612b03
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2020 Yurii Karabas
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/README.md b/README.md
new file mode 100644
index 00000000..36f16037
--- /dev/null
+++ b/README.md
@@ -0,0 +1,8 @@
+[![codecov](https://codecov.io/gh/arthurio/fastapi-filter/branch/main/graph/badge.svg?token=I1DVBL1682)](https://codecov.io/gh/arthurio/fastapi-filter)
+[![Netlify Status](https://api.netlify.com/api/v1/badges/83451c4f-76dd-4154-9b2d-61f654eb0704/deploy-status)](https://app.netlify.com/sites/soft-sherbet-1c5dfd/deploys)
+
+# FastAPI filter
+
+## Example
+
+![Swagger UI](https://raw.githubusercontent.com/arthurio/fastapi-filter/main/docs/swagger-ui.png)
diff --git a/docs/index.md b/docs/index.md
new file mode 100644
index 00000000..24495c2d
--- /dev/null
+++ b/docs/index.md
@@ -0,0 +1,13 @@
+# Welcome to FastAPI filter
+
+## Why?
+
+Add querystring filters to your api endpoints and show them in the swagger UI.
+
+## Example
+
+![Swagger UI](./swagger-ui.png)
+
+## Filter
+
+## Order by
diff --git a/docs/swagger-ui.png b/docs/swagger-ui.png
new file mode 100644
index 00000000..61c8c7f0
Binary files /dev/null and b/docs/swagger-ui.png differ
diff --git a/docs_requirements.txt b/docs_requirements.txt
new file mode 100644
index 00000000..e8155c3d
--- /dev/null
+++ b/docs_requirements.txt
@@ -0,0 +1,4 @@
+mkdocs
+mkdocs-material
+pymdown-extensions
+fontawesome-markdown
diff --git a/examples/__init__.py b/examples/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/examples/fastapi_filter_mongoengine.py b/examples/fastapi_filter_mongoengine.py
new file mode 100644
index 00000000..f95b45bf
--- /dev/null
+++ b/examples/fastapi_filter_mongoengine.py
@@ -0,0 +1,115 @@
+from typing import Any, Dict, Generator
+
+import uvicorn
+from bson.objectid import ObjectId
+from faker import Faker
+from fastapi import FastAPI
+from mongoengine import Document, connect, fields
+from pydantic import BaseModel, Field
+
+from fastapi_filter import FilterDepends, nested_filter
+from fastapi_filter.contrib.mongoengine import Filter
+
+fake = Faker()
+
+
+class PydanticObjectId(ObjectId):
+    @classmethod
+    def __get_validators__(cls) -> Generator:
+        yield cls.validate
+
+    @classmethod
+    def validate(cls, v: ObjectId) -> str:
+        if not ObjectId.is_valid(v):
+            raise ValueError("Invalid objectid")
+        return str(v)
+
+    @classmethod
+    def __modify_schema__(cls, field_schema: Dict[str, Any]) -> None:
+        field_schema.update(type="string")
+
+
+class Address(Document):
+    street = fields.StringField()
+    city = fields.StringField()
+    country = fields.StringField()
+
+
+class User(Document):
+    name = fields.StringField()
+    email = fields.EmailField()
+    age = fields.IntField()
+    address = fields.ReferenceField(Address)
+
+
+class AddressOut(BaseModel):
+    id: PydanticObjectId = Field(..., alias="_id")
+    street: str
+    city: str
+    country: str
+
+    class Config:
+        orm_mode = True
+
+
+class UserIn(BaseModel):
+    name: str
+    email: str
+    age: int
+
+
+class UserOut(UserIn):
+    id: PydanticObjectId = Field(..., alias="_id")
+    address: AddressOut | None
+
+    class Config:
+        orm_mode = True
+
+
+class AddressFilter(Filter):
+    street: str | None
+    country: str | None
+    city: str | None = "Nantes"
+    city__in: list[str] | None
+
+    class Constants:
+        collection = Address
+
+
+class UserFilter(Filter):
+    name: str | None
+    address: AddressFilter | None = FilterDepends(nested_filter("address", AddressFilter))
+    age__lt: int | None
+    age__gte: int  # <-- NOTE(arthurio): This filter required
+
+    class Constants:
+        collection = User
+
+
+app = FastAPI()
+
+
+@app.on_event("startup")
+async def on_startup() -> None:
+    connect(host="mongodb://localhost:27017/fastapi_filter")
+    for _ in range(100):
+        address = Address(street=fake.street_address(), city=fake.city(), country=fake.country())
+        address.save()
+        user = User(name=fake.name(), email=fake.email(), age=fake.random_int(min=5, max=120), address=address)
+        user.save()
+
+
+@app.on_event("shutdown")
+async def on_shutdown() -> None:
+    Address.drop_collection()
+    User.drop_collection()
+
+
+@app.get("/users", response_model=list[UserOut])
+async def get_users(user_filter: UserFilter = FilterDepends(UserFilter)) -> Any:
+    query = user_filter.filter(User.objects()).select_related()
+    return [user.to_mongo() | {"address": user.address.to_mongo()} for user in query]
+
+
+if __name__ == "__main__":
+    uvicorn.run("fastapi_filter_mongoengine:app", reload=True)
diff --git a/examples/fastapi_filter_sqlalchemy.py b/examples/fastapi_filter_sqlalchemy.py
new file mode 100644
index 00000000..18ea6eb6
--- /dev/null
+++ b/examples/fastapi_filter_sqlalchemy.py
@@ -0,0 +1,125 @@
+from typing import Any, AsyncIterator
+
+import uvicorn
+from faker import Faker
+from fastapi import Depends, FastAPI
+from pydantic import BaseModel
+from sqlalchemy import Column, ForeignKey, Integer, String
+from sqlalchemy.ext.asyncio import AsyncSession, create_async_engine
+from sqlalchemy.ext.declarative import declarative_base
+from sqlalchemy.future import select
+from sqlalchemy.orm import relationship, sessionmaker
+
+from fastapi_filter import FilterDepends, nested_filter
+from fastapi_filter.contrib.sqlalchemy import Filter
+
+engine = create_async_engine("sqlite+aiosqlite:///fastapi_filter.sqlite")
+async_session = sessionmaker(engine, class_=AsyncSession)
+
+Base = declarative_base()
+
+fake = Faker()
+
+
+class Address(Base):
+    __tablename__ = "addresses"
+
+    id = Column(Integer, primary_key=True, autoincrement=True)
+    street = Column(String, nullable=False)
+    city = Column(String, nullable=False)
