> For AI agents: the complete documentation index is at [llms.txt](https://reflex.dev/docs/llms.txt). Markdown versions are available by appending `.md` or sending `Accept: text/markdown`.

# Database

Reflex uses [sqlmodel](https://sqlmodel.tiangolo.com) to provide a built-in ORM wrapping SQLAlchemy.

The examples on this page refer specifically to how Reflex uses various tools to
expose an integrated database interface. Only basic use cases will be covered
below, but you can refer to the
[sqlmodel tutorial](https://sqlmodel.tiangolo.com/tutorial/select/)
for more examples and information, just replace `SQLModel` with `rx.Model` and
`Session(engine)` with `rx.session()`

For advanced use cases, please see the
[SQLAlchemy docs](https://docs.sqlalchemy.org/en/14/orm/quickstart.html) (v1.4).

```md alert info
# Using NoSQL Databases

If you are using a NoSQL database (e.g. MongoDB), you can work with it in Reflex by installing the appropriate Python client library. In this case, Reflex will not provide any ORM features.
```

## Connecting

Reflex provides a built-in SQLite database for storing and retrieving data.

You can connect to your own SQL compatible database by modifying the
`rxconfig.py` file with your database url.

```python
config = rx.Config(
    app_name="my_app",
    db_url="sqlite:///reflex.db",
)
```

For more examples of database URLs that can be used, see the [SQLAlchemy
docs](https://docs.sqlalchemy.org/en/14/core/engines.html#backend-specific-urls).
Be sure to install the appropriate DBAPI driver for the database you intend to
use.

## Tables

To create a table make a class that inherits from `rx.Model` with and specify
that it is a table.

```python
class User(rx.Model, table=True):
    username: str
    email: str
    password: str
```

## Migrations

Reflex leverages [alembic](https://alembic.sqlalchemy.org/en/latest/)
to manage database schema changes.

Before the database feature can be used in a new app you must call `reflex db init`
to initialize alembic and create a migration script with the current schema.

After making changes to the schema, use
`reflex db makemigrations --message 'something changed'`
to generate a script in the `alembic/versions` directory that will update the
database schema. It is recommended that generated scripts be inspected before applying them.

Bear in mind that your newest models will not be detected by the `reflex db makemigrations`
command unless imported and used somewhere within the application.

The `reflex db migrate` command is used to apply migration scripts to bring the
database up to date. During app startup, if Reflex detects that the current
database schema is not up to date, a warning will be displayed on the console.

## Queries

To query the database you can create a `rx.session()`
which handles opening and closing the database connection.

You can use normal SQLAlchemy queries to query the database.

```python
with rx.session() as session:
    session.add(User(username="test", email="admin@reflex.dev", password="admin"))
    session.commit()
```

```md video https://youtube.com/embed/ITOZkzjtjUA?start=6835&end=8225
# Video: Tutorial of Database Model with Forms, Model Field Changes and Migrations, and adding a DateTime Field
```