# How-to Guides

- [Running Feast with Snowflake/GCP/AWS](https://docs.feast.dev/v0.41-branch/how-to-guides/feast-snowflake-gcp-aws.md)
- [Install Feast](https://docs.feast.dev/v0.41-branch/how-to-guides/feast-snowflake-gcp-aws/install-feast.md)
- [Create a feature repository](https://docs.feast.dev/v0.41-branch/how-to-guides/feast-snowflake-gcp-aws/create-a-feature-repository.md)
- [Deploy a feature store](https://docs.feast.dev/v0.41-branch/how-to-guides/feast-snowflake-gcp-aws/deploy-a-feature-store.md)
- [Build a training dataset](https://docs.feast.dev/v0.41-branch/how-to-guides/feast-snowflake-gcp-aws/build-a-training-dataset.md)
- [Load data into the online store](https://docs.feast.dev/v0.41-branch/how-to-guides/feast-snowflake-gcp-aws/load-data-into-the-online-store.md)
- [Read features from the online store](https://docs.feast.dev/v0.41-branch/how-to-guides/feast-snowflake-gcp-aws/read-features-from-the-online-store.md)
- [Scaling Feast](https://docs.feast.dev/v0.41-branch/how-to-guides/feast-snowflake-gcp-aws/scaling-feast.md)
- [Structuring Feature Repos](https://docs.feast.dev/v0.41-branch/how-to-guides/feast-snowflake-gcp-aws/structuring-repos.md)
- [Running Feast in production (e.g. on Kubernetes)](https://docs.feast.dev/v0.41-branch/how-to-guides/running-feast-in-production.md)
- [Customizing Feast](https://docs.feast.dev/v0.41-branch/how-to-guides/customizing-feast.md)
- [Adding a custom batch materialization engine](https://docs.feast.dev/v0.41-branch/how-to-guides/customizing-feast/creating-a-custom-materialization-engine.md)
- [Adding a new offline store](https://docs.feast.dev/v0.41-branch/how-to-guides/customizing-feast/adding-a-new-offline-store.md)
- [Adding a new online store](https://docs.feast.dev/v0.41-branch/how-to-guides/customizing-feast/adding-support-for-a-new-online-store.md)
- [Adding a custom provider](https://docs.feast.dev/v0.41-branch/how-to-guides/customizing-feast/creating-a-custom-provider.md)
- [Adding or reusing tests](https://docs.feast.dev/v0.41-branch/how-to-guides/adding-or-reusing-tests.md)


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# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.feast.dev/v0.41-branch/how-to-guides.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.