+    country = Column(String, nullable=False)
+
+
+class User(Base):
+    __tablename__ = "users"
+
+    id = Column(Integer, primary_key=True, autoincrement=True)
+    name = Column(String, nullable=False)
+    email = Column(String, nullable=False)
+    age = Column(Integer, nullable=False)
+    address_id = Column(Integer, ForeignKey("addresses.id"), nullable=True)
+    address: Address = relationship(Address, backref="users", lazy="joined")
+
+
+class AddressOut(BaseModel):
+    id: int
+    street: str
+    city: str
+    country: str
+
+    class Config:
+        orm_mode = True
+
+
+class UserIn(BaseModel):
+    name: str
+    email: str
+    age: int
+
+
+class UserOut(UserIn):
+    id: int
+    address: AddressOut | None
+
+    class Config:
+        orm_mode = True
+
+
+class AddressFilter(Filter):
+    street: str | None
+    country: str | None
+    city: str | None = "Nantes"
+    city__in: list[str] | None
+
+    class Constants:
+        model = Address
+
+
+class UserFilter(Filter):
+    name: str | None
+    address: AddressFilter | None = FilterDepends(nested_filter("address", AddressFilter))
+    age__lt: int | None
+    age__gte: int  # <-- NOTE(arthurio): This filter required
+
+    class Constants:
+        model = User
+
+
+app = FastAPI()
+
+
+@app.on_event("startup")
+async def on_startup() -> None:
+    async with engine.begin() as conn:
+        await conn.run_sync(Base.metadata.drop_all)
+        await conn.run_sync(Base.metadata.create_all)
+
+    async with async_session() as session:
+        for _ in range(100):
+            address = Address(street=fake.street_address(), city=fake.city(), country=fake.country())
+            user = User(name=fake.name(), email=fake.email(), age=fake.random_int(min=5, max=120), address=address)
+
+            session.add_all([address, user])
+        await session.commit()
+
+
+@app.on_event("shutdown")
+async def on_shutdown() -> None:
+    async with engine.begin() as conn:
+        await conn.run_sync(Base.metadata.drop_all)
+
+
+async def get_db() -> AsyncIterator[AsyncSession]:
+    async with async_session() as session:
+        yield session
+
+
+@app.get("/users", response_model=list[UserOut])
+async def get_users(user_filter: UserFilter = FilterDepends(UserFilter), db: AsyncSession = Depends(get_db)) -> Any:
+    query = user_filter.filter(select(User).join(Address))
+    result = await db.execute(query)
+    return result.scalars().all()
+
+
+if __name__ == "__main__":
+    uvicorn.run("fastapi_filter_sqlalchemy:app", reload=True)
diff --git a/fastapi_filter/__init__.py b/fastapi_filter/__init__.py
new file mode 100644
index 00000000..85364e05
--- /dev/null
+++ b/fastapi_filter/__init__.py
@@ -0,0 +1,6 @@
+from .base.filter import FilterDepends, nested_filter
+
+__all__ = (
+    "FilterDepends",
+    "nested_filter",
+)
diff --git a/fastapi_filter/base/__init__.py b/fastapi_filter/base/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/fastapi_filter/base/filter.py b/fastapi_filter/base/filter.py
new file mode 100644
index 00000000..602e618f
--- /dev/null
+++ b/fastapi_filter/base/filter.py
@@ -0,0 +1,109 @@
+from copy import deepcopy
+from typing import Any, Type
+
+from fastapi import Depends, HTTPException, status
+from pydantic import BaseModel, Extra, ValidationError, create_model, fields, validator
+from pydantic.fields import FieldInfo
+
+
+class BaseFilterModel(BaseModel, extra=Extra.forbid):
+    class Constants:
+        ...
+
+    def filter(self, query):
+        ...
+
+    @validator("*", pre=True)
+    def split_str(cls, value, field):
+        ...
+
+
+def nested_filter(prefix: str, Filter: Type[BaseFilterModel]):
+    """Allow re-using existing filter under a prefix.
+
+    Example:
+        ```python
+        from pydantic import BaseModel
+        from fastapi_filter.filter import FilterDepends
+
+        class NumberFilter(BaseModel):
+            count: int | None
+
+        class MainFilter(BaseModel):
+            name: str
+            number_filter: Filter | None = FilterDepends(nested_filter("number_filter", Filter))
+        ```
+
+    As a result, you'll get the following filters:
+        * name
+        * number_filter__count
+
+    # Limitation
+
+    The alias generator is the last to be picked in order of prevalence. So if one the fields has a `Query` as default
+    and declares an alias already, this will be picked first and you won't get the prefix.
+
+    Example:
+        ```python
+         from pydantic import BaseModel
+
+        class NumberFilter(BaseModel):
+            count: Optional[int] = Query(default=10, alias=counter)
+
+        class MainFilter(BaseModel):
+            name: str
+            number_filter: Optional[Filter] = FilterDepends(nested_filter("number_filter", Filter))
+        ```
+
+    As a result, you'll get the following filters:
+        * name
+        * counter (*NOT* number_filter__counter)
+    """
+
+    class NestedFilter(Filter):  # type: ignore[misc, valid-type]
+        class Config:
+            extra = Extra.forbid
+
+            @classmethod
+            def alias_generator(cls, string: str) -> str:
+                return f"{prefix}__{string}"
+
+    return NestedFilter
+
+
+def _list_to_str_fields(Filter: Type[BaseFilterModel]):
+    ret: dict[str, tuple[object | Type, FieldInfo | None]] = {}
+    for f in Filter.__fields__.values():
+        field_info = deepcopy(f.field_info)
+        if f.shape == fields.SHAPE_LIST:
+            ret[f.name] = (str | None, field_info)
+        else:
+            field_type = Filter.__annotations__.get(f.name, f.outer_type_)
+            ret[f.name] = (field_type | None, field_info)
+
+    return ret
+
+
+def FilterDepends(Filter: Type[BaseFilterModel], *, use_cache: bool = True) -> Any:
+    """This is a hack to support lists in filters.
