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Pre-built prompt for connecting SQLAlchemy to Lakebase Postgres

SQLAlchemy is a Python SQL toolkit and Object Relational Mapper (ORM) that provides application developers with the full power and flexibility of SQL. This guide describes how to create a project on Neon and connect to it from SQLAlchemy.

**Prerequisites:**

To complete the steps in this topic, ensure that you have an SQLAlchemy installation with a Postgres driver. The following instructions use `psycopg2`, the default driver for Postgres in SQLAlchemy. For SQLAlchemy installation instructions, refer to the [SQLAlchemy Installation Guide](https://docs.sqlalchemy.org/en/14/intro.html#installation). `psycopg2` installation instructions are provided below.

To connect to a Lakebase Postgres database from SQLAlchemy:

::::steps
:::step{title="Create a Neon project"}
If you do not have one already, create a Neon project. Save your connection details, including your password. They are required when defining connection settings.

1. Navigate to the [Projects](https://console.neon.tech/app/projects) page in the Neon Console.
2. Click **New Project**.
3. Specify your project settings and click **Create Project**.
:::

:::step{title="Install psycopg2"}
Psycopg2 is a popular python library for running raw Postgres queries.

For most operating systems, the quickest installation method is using the PIP package manager. For example:

```bash
pip install psycopg2-binary
```

For additional information about installing `psycopg2`, refer to the [psycopg2 installation documentation](https://www.psycopg.org/docs/install.html).
:::

:::step{title="Create the 'hello neon' program"}
```python
import psycopg2

# Optional: tell psycopg2 to cancel the query on Ctrl-C
import psycopg2.extras; psycopg2.extensions.set_wait_callback(psycopg2.extras.wait_select)

# You can set the password to None if it is specified in a ~/.pgpass file
USERNAME = "alex"
PASSWORD = "AbC123dEf"
HOST = "@ep-cool-darkness-123456.us-east-2.aws.neon.tech"
PORT = "5432"
PROJECT = "dbname"

conn_str = f"dbname={PROJECT} user={USERNAME} password={PASSWORD} host={HOST} port={PORT} sslmode=require&channel_binding=require"

conn = psycopg2.connect(conn_str)

with conn.cursor() as cur:
 cur.execute("SELECT 'hello neon';")
 print(cur.fetchall())
```

You can find the connection details for your database by clicking the **Connect** button in the Console nav. For more information, see [Connect from any application](/guides/postgres-connect-connect-from-any-app).

#### note

This example was tested with Python 3 and psycopg2 version 2.9.3.
:::

:::step{title="Create an SQLAlchemy engine for your Neon project"}
SQLAlchemy uses engine abstraction to manage database connections and exposes a `create_engine` function as the primary endpoint for engine initialization.

The following example creates an SQLAlchemy engine that points to your Neon branch:

```python
from sqlalchemy import create_engine

USERNAME = "alex"
PASSWORD = "AbC123dEf"
HOST = "ep-cool-darkness-123456.us-east-2.aws.neon.tech"
DATABASE = "dbname"

conn_str = f'postgresql://{USERNAME}:{PASSWORD}@{HOST}/{DATABASE}?sslmode=require&channel_binding=require'

engine = create_engine(conn_str)
```

You can find the connection string for your database by clicking the **Connect** button in the Console nav. For more information, see [Connect from any application](/guides/postgres-connect-connect-from-any-app).

For additional information about connecting from SQLAlchemy, refer to the following topics in the SQLAlchemy documentation:

- [Establishing Connectivity - the Engine](https://docs.sqlalchemy.org/en/14/tutorial/engine.html)
- [Connecting to PostgreSQL with SQLAlchemy](https://docs.sqlalchemy.org/en/14/core/engines.html#postgresql)
:::
::::

## SQLAlchemy connection errors

- SQLAlchemy versions prior to 2.0.33 may reuse idle connections, leading to connection errors. If this occurs, you could encounter an `SSL connection has been closed unexpectedly` error. To resolve this, upgrade to SQLAlchemy 2.0.33 or later. For more details, see the [SQLAlchemy 2.0.33 changelog](https://docs.sqlalchemy.org/en/20/changelog/changelog_20.html#change-2.0.33-postgresql).

- If you encounter an `SSL SYSCALL error: EOF detected` when connecting to the database, this typically happens because the application is trying to reuse a connection after the Neon compute has been suspended due to inactivity. To resolve this issue, try one of the following options:

  - Set the SQLAlchemy `pool_recycle` parameter to a value less than or equal to the scale to zero setting configured for your compute.
  - Set the SQLAlchemy `pool_pre_ping` parameter to `true`. This ensures that your engine checks if the connection is alive before executing a query.

  For more details on the `pool_recycle` and `pool_pre_ping` parameters, refer to [SQLAlchemy: Connection Pool Configuration](https://docs.sqlalchemy.org/en/20/core/pooling.html#connection-pool-configuration) and [Dealing with Disconnects](https://docs.sqlalchemy.org/en/20/core/pooling.html#connection-pool-configuration). For information on configuring Neon's scale to zero setting, see [Configuring Scale to Zero for Neon computes](/guides/postgres-guides-scale-to-zero-guide).

## Schema migration with SQLAlchemy

For schema migration with SQLAlchemy, see our guide:

- [<img src="../img/site-assets/neon.com/_next/static/immutable/media/pattern.2qd_7vmtgnbf6.png" alt=""> SQLAlchemy Migrations Schema migration with Lakebase Postgres and SQLAlchemy](/guides/integrations-tooling-guides-sqlalchemy-migrations)

## Next steps

- [Add Object Storage](/guides/object-storage-index): S3-compatible file storage that branches with your database
- [Call an LLM with AI Gateway](/guides/ai-gateway-index): Access foundation models from Anthropic, OpenAI, Google, and more with one credential

## Need help?

Join our [Discord Server](https://neon.com/discord) to ask questions or see what others are doing with Neon. For paid plan support options, see [Support](/guides/postgres-introduction-support).

## Related pages

- [Connect a Django application to Neon](./neon-docs-guides-django.md)
- [Connect from Drizzle to Neon](./neon-docs-guides-drizzle.md)
- [Connect from Elixir with Ecto to Neon](./neon-docs-guides-elixir-ecto.md)
- [Connect from Kysely to Neon](./neon-docs-guides-kysely.md)
- [Connect from Laravel to Neon](./neon-docs-guides-laravel.md)
- [Connect a Ruby on Rails application to Lakebase Postgres](./neon-docs-guides-ruby-on-rails.md)
- [Connect a Tortoise ORM application to Neon](./neon-docs-guides-tortoise-orm.md)
- [Connect from Better Drizzle to Neon](./neon-docs-guides-better-drizzle.md)

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