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πŸ“ Description

  • Merge feature branch into main

✨ Changes

Select what type of change your PR is:

  • πŸš€ New feature (non-breaking change which adds functionality)
  • 🐞 Bug fix (non-breaking change which fixes an issue)
  • πŸ”„ Refactor (non-breaking change which refactors the code base)
  • ⚑ Performance improvements
  • 🎨 Style changes (code style/formatting)
  • πŸ§ͺ Tests (adding/modifying tests)
  • πŸ“š Documentation update
  • πŸ“¦ Build system changes
  • 🚧 CI/CD configuration
  • πŸ”§ Chore (general maintenance)
  • πŸ”’ Security update
  • πŸ’₯ Breaking change (fix or feature that would cause existing functionality to not work as expected)

βœ… Checklist

Before you submit your pull request, please make sure you have completed the following steps:

  • πŸ“š I have made the necessary updates to the documentation (if applicable).
  • πŸ§ͺ I have written tests that support my changes and prove that my fix is effective or my feature works (if applicable).
  • 🏷️ My PR title follows conventional commit format.

For more information about code review checklists, see the Code Review Checklist.

MarkRedeman and others added 30 commits November 26, 2025 10:54
* initial backend commit

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* app -> src

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* Remove empty file

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* move code

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* fix style backend

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* rename media endpoint

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

---------

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>
add unit tests for endpoints

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>
These won't be needed yet
* Use src folder inside run.sh

* Set openapi_url path

* Update to react 19

* Specify bash language in readme
* add training + inference endpoint

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* remove model api

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* cleanup code

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* update async execution

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* improve training worker loop and predict endpoint

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* fix style

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* fix style to use python3.10 generics

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* add tests for services

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* style fix

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* style fix

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* style fix

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* style fix

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* style fix

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

---------

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>
* Add github actions for ui and server of geti inspect

* Exclude UI from pre-commit prettier configuration

The UI uses a different prettier configuration that does not seem to be
picked up by pre-commit.

* Add newline to .prettierignore

* Apply prettier to `geti-inspect.yaml`

* Generate OpenAPI spec before running UI checks

* Checkout with lfs

* Fix lint issues by removing wip components

* Try installing git lfs in the playwright docker image

* Fix unused noqa
* Add OpenAPI route

* Remove MSW browser worker

* Rename infernece to inspect

* Update navbar title

* Rename infernece to inspect
* rename models/ to pydantic_models/

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* switch to use async session context manager

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* fix unit tests

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* add pipeline endpoints

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* fix frame aquisition worker and rename pipiline endpoints

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* add sources and sinks endpoints

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* stream loading working

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* add webrtc endpoints

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* fix workers: stream loading + inference + dispatcher

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* fix sinks

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* style

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* add unit tests and address comments

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* add tests

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* fix example schema

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* add todo

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

---------

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>
* chore: Add path alias to icons

* feat: Add sidebar with dataset, models and stats
* feat: Display placeholders for images

* refactor: Fix scrollbar

* chore: Remove learn more
* chore(inspect): Update UI scripts

* chore: Update github actions

* chore: Update port to 8000
)

chore(inspect): Configure project(s) mocks for playwright
* chore: Add project route

* feat: Add project management

* revert ui lock change

* chore: Remove not needed code for project management
…ts from the UI (#2980)

chore(inspect): Update allowed origins
… training progress (#2984)

* feat: Allow user to upload images

* feat: List uploaded images

* chore: Extract components to separate files and add ready to train and training progress

* chore: comment thumbnail url generation
chore(inspect): Update openapi page title
)

* chore(inspect): Renamed app to application

* chore(inspect): Rename app to application in github actions
…of email (#2990)

refactor: Update photo placeholder to use indicator instead of email
Improve error and suspense handling in router

By moving all of the routes into a single root route we can make sure
that all routes are rendered inside of an layout that has a suspense and
error boundary.
Signed-off-by: Ashwin Vaidya <ashwin.vaidya@intel.com>
πŸ› fix(inspect): Fix unable to start train job
* add trainable models endpoint

* fix

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* add test

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* add copyright

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

---------

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>
* add thumbnails endpoint

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* add tests

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* generate thumbnails as background task

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

* update docstring

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>

---------

Signed-off-by: Ma, Xiangxiang <xiangxiang.ma@intel.com>
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Pull request overview

Copilot reviewed 234 out of 415 changed files in this pull request and generated 3 comments.


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Comment on lines +8 to +14
from api.endpoints.trainable_models_endpoints import _get_trainable_models # noqa: PLC2701


def test_list_trainable_models(fxt_client):
_get_trainable_models.cache_clear()
# Mock anomalib.models.list_models to return a predictable set
with patch("api.endpoints.trainable_models_endpoints.list_models", return_value={"padim", "patchcore"}):
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Importing a private function (prefixed with _) from another module is an anti-pattern and breaks encapsulation. Consider making this function public or refactoring the test to use the public API.