+
+    Fastapi doesn't support it yet: https://github.com/tiangolo/fastapi/issues/50
+
+    What we do is loop through the fields of a filter and change any `list` field to a `str` one so that it won't be
+    excluded from the possible query parameters.
+
+    When we apply the filter, we build the original filter to properly validate the data (i.e. can the string be parsed
+    and formatted as a list of <type>?)
+    """
+    fields = _list_to_str_fields(Filter)
+    GeneratedFilter: Type[BaseFilterModel] = create_model(Filter.__class__.__name__, **fields)
+
+    class FilterWrapper(GeneratedFilter):  # type: ignore[misc,valid-type]
+        def filter(self, *args, **kwargs):
+            try:
+                original_filter = Filter(**self.dict())
+            except ValidationError as e:
+                raise HTTPException(status_code=status.HTTP_422_UNPROCESSABLE_ENTITY, detail=str(e))
+            return original_filter.filter(*args, **kwargs)
+
+    return Depends(FilterWrapper)
diff --git a/fastapi_filter/base/order_by.py b/fastapi_filter/base/order_by.py
new file mode 100644
index 00000000..f91649fa
--- /dev/null
+++ b/fastapi_filter/base/order_by.py
@@ -0,0 +1,47 @@
+from pydantic import BaseModel, validator
+
+
+class BaseOrderBy(BaseModel):
+    """Sort queries by one or many fields.
+
+    # Examples:
+
+        >>> "-created_at"
+        >>> "created_at,updated_at"
+        >>> "+created_at,-name"
+
+    # Limitation
+
+    Sorting doesn't support related fields, you can only use the attributes of the targeted model/collection.
+    For example, you can't use `related_model__attribute`.
+    """
+
+    order_by: str | None
+
+    class Constants:
+        ...
+
+    def sort(self, query):
+        ...
+
+    @classmethod
+    def get_constants_field(self):
+        ...
+
+    @validator("order_by", allow_reuse=True)
+    def validate_order_by(cls, value):
+        if not value:
+            return value
+
+        value = value.replace(" ", "")
+
+        for field_name in value.split(","):
+            # Remove direction
+            field_name = field_name.replace("-", "").replace("+", "")
+
+            field = getattr(cls.Constants, cls.get_constants_field())
+
+            if not hasattr(field, field_name):
+                raise ValueError(f"{field_name} is not a valid ordering field.")
+
+        return value
diff --git a/fastapi_filter/contrib/__init__.py b/fastapi_filter/contrib/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/fastapi_filter/contrib/mongoengine/__init__.py b/fastapi_filter/contrib/mongoengine/__init__.py
new file mode 100644
index 00000000..7999feff
--- /dev/null
+++ b/fastapi_filter/contrib/mongoengine/__init__.py
@@ -0,0 +1,7 @@
+from .filter import Filter
+from .order_by import OrderBy
+
+__all__ = (
+    "Filter",
+    "OrderBy",
+)
diff --git a/fastapi_filter/contrib/mongoengine/filter.py b/fastapi_filter/contrib/mongoengine/filter.py
new file mode 100644
index 00000000..8b36512c
--- /dev/null
+++ b/fastapi_filter/contrib/mongoengine/filter.py
@@ -0,0 +1,54 @@
+from mongoengine import QuerySet
+from pydantic import validator
+
+from ...base.filter import BaseFilterModel
+
+
+class Filter(BaseFilterModel):
+    """Base filter for mongoengine related filters.
+
+    Example:
+        ```python
+        class MyModel:
+            id: PrimaryKey()
+            name: StringField(null=True)
+            count: IntField()
+            created_at: DatetimeField()
+
+        class MyModelFilter(Filter):
+            id: Optional[int]
+            id__in: Optional[str]
+            count: Optional[int]
+            count__lte: Optional[int]
+            created_at__gt: Optional[datetime]
+            name__ne: Optional[str]
+            name__nin: Optional[list[str]]
+            name__isnull: Optional[bool]
+
+    # Limitation
+
+    You can't set defaults on filter fields in the class definition or they always will be ignored.
+    Instead, you should set a value on the instance of the filter class.
+    """
+
+    @validator("*", pre=True)
+    def split_str(cls, value, field):
+        if (field.name.endswith("__in") or field.name.endswith("__nin")) and isinstance(value, str):
+            return [field.type_(v) for v in value.split(",")]
+        return value
+
+    def filter(self, query: QuerySet):
+        for field_name, value in self.dict(exclude_defaults=True, exclude_unset=True).items():
+            field = getattr(self, field_name)
+            if isinstance(field, Filter):
+                query = field.filter(query)
+            else:
+                if field_name.endswith("__isnull"):
+                    field_name = field_name.replace("__isnull", "")
+                    if value is False:
+                        field_name = f"{field_name}__ne"
+                    value = None
+
+                query = query.filter(**{field_name: value})
+
+        return query
diff --git a/fastapi_filter/contrib/mongoengine/order_by.py b/fastapi_filter/contrib/mongoengine/order_by.py
new file mode 100644
index 00000000..f98861ba
--- /dev/null
+++ b/fastapi_filter/contrib/mongoengine/order_by.py
@@ -0,0 +1,19 @@
+from mongoengine import QuerySet
+
+from ...base.order_by import BaseOrderBy
+
+
+class OrderBy(BaseOrderBy):
+    """Specialized version of OrderBy for mongoengine."""
