---
title: "Wrap up"
description: "Learn how to shut down your Aerospike Graph Docker environment and explore next steps in this tutorial wrap-up."
---

# Wrap up

> For the complete documentation index see: [llms.txt](https://aerospike.com/docs/llms.txt)
> 
> All documentation pages available in markdown.

Great job modeling, querying, and mutating the sample graph. Before you move on, you should shut down the Docker environment you started at the beginning of this tutorial.

## Shut down your environment

1.  Navigate back to the `aerospike-graph` repository root.
    
2.  Stop the Docker services you started earlier:
    
    Terminal window
    
    ```bash
    docker compose down
    ```
    

You’re all done!

::: undefined
-   I’ve shut down the Aerospike Graph environment.
:::

Share

Congratulations on completing this tutorial! Share your achievement with the world and let everyone know about your newly acquired skills.

[](https://www.linkedin.com/feed/?shareActive&mini=true&text=Just%20built%20my%20first%20Aerospike%20Graph%20app%20with%20Python!%20%F0%9F%90%8D%F0%9F%93%8A%0A%0AModeled%20user%20transactions%2C%20ran%20Gremlin%20queries%2C%20and%20experienced%20the%20speed%20of%20graph%20traversals%20at%20scale.%20Clean%20API%2C%20fast%20setup.%0A%0A%23AerospikeGraph%20%23Python%20%23GraphDatabase%20%23Gremlin%20%23DevTools%0A%0Ahttps%3A%2F%2Faerospike.com%2Fdocs%2Fgraph%2Fgraph-and-python-basics "Post to LinkedIn")[](https://bsky.app/intent/compose?text=Just%20built%20my%20first%20Aerospike%20Graph%20app%20with%20Python!%20%F0%9F%90%8D%F0%9F%93%8A%0A%0AModeled%20user%20transactions%2C%20ran%20Gremlin%20queries%2C%20and%20experienced%20the%20speed%20of%20graph%20traversals%20at%20scale.%20Clean%20API%2C%20fast%20setup.%0A%0A%23AerospikeGraph%20%23Python%20%23GraphDatabase%20%23Gremlin%20%23DevTools%0A%0Ahttps%3A%2F%2Faerospike.com%2Fdocs%2Fgraph%2Fgraph-and-python-basics "Post to BlueSky")[](https://twitter.com/intent/tweet?text=Just%20built%20my%20first%20Aerospike%20Graph%20app%20with%20Python!%20%F0%9F%90%8D%F0%9F%93%8A%0A%0AModeled%20user%20transactions%2C%20ran%20Gremlin%20queries%2C%20and%20experienced%20the%20speed%20of%20graph%20traversals%20at%20scale.%20Clean%20API%2C%20fast%20setup.%0A%0A%23AerospikeGraph%20%23Python%20%23GraphDatabase%20%23Gremlin%20%23DevTools%0A%0Ahttps%3A%2F%2Faerospike.com%2Fdocs%2Fgraph%2Fgraph-and-python-basics "Post to Twitter")

::: undefined
-   To visualize your graph data interactively, see the [Visualize your graph with G.V() tutorial](https://aerospike.com/docs/graph/visualize-your-graph-with-gdotv).
    
-   To learn more about data loading at scale, see the [Data loading overview page](https://aerospike.com/docs/graph/load/overview).
    
-   To explore query patterns, see the [Query usage page](https://aerospike.com/docs/graph/develop/query/basics).
:::

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Modify the graph](https://aerospike.com/docs/graph/graph-and-python-basics/step/3/part/0/mutate-graph)