> ## Documentation Index
> Fetch the complete documentation index at: https://docs.omni.co/llms.txt
> Use this file to discover all available pages before exploring further.
## Submitting Feedback
If you encounter incorrect, outdated, or confusing documentation on this page, submit feedback:
POST https://docs.omni.co/feedback
```json
{
"path": "/demos/2024/20241108",
"feedback": "Description of the issue"
}
```
Only submit feedback when you have something specific and actionable to report.
# November 8, 2024
> AI Tuning, Lots of Visualization Improvements, Better Date Filtering, and Our First Customer Demo
**Stay in the loop!** Subscribe to the [demo RSS feed](/demos/rss.xml) to be notified when we post new demos.
Demos highlight what we are working on or experimenting with, but are not a guarantee of release. Let us know your thoughts at [support@omni.co](mailto:support@omni.co).
## AI conversation and better training hooks
*Arielle Strong, Gustav Staprans · `Blobby` `Workbook`*
Our AI is getting smarter. Now Blobby can answer data questions like suggesting queries or offering follow-up questions. Additionally we've added some metadata hooks in the model to improve how fields are selected, add example values, and more.
## Maps guest demo with CamoAG
*`Visualization` `Dashboards`*
Chris gives us an overview of the different mapping and tiling systems in use at Camo, and shows off a few of the new Omni region mapping visualizations.
## Map regions launch
*Rob Miller · `Visualization` `Dashboards`*
The general launch of map regions in GA, plus a demo of the new support for rendering these through the scheduler and more intelligent viewport setting when data gets filtered.
## Visualization axis tick controls
*Nate Agrin · `Visualization`*
Lots of new toggles to make axes exactly right. Now you can hide/show ticks, the axis line, and more.
## Axis date format improvements
*Nate Agrin · `Visualization`*
We polished up the default datetime formats on x-axis to make it more intelligent and easier to read.
## SQL autocomplete improvements
*Richard Czechowski · `Sql` `Workbook`*
Still striving to create a best-in-class SQL writing experience. We overhauled the autocomplete UX to be more intelligent and prettier.
## Change to date endpoints with filters
*Steven Talbot · `Workbook` `Filtering` `Dashboards`*
Date filters using between were set to mirror Looker's behavior, which means that the end date was non-inclusive. We've heard lots of feedback that folks don't like that and have now changed the behavior and added an additional tooltip to explain (ie. now 2024-01-01 to 2024-06-01 will include June 1st rather than excluding it).
## Bugfix for dash tiles moving on save
*Chris Merrick · `Dashboards`*
We finally got to the root of a frustrating bug that was moving visualizations on the dashboard after unrelated edits.
## More drafts preview
*Luke Bowerman · `Workbook` `Dashboards`*
Luke gives us another demo of the soon-to-release drafts workflow.
## Parameterized connections with user attributes
*Steven Talbot · `Administration` `Modeling`*
New tooling that allows database connections to be parameterized via user attributes. This offers some optionality around permissioning (secure connection vs open connection) or even allowing large Snowflake warehouses for specific users or use cases.
## Embed user permissions changes
*Nate Agrin · `Embed` `Administration`*
We've tuned the handling of embed user permissions. Rather than using connection defaults, now external embed users will require explicit permission setting in the URL construction. This makes app intent more clear and offers more nuance for internal/external shared deployments.
## Model editing API
*Jamie Davidson · `Api` `Administration` `Modeling`*