+
+    class Constants:
+        collection = None
+
+    @classmethod
+    def get_constants_field(cls):
+        return "collection"
+
+    def sort(self, query: QuerySet):
+        if not self.order_by:
+            return query
+        return query.order_by(*self.order_by.split(","))
diff --git a/fastapi_filter/contrib/sqlalchemy/__init__.py b/fastapi_filter/contrib/sqlalchemy/__init__.py
new file mode 100644
index 00000000..7999feff
--- /dev/null
+++ b/fastapi_filter/contrib/sqlalchemy/__init__.py
@@ -0,0 +1,7 @@
+from .filter import Filter
+from .order_by import OrderBy
+
+__all__ = (
+    "Filter",
+    "OrderBy",
+)
diff --git a/fastapi_filter/contrib/sqlalchemy/filter.py b/fastapi_filter/contrib/sqlalchemy/filter.py
new file mode 100644
index 00000000..1b593732
--- /dev/null
+++ b/fastapi_filter/contrib/sqlalchemy/filter.py
@@ -0,0 +1,87 @@
+# -*- coding: utf-8 -*-
+
+from pydantic import validator
+from sqlalchemy.orm import Query
+from sqlalchemy.sql.selectable import Select
+
+from ...base.filter import BaseFilterModel
+
+_orm_operator_transformer = {
+    "gt": lambda value: ("__gt__", value),
+    "gte": lambda value: ("__ge__", value),
+    "in": lambda value: ("in_", value),
+    "isnull": lambda value: ("is_", None) if value is True else ("is_not", None),
+    "lt": lambda value: ("__lt__", value),
+    "lte": lambda value: ("__le__", value),
+    # XXX(arthurio): Mysql excludes None values when using `in` or `not in` filters.
+    "not": lambda value: ("is_not", value),
+    "not_in": lambda value: ("not_in", value),
+}
+"""Operators à la Django.
+
+Examples:
+    my_datetime__gte
+    count__lt
+    name__isnull
+    user_id__in
+"""
+
+
+class Filter(BaseFilterModel):
+    """Base filter for orm related filters.
+
+    All children must set:
+        ```python
+        class Constants:
+            model = orm.MyModel
+        ```
+
+    It can handle regular field names and Django style operators.
+
+    Example:
+        ```python
+        class MyModel:
+            id: PrimaryKey()
+            name: StringField(nullable=True)
+            count: IntegerField()
+            created_at: DatetimeField()
+
+        class MyModelFilter(Filter):
+            id: int | None
+            id__in: str | None
+            count: int | None
+            count__lte: int | None
+            created_at__gt: datetime | None
+            name__isnull: bool | None
+
+    # Limitation
+
+    You can't set defaults on filter fields in the class definition or they always will be ignored.
+    Instead, you should set a value on the instance of the filter class.
+    """
+
+    class Constants:
+        model = None
+
+    @validator("*", pre=True)
+    def split_str(cls, value, field):
+        if (field.name.endswith("__in") or field.name.endswith("__not_in")) and isinstance(value, str):
+            return [field.type_(v) for v in value.split(",")]
+        return value
+
+    def filter(self, query: Query | Select):
+        for field_name, value in self.dict(exclude_defaults=True, exclude_unset=True).items():
+            field = getattr(self, field_name)
+            if isinstance(field, Filter):
+                query = field.filter(query)
+            else:
+                if "__" in field_name:
+                    field_name, operator = field_name.split("__")
+                    operator, value = _orm_operator_transformer[operator](value)
+                else:
+                    operator = "__eq__"
+
+                model_field = getattr(self.Constants.model, field_name)
+                query = query.filter(getattr(model_field, operator)(value))
+
+        return query
diff --git a/fastapi_filter/contrib/sqlalchemy/order_by.py b/fastapi_filter/contrib/sqlalchemy/order_by.py
new file mode 100644
index 00000000..295b88fd
--- /dev/null
+++ b/fastapi_filter/contrib/sqlalchemy/order_by.py
@@ -0,0 +1,36 @@
+from enum import Enum
+
+from sqlalchemy.orm import Query
+
+from ...base.order_by import BaseOrderBy
+
+
+class OrderBy(BaseOrderBy):
+    """Specialized version of OrderBy for sqlalchemy."""
+
+    class Direction(str, Enum):
+        asc = "asc"
+        desc = "desc"
+
+    class Constants:
+        model = None
+
+    @classmethod
+    def get_constants_field(cls):
+        return "model"
+
+    def sort(self, query: Query):
+        if not self.order_by:
+            return query
+
+        for field_name in self.order_by.split(","):
+            direction = OrderBy.Direction.asc
+            if field_name.startswith("-"):
+                direction = OrderBy.Direction.desc
+            field_name = field_name.replace("-", "").replace("+", "")
+
+            order_by_field = getattr(self.Constants.model, field_name)
+
+            query = query.order_by(getattr(order_by_field, direction)())
+
+        return query
diff --git a/fastapi_filter/py.typed b/fastapi_filter/py.typed
new file mode 100644
index 00000000..e69de29b
diff --git a/mkdocs.yml b/mkdocs.yml
new file mode 100644
index 00000000..322b47d8
--- /dev/null
+++ b/mkdocs.yml
@@ -0,0 +1,3 @@
+site_name: FastAPI filter
+theme:
+  name: material
diff --git a/netlify.toml b/netlify.toml
new file mode 100644
index 00000000..63955dad
--- /dev/null
+++ b/netlify.toml
@@ -0,0 +1,6 @@
+[build]
+publish = "site"
+command = """
+pip3 install -U -r docs_requirements.txt &&
+mkdocs build -d site
+"""
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 00000000..4bb95fcb
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,2171 @@
+[[package]]
+name = "aiosqlite"
+version = "0.17.0"
+description = "asyncio bridge to the standard sqlite3 module"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+typing_extensions = ">=3.7.2"
+
+[[package]]
+name = "anyio"
+version = "3.6.1"
+description = "High level compatibility layer for multiple asynchronous event loop implementations"
+category = "main"
+optional = false
+python-versions = ">=3.6.2"
+
+[package.dependencies]
+idna = ">=2.8"
+sniffio = ">=1.1"
+
+[package.extras]
+doc = ["packaging", "sphinx-rtd-theme", "sphinx-autodoc-typehints (>=1.2.0)"]
+test = ["coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "contextlib2", "uvloop (<0.15)", "mock (>=4)", "uvloop (>=0.15)"]
+trio = ["trio (>=0.16)"]
+
+[[package]]
+name = "appnope"
+version = "0.1.3"
+description = "Disable App Nap on macOS >= 10.9"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "asgiref"
+version = "3.5.2"
+description = "ASGI specs, helper code, and adapters"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+tests = ["pytest", "pytest-asyncio", "mypy (>=0.800)"]
+
+[[package]]
+name = "astor"
+version = "0.8.1"
+description = "Read/rewrite/write Python ASTs"
+category = "dev"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+
+[[package]]
+name = "asttokens"
+version = "2.0.5"
+description = "Annotate AST trees with source code positions"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+six = "*"
+
+[package.extras]
+test = ["astroid", "pytest"]
+
+[[package]]
+name = "atomicwrites"
+version = "1.4.0"
+description = "Atomic file writes."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "attrs"
+version = "21.4.0"
+description = "Classes Without Boilerplate"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[package.extras]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
+docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
+tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"]
+
+[[package]]
+name = "backcall"
+version = "0.2.0"
+description = "Specifications for callback functions passed in to an API"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "bandit"
+version = "1.7.4"
+description = "Security oriented static analyser for python code."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+colorama = {version = ">=0.3.9", markers = "platform_system == \"Windows\""}
+GitPython = ">=1.0.1"
+PyYAML = ">=5.3.1"
+stevedore = ">=1.20.0"
+
+[package.extras]
+test = ["coverage (>=4.5.4)", "fixtures (>=3.0.0)", "flake8 (>=4.0.0)", "stestr (>=2.5.0)", "testscenarios (>=0.5.0)", "testtools (>=2.3.0)", "toml", "beautifulsoup4 (>=4.8.0)", "pylint (==1.9.4)"]
+toml = ["toml"]
+yaml = ["pyyaml"]
+
+[[package]]
+name = "black"
+version = "22.3.0"
+description = "The uncompromising code formatter."
