Joshen Lim 2c53ca4a79 Support listing and reading custom reports from Assistant (#48530) ...

## Context

This is pre-requisite work for adding support to managing custom reports
from the Assistant. Planning to break this into a number of PRs, briefly
- Adding read support for custom reports
- Adding write support for custom reports
- Adding run support for custom reports
  - Should be able to infer data from the results then

This PR starts with adding support for listing and reading custom
reports from the Assistant

## Other changes involved
- Updates setting up of the home page report to have better title and
description
- Swaps the variant of the ToggleGroup in the SQL block for custom
reports as the default variant blends into the background color of the
PopoverContent

## To test
- [ ] Assistant should be able to list custom reports + read its
contents
<img width="428" height="755" alt="image"
src="https://github.com/user-attachments/assets/6a15b660-c0ee-4a06-984c-87eff3943eec"
/>


<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit

- **New Features**
- Added AI-assisted tools to list reports and retrieve report details,
including chart counts, layouts, configurations, and SQL-backed chart
information.
  - Added clearer empty-state messaging when no snippets are available.

- **Improvements**
- New homepage reports now use the name “Homepage Report” and include a
descriptive project-home summary.
  - Updated query controls with refreshed visual styling.
  - Improved content requests to support additional request context.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->

2026-08-03 13:59:50 +07:00

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