# Beam Guides

- [ML Features by Location](https://docs.predicthq.com/getting-started/guides/beam-guides/forecast-ready-features-at-scale.md): The provided notebook demonstrates how you can get relevant forecast-ready features for your locations, at scale. To do this, we will use the Beam API.
- [ML Features by Group](https://docs.predicthq.com/getting-started/guides/beam-guides/ml-features-by-group.md): The provided notebook demonstrates how you can get an aggregated set of relevant forecast-ready features for several of your locations. To do this, we will use the Beam API's Analysis Groups.


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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.predicthq.com/getting-started/guides/beam-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.