+category = "dev"
+optional = false
+python-versions = ">=3.6.2"
+
+[package.dependencies]
+click = ">=8.0.0"
+mypy-extensions = ">=0.4.3"
+pathspec = ">=0.9.0"
+platformdirs = ">=2"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+
+[package.extras]
+colorama = ["colorama (>=0.4.3)"]
+d = ["aiohttp (>=3.7.4)"]
+jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
+uvloop = ["uvloop (>=0.15.2)"]
+
+[[package]]
+name = "cfgv"
+version = "3.3.1"
+description = "Validate configuration and produce human readable error messages."
+category = "dev"
+optional = false
+python-versions = ">=3.6.1"
+
+[[package]]
+name = "click"
+version = "8.1.3"
+description = "Composable command line interface toolkit"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[[package]]
+name = "colorama"
+version = "0.4.4"
+description = "Cross-platform colored terminal text."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "coverage"
+version = "6.3.3"
+description = "Code coverage measurement for Python"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+tomli = {version = "*", optional = true, markers = "extra == \"toml\""}
+
+[package.extras]
+toml = ["tomli"]
+
+[[package]]
+name = "decorator"
+version = "5.1.1"
+description = "Decorators for Humans"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "distlib"
+version = "0.3.4"
+description = "Distribution utilities"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "executing"
+version = "0.8.3"
+description = "Get the currently executing AST node of a frame, and other information"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "faker"
+version = "13.11.1"
+description = "Faker is a Python package that generates fake data for you."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+python-dateutil = ">=2.4"
+
+[[package]]
+name = "fastapi"
+version = "0.78.0"
+description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
+category = "main"
+optional = false
+python-versions = ">=3.6.1"
+
+[package.dependencies]
+pydantic = ">=1.6.2,<1.7 || >1.7,<1.7.1 || >1.7.1,<1.7.2 || >1.7.2,<1.7.3 || >1.7.3,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0"
+starlette = "0.19.1"
+
+[package.extras]
+all = ["requests (>=2.24.0,<3.0.0)", "jinja2 (>=2.11.2,<4.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "itsdangerous (>=1.1.0,<3.0.0)", "pyyaml (>=5.3.1,<7.0.0)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0,<6.0.0)", "orjson (>=3.2.1,<4.0.0)", "email_validator (>=1.1.1,<2.0.0)", "uvicorn[standard] (>=0.12.0,<0.18.0)"]
+dev = ["python-jose[cryptography] (>=3.3.0,<4.0.0)", "passlib[bcrypt] (>=1.7.2,<2.0.0)", "autoflake (>=1.4.0,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "uvicorn[standard] (>=0.12.0,<0.18.0)", "pre-commit (>=2.17.0,<3.0.0)"]
+doc = ["mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs-markdownextradata-plugin (>=0.1.7,<0.3.0)", "typer (>=0.4.1,<0.5.0)", "pyyaml (>=5.3.1,<7.0.0)"]
+test = ["pytest (>=6.2.4,<7.0.0)", "pytest-cov (>=2.12.0,<4.0.0)", "mypy (==0.910)", "flake8 (>=3.8.3,<4.0.0)", "black (==22.3.0)", "isort (>=5.0.6,<6.0.0)", "requests (>=2.24.0,<3.0.0)", "httpx (>=0.14.0,<0.19.0)", "email_validator (>=1.1.1,<2.0.0)", "sqlalchemy (>=1.3.18,<1.5.0)", "peewee (>=3.13.3,<4.0.0)", "databases[sqlite] (>=0.3.2,<0.6.0)", "orjson (>=3.2.1,<4.0.0)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0,<6.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "flask (>=1.1.2,<3.0.0)", "anyio[trio] (>=3.2.1,<4.0.0)", "types-ujson (==4.2.1)", "types-orjson (==3.6.2)", "types-dataclasses (==0.6.5)"]
+
+[[package]]
+name = "filelock"
+version = "3.7.0"
+description = "A platform independent file lock."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["furo (>=2021.8.17b43)", "sphinx (>=4.1)", "sphinx-autodoc-typehints (>=1.12)"]
+testing = ["covdefaults (>=1.2.0)", "coverage (>=4)", "pytest (>=4)", "pytest-cov", "pytest-timeout (>=1.4.2)"]
+
+[[package]]
+name = "flake8"
+version = "4.0.1"
+description = "the modular source code checker: pep8 pyflakes and co"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+mccabe = ">=0.6.0,<0.7.0"
+pycodestyle = ">=2.8.0,<2.9.0"
+pyflakes = ">=2.4.0,<2.5.0"
+
+[[package]]
+name = "flake8-breakpoint"
+version = "1.1.0"
+description = "Flake8 plugin that check forgotten breakpoints"
+category = "dev"
+optional = false
+python-versions = ">=3.6,<4.0"
+
+[package.dependencies]
+flake8-plugin-utils = ">=1.0,<2.0"
+
+[[package]]
+name = "flake8-builtins"
+version = "1.5.3"
+description = "Check for python builtins being used as variables or parameters."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+flake8 = "*"
+
+[package.extras]
+test = ["coverage", "coveralls", "mock", "pytest", "pytest-cov"]
+
+[[package]]
+name = "flake8-docstrings"
+version = "1.6.0"
+description = "Extension for flake8 which uses pydocstyle to check docstrings"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+flake8 = ">=3"
+pydocstyle = ">=2.1"
+
+[[package]]
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+version = "1.3.2"
+description = "The package provides base classes and utils for flake8 plugin writing"
+category = "dev"
+optional = false
+python-versions = ">=3.6,<4.0"
+
+[[package]]
+name = "flake8-simplify"
+version = "0.19.2"
+description = "flake8 plugin which checks for code that can be simplified"
+category = "dev"
+optional = false
+python-versions = ">=3.6.1"
+
+[package.dependencies]
+astor = ">=0.1"
+flake8 = ">=3.7"
+
+[[package]]
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+version = "0.76"
