> For the complete documentation index, see [llms.txt](https://docs.elimity.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.elimity.com/reference-manual/v3.44.2/advanced-topics/pattern-matching.md).

# Pattern matching

Elimity Insights provides several options for comparing attributes with expected values. In most cases, a simple 'equals', 'contains' or 'starts with' check is sufficient. However, from v3.24.0 onwards, users can also perform flexible pattern matching for more complex use-cases. The list below provides some example queries that were previously impossible:

* find all files with a path containing at least 2 slashes: path matches pattern `/.*/`
* find all users with an invalid phone number: phone does not match pattern `^\d{4}/(\d\d\.){2}\d\d$`
* find all groups with a name that starts with 8 digits: name matches pattern `^\d{8}`

[The Google RE2 specification](https://github.com/google/re2/wiki/Syntax) provides a technical explanation of how these patterns work exactly. For a quick overview, refer to the cheat sheet at <https://yourbasic.org/golang/regexp-cheat-sheet/#cheat-sheet>.


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# Agent Instructions
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## 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, and the optional `goal` query parameter:

```
GET https://docs.elimity.com/reference-manual/v3.44.2/advanced-topics/pattern-matching.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

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.