+description = "CLI tool to convert a python project's %-formatted strings to f-strings."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+astor = "*"
+tomli = ">=1.1.0"
+
+[[package]]
+name = "ghp-import"
+version = "2.1.0"
+description = "Copy your docs directly to the gh-pages branch."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+python-dateutil = ">=2.8.1"
+
+[package.extras]
+dev = ["twine", "markdown", "flake8", "wheel"]
+
+[[package]]
+name = "gitdb"
+version = "4.0.9"
+description = "Git Object Database"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+smmap = ">=3.0.1,<6"
+
+[[package]]
+name = "gitpython"
+version = "3.1.27"
+description = "GitPython is a python library used to interact with Git repositories"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+gitdb = ">=4.0.1,<5"
+
+[[package]]
+name = "greenlet"
+version = "1.1.2"
+description = "Lightweight in-process concurrent programming"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
+
+[package.extras]
+docs = ["sphinx"]
+
+[[package]]
+name = "h11"
+version = "0.13.0"
+description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "identify"
+version = "2.5.0"
+description = "File identification library for Python"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+license = ["ukkonen"]
+
+[[package]]
+name = "idna"
+version = "3.3"
+description = "Internationalized Domain Names in Applications (IDNA)"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "importlib-metadata"
+version = "4.11.3"
+description = "Read metadata from Python packages"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+zipp = ">=0.5"
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)"]
+perf = ["ipython"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)", "importlib-resources (>=1.3)"]
+
+[[package]]
+name = "iniconfig"
+version = "1.1.1"
+description = "iniconfig: brain-dead simple config-ini parsing"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "ipython"
+version = "8.3.0"
+description = "IPython: Productive Interactive Computing"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+appnope = {version = "*", markers = "sys_platform == \"darwin\""}
+backcall = "*"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+decorator = "*"
+jedi = ">=0.16"
+matplotlib-inline = "*"
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+pickleshare = "*"
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+pygments = ">=2.4.0"
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diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 00000000..4a0d3b51
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,88 @@
+[tool.black]
+line-length = 120
+
+[tool.isort]
+profile = "black"
+line_length=120
+skip_gitignore = true
+
+[tool.mypy]
+mypy_path = [
+  "fastapi_filter",
+]
+show_error_codes = true
+plugins = [
+  "sqlalchemy.ext.mypy.plugin",
+]
+
+[[tool.mypy.overrides]]
+module = [
+  "mongoengine.*",
+  "sqlalchemy_utils.*",
+  "uvicorn.*",
+]
+ignore_missing_imports = true
+
+[tool.poetry]
+name = "fastapi-filter"
+version = "0.0.2"
+description = "FastAPI filter"
+authors = ["Arthur Rio <arthur.rio44@gmail.com>"]
+license = "MIT"
+readme = "README.md"
+repository = "https://github.com/arthurio/fastapi-filter"
+classifiers = [
+    "Operating System :: OS Independent",
+    "Programming Language :: Python",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3 :: Only",
+]
+
+[tool.poetry.dependencies]
+python = "^3.10"
+fastapi = "^0.78.0"
+pydantic = "^1.9.0"
+mongoengine = {version = "^0.24.1", optional = true}
+SQLAlchemy = {version = "^1.4.36", optional = true}
+
+[tool.poetry.dev-dependencies]
+pudb = "^2022.1.1"
+bandit = "^1.7.4"
+black = "^22.3.0"
+flake8-breakpoint = "^1.1.0"
+flake8-builtins = "^1.5.3"
+flake8-docstrings = "^1.6.0"
+flake8-simplify = "^0.19.2"
+flake8 = "^4.0.1"
+flynt = "^0.76"
+ipython = "^8.3.0"
+isort = "^5.10.1"
+mypy = "^0.950"
+pre-commit = "^2.19.0"
+pytest-asyncio = "^0.18.3"
+pytest-cov = "^3.0.0"
+pytest-pudb = "^0.7.0"
+pytest = "^7.1.2"
+python-lsp-server = "^1.4.1"
+SQLAlchemy-Utils = "^0.38.2"
+types-click = "^7.1.8"
+types-setuptools = "^57.4.14"
+uvicorn = "^0.17.6"
+mypy-extensions = "^0.4.3"
+typing-extensions = "^4.2.0"
+tomli = "^2.0.1"
+sqlalchemy2-stubs = "^0.0.2-alpha.22"
+greenlet = "^1.1.2"
+mkdocs-material = "^8.2.15"
+Faker = "^13.11.1"
+aiosqlite = "^0.17.0"
+
+[tool.poetry.extras]
+mongoengine = ["mongoengine"]
+sqlalchemy = ["SQLAlchemy"]
+all = ["mongoengine", "SQLAlchemy"]
+
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"
diff --git a/pytest.ini b/pytest.ini
new file mode 100644
index 00000000..6c60fd91
--- /dev/null
+++ b/pytest.ini
@@ -0,0 +1,5 @@
+[pytest]
+asyncio_mode = auto
+addopts =
+    --cov=fastapi_filter
+    --cov-report=term-missing
diff --git a/runtime.txt b/runtime.txt
new file mode 100644
index 00000000..cc1923a4
--- /dev/null
+++ b/runtime.txt
@@ -0,0 +1 @@
+3.8
diff --git a/tests/test_mongoengine/__init__.py b/tests/test_mongoengine/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/tests/test_mongoengine/conftest.py b/tests/test_mongoengine/conftest.py
new file mode 100644
index 00000000..c0645aaf
--- /dev/null
+++ b/tests/test_mongoengine/conftest.py
@@ -0,0 +1,41 @@
+from datetime import datetime
+
+import pytest
+from mongoengine import Document, connect, fields
+
+
+@pytest.fixture(scope="session")
+def database_url() -> str:
+    return "mongodb://127.0.0.1"
+
+
+@pytest.fixture(scope="session")
+def db_connect(database_url):
+    connect(host=database_url, uuidRepresentation="standard")
+
+
+@pytest.fixture(scope="session")
+def User(db_connect):
+    class User(Document):
+        name = fields.StringField(null=True)
+        age = fields.IntField()
+        created_at = fields.DateTimeField()
+
+    return User
+
+
+@pytest.fixture(scope="function")
+def users(User):
+    User(name=None, age=21, created_at=datetime(2021, 12, 1)).save()
+    User(name="Mr Praline", age=33, created_at=datetime(2021, 12, 1)).save()
+    User(name="The colonel", age=90, created_at=datetime(2021, 12, 2)).save()
+    User(name="Mr Creosote", age=21, created_at=datetime(2021, 12, 3)).save()
+    User(name="Rabbit of Caerbannog", age=1, created_at=datetime(2021, 12, 4)).save()
+    User(name="Gumbys", age=50, created_at=datetime(2021, 12, 4)).save()
+
+
+@pytest.fixture(scope="function", autouse=True)
+def clear_database(User):
+    User.drop_collection()
+    yield
+    User.drop_collection()
diff --git a/tests/test_mongoengine/test_filter.py b/tests/test_mongoengine/test_filter.py
new file mode 100644
index 00000000..5210da00
--- /dev/null
+++ b/tests/test_mongoengine/test_filter.py
@@ -0,0 +1,39 @@
+from typing import Optional
+
+import pytest
+
+from fastapi_filter.contrib.mongoengine import Filter
+
+
+@pytest.mark.parametrize(
+    "filter_,expected_count",
+    [
+        [{"name": "Mr Praline"}, 1],
+        [{"name__isnull": True}, 1],
+        [{"name__nin": "Mr Praline,Mr Creosote,Gumbys,Knight"}, 3],
+        [{"name__isnull": False}, 5],
+        [{"name__ne": "Mr Praline"}, 5],
+        [{"name__ne": "Mr Praline", "age__gte": 21, "age__lt": 50}, 2],
+        [{"age__in": [1]}, 1],
+        [{"age__in": "1"}, 1],
+        [{"age__in": "21,33"}, 3],
+    ],
+)
+def test_basic_filter(User, users, filter_, expected_count):
+    class UserFilter(Filter):
+        name: Optional[str]
+        name__in: Optional[list[str]]
+        name__not: Optional[str]
+        name__nin: Optional[list[str]]
+        name__ne: Optional[str]
+        name__isnull: Optional[bool]
+        age: Optional[int]
+        age__lt: Optional[int]
+        age__lte: Optional[int]
+        age__gt: Optional[int]
+        age__gte: Optional[int]
+        age__in: Optional[list[int]]
+
+    query = User.objects().all()
+    query = UserFilter(**filter_).filter(query)
+    assert query.count() == expected_count
diff --git a/tests/test_mongoengine/test_order_by.py b/tests/test_mongoengine/test_order_by.py
new file mode 100644
index 00000000..3978407d
--- /dev/null
+++ b/tests/test_mongoengine/test_order_by.py
@@ -0,0 +1,69 @@
+import pytest
+from pydantic import ValidationError
+
+from fastapi_filter.contrib.mongoengine import OrderBy
+
+
+@pytest.mark.parametrize(
+    "order_by,assert_function",
+    [
+        [None, lambda previous_user, user: True],
+        [
+            "name",
+            lambda previous_user, user: previous_user.name <= user.name if previous_user.name and user.name else True,
+        ],
+        [
+            "-created_at",
+            lambda previous_user, user: previous_user.created_at >= user.created_at,
+        ],
+        [
+            "age,-name",
+            lambda previous_user, user: (previous_user.age < user.age)
+            or (
+                previous_user.age == user.age
+                and (previous_user.name <= user.name if previous_user.name and user.name else True)
+            ),
+        ],
+    ],
+)
+def test_basic_order_by(User, users, order_by, assert_function):
+    class UserOrderBy(OrderBy):
+        class Constants:
+            collection = User
+
+    query = User.objects().all()
+    query = UserOrderBy(order_by=order_by).sort(query)
+    previous_user = None
+    for user in query:
+        if not previous_user:
+            previous_user = user
+            continue
+        assert assert_function(previous_user, user)
+        previous_user = user
+
+
+def test_order_by_with_default(User, users):
+    class UserOrderBy(OrderBy):
+        class Constants:
+            collection = User
+
+        order_by: str = "age"
+
+    query = User.objects().all()
+    query = UserOrderBy().sort(query)
+    previous_user = None
+    for user in query:
+        if not previous_user:
+            previous_user = user
+            continue
+        assert previous_user.age <= user.age
+        previous_user = user
+
+
+def test_invalid_order_by(User, users):
+    class UserOrderBy(OrderBy):
+        class Constants:
+            collection = User
+
+    with pytest.raises(ValidationError):
+        UserOrderBy(order_by="invalid")
diff --git a/tests/test_sqlalchemy/__init__.py b/tests/test_sqlalchemy/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/tests/test_sqlalchemy/conftest.py b/tests/test_sqlalchemy/conftest.py
new file mode 100644
index 00000000..3f074219
--- /dev/null
+++ b/tests/test_sqlalchemy/conftest.py
@@ -0,0 +1,79 @@
+import os
+from datetime import datetime
+
+import pytest
+import sqlalchemy_utils
+from sqlalchemy import Column, DateTime, Integer, String, create_engine
+from sqlalchemy.ext.declarative import declarative_base
+from sqlalchemy.orm import sessionmaker
+
+
+@pytest.fixture(scope="session")
+def sqlite_file():
+    file_name = "./fastapi_filter.sqlite"
+    yield file_name
+    os.remove(file_name)
+
+
+@pytest.fixture(scope="session")
+def database_url(sqlite_file) -> str:
+    return f"sqlite:///{sqlite_file}"
+
+
+@pytest.fixture(scope="session")
+def engine(database_url):
+    return create_engine(database_url)
+
+
+@pytest.fixture(scope="session")
+def SessionLocal(engine, create_test_database):
+    return sessionmaker(autocommit=True, autoflush=True, bind=engine)
+
+
+@pytest.fixture(scope="function")
+def session(engine, SessionLocal, Base):
+    Base.metadata.create_all(engine)
+    with SessionLocal() as session:
+        yield session
+    Base.metadata.drop_all(engine)
+
+
+@pytest.fixture(scope="session")
+def create_test_database(engine):
+    if sqlalchemy_utils.database_exists(engine.url):
+        sqlalchemy_utils.drop_database(engine.url)
+    sqlalchemy_utils.create_database(engine.url)
+    yield
+
+
+@pytest.fixture(scope="session")
+def Base(engine):
+    return declarative_base(bind=engine)
+
+
+@pytest.fixture(scope="session")
+def User(Base):
+    class User(Base):
+        __tablename__ = "users"
+
+        object_id = Column(Integer, primary_key=True, autoincrement=True)
+        created_at = Column(DateTime, default=datetime.now)
+        updated_at = Column(DateTime, default=datetime.now, onupdate=datetime.now)
+        name = Column(String, nullable=True)
+        age = Column(Integer, nullable=False, default=21)
+
+    return User
+
+
+@pytest.fixture(scope="function")
+def users(session, User):
+    session.add_all(
+        [
+            User(name=None, age=21, created_at=datetime(2021, 12, 1)),
+            User(name="Mr Praline", age=33, created_at=datetime(2021, 12, 1)),
+            User(name="The colonel", age=90, created_at=datetime(2021, 12, 2)),
+            User(name="Mr Creosote", age=21, created_at=datetime(2021, 12, 3)),
+            User(name="Rabbit of Caerbannog", age=1, created_at=datetime(2021, 12, 4)),
+            User(name="Gumbys", age=50, created_at=datetime(2021, 12, 4)),
+        ]
+    )
diff --git a/tests/test_sqlalchemy/test_filter.py b/tests/test_sqlalchemy/test_filter.py
new file mode 100644
index 00000000..4c389286
--- /dev/null
+++ b/tests/test_sqlalchemy/test_filter.py
@@ -0,0 +1,44 @@
+from typing import Optional
+
+import pytest
+from sqlalchemy.future import select
+
+from fastapi_filter.contrib.sqlalchemy import Filter
+
+
+@pytest.mark.parametrize(
+    "filter_,expected_count",
+    [
+        [{"name": "Mr Praline"}, 1],
+        [{"name__in": "Mr Praline,Mr Creosote,Gumbys,Knight"}, 3],
+        [{"name__isnull": True}, 1],
+        [{"name__isnull": False}, 5],
+        [{"name__not_in": "Mr Praline,Mr Creosote,Gumbys,Knight"}, 2],
+        [{"name__not": "Mr Praline"}, 5],
+        [{"name__not": "Mr Praline", "age__gte": 21, "age__lt": 50}, 2],
+        [{"age__in": [1]}, 1],
+        [{"age__in": "1"}, 1],
+        [{"age__in": "21,33"}, 3],
+    ],
+)
+def test_basic_filter(session, User, users, filter_, expected_count):
+    class UserFilter(Filter):
+        name: Optional[str]
+        name__in: Optional[list[str]]
+        name__not: Optional[str]
+        name__not_in: Optional[list[str]]
+        name__isnull: Optional[bool]
+        age: Optional[int]
+        age__lt: Optional[int]
+        age__lte: Optional[int]
+        age__gt: Optional[int]
+        age__gte: Optional[int]
+        age__in: Optional[list[int]]
+
+        class Constants:
+            model = User
+
+    query = select(User)
+    query = UserFilter(**filter_).filter(query)
+    result = session.execute(query).scalars().all()
+    assert len(result) == expected_count
diff --git a/tests/test_sqlalchemy/test_order_by.py b/tests/test_sqlalchemy/test_order_by.py
new file mode 100644
index 00000000..59ca2dad
--- /dev/null
+++ b/tests/test_sqlalchemy/test_order_by.py
@@ -0,0 +1,71 @@
+import pytest
+from pydantic import ValidationError
+from sqlalchemy import select
+
+from fastapi_filter.contrib.sqlalchemy import OrderBy
+
+
+@pytest.mark.parametrize(
+    "order_by,assert_function",
+    [
+        [None, lambda previous_user, user: True],
+        [
+            "name",
+            lambda previous_user, user: previous_user.name <= user.name if previous_user.name and user.name else True,
+        ],
+        [
+            "-created_at",
+            lambda previous_user, user: previous_user.created_at >= user.created_at,
+        ],
+        [
+            "age,-name",
+            lambda previous_user, user: (previous_user.age < user.age)
+            or (
+                previous_user.age == user.age
+                and (previous_user.name <= user.name if previous_user.name and user.name else True)
+            ),
+        ],
+    ],
+)
+def test_basic_orm_order_by(session, User, users, order_by, assert_function):
+    class UserOrderBy(OrderBy):
+        class Constants:
+            model = User
+
+    query = select(User)
+    query = UserOrderBy(order_by=order_by).sort(query)
+    result = session.execute(query).scalars().all()
+    previous_user = None
+    for user in result:
+        if not previous_user:
+            previous_user = user
+            continue
+        assert assert_function(previous_user, user)
+        previous_user = user
+
+
+def test_orm_order_by_with_default(session, User, users):
+    class UserOrderBy(OrderBy):
+        class Constants:
+            model = User
+
+        order_by: str = "age"
+
+    query = select(User)
+    query = UserOrderBy().sort(query)
+    previous_user = None
+    for user in session.execute(query).scalars().all():
+        if not previous_user:
+            previous_user = user
+            continue
+        assert previous_user.age <= user.age
+        previous_user = user
+
+
+def test_invalid_orm_order_by(User, users):
+    class UserOrderBy(OrderBy):
+        class Constants:
+            model = User
+
+    with pytest.raises(ValidationError):
+        UserOrderBy(order_by="invalid")