Suggested change
from api.endpoints.trainable_models_endpoints import _get_trainable_models # noqa: PLC2701
def test_list_trainable_models(fxt_client):
_get_trainable_models.cache_clear()
# Mock anomalib.models.list_models to return a predictable set
with patch("api.endpoints.trainable_models_endpoints.list_models", return_value={"padim", "patchcore"}):
def test_list_trainable_models(fxt_client):
# Mock anomalib.models.list_models to return a predictable set
with patch("api.endpoints.trainable_models_endpoints.list_models", return_value={"padim", "patchcore"}):
with patch("api.endpoints.trainable_models_endpoints.list_models", return_value={"padim", "patchcore"}):

Copilot uses AI. Check for mistakes.
const handleCancel = async () => {
try {
if (trainingJob.id === undefined) {
throw Error('TODO: jobs should always have an ID');
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Error message contains 'TODO' indicating incomplete implementation. Replace with a proper error message like 'Job ID is required for cancellation' or ensure jobs always have IDs before this point.

Suggested change
throw Error('TODO: jobs should always have an ID');
throw Error('Job ID is required for cancellation');

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style={{
// Enable hardware acceleration
transform: 'translate3d(0, 0, 0)',
'--zoom-scale': zoom.scale,
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[nitpick] CSS custom property is defined but not used in the component's styles. Either use this property in the CSS or remove it to avoid confusion.

Suggested change
'--zoom-scale': zoom.scale,

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add mising imports

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>
select completed models

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>
Copilot AI review requested due to automatic review settings December 4, 2025 13:37
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Pull request overview

Copilot reviewed 234 out of 417 changed files in this pull request and generated 1 comment.


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# Start the stop event task
stop_task = asyncio.create_task(set_stop_event())

# Run the train loop
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[nitpick] Comment uses 'train loop' but should clarify this is the training worker's run loop.

Suggested change
# Run the train loop
# Run the training worker's run loop

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maxxgx and others added 2 commits December 5, 2025 14:29
* camera unique names and auto name completion

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>

* fix

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>

* fix name

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>

* Update application/ui/src/features/inspect/toolbar/sources/webcam/webcam-fields.component.tsx

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Signed-off-by: Max Xiang <maxx.rift@gmail.com>

* Update application/ui/src/features/inspect/toolbar/sources/webcam/webcam-fields.component.tsx

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Signed-off-by: Max Xiang <maxx.rift@gmail.com>

* Update application/ui/src/features/inspect/toolbar/sources/webcam/webcam-fields.component.tsx

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Signed-off-by: Max Xiang <maxx.rift@gmail.com>

* Update application/ui/src/features/inspect/toolbar/sources/webcam/webcam-fields.component.tsx

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Signed-off-by: Max Xiang <maxx.rift@gmail.com>

* style fix

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>

---------

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>
Signed-off-by: Max Xiang <maxx.rift@gmail.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
* add project deletion

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>

* return 409 if running jobs

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>

* fix tests

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>

* fix mypy

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>

* fix test

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>

* use pascal case for trainable models

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>

* remove unused import

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>

---------

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>
Copilot AI review requested due to automatic review settings December 5, 2025 13:45
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Pull request overview

Copilot reviewed 227 out of 417 changed files in this pull request and generated 1 comment.


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from fastapi import status

from api.endpoints.trainable_models_endpoints import _get_trainable_models # noqa: PLC2701
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Importing a private function (prefixed with _) from another module violates encapsulation. Consider exposing this function publicly or refactoring the test to use the public API.

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maxxgx and others added 2 commits December 5, 2025 15:48
adopt google style docstring

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>
* 3173 remove statistics tab

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>

* rename project

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>

* dataset virtualization

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>

* dataset infinite scroll

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>

* eslint fixes

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>

---------

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>
Copilot AI review requested due to automatic review settings December 8, 2025 15:42
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Pull request overview

Copilot reviewed 228 out of 425 changed files in this pull request and generated 2 comments.


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const context = useContext(SetZoom);

if (!context) {
throw new Error('');
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Empty error message in useSetZoom hook. The error message should be descriptive to help developers understand what went wrong, e.g., 'useSetZoom must be used within a ZoomProvider'.

Suggested change
throw new Error('');
throw new Error('useSetZoom must be used within a ZoomProvider');

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src={`data:image/png;base64,${inferenceResult.anomaly_map}`}
alt={`${selectedMediaItem.filename} inference`}
className={clsx(classes.inferenceImage)}
style={{ opacity: inferenceOpacity }}
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The opacity is set both in the style prop and in the animate prop. Since the animate prop controls the opacity transition, the inline style is redundant and could cause conflicts. Remove the inline style and rely solely on the animate prop.

Suggested change
style={{ opacity: inferenceOpacity }}

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ActiveChooN and others added 2 commits December 9, 2025 14:59
* Implemented new status bar

Signed-off-by: Dmitry Kalinin <dmitry.kalinin@intel.com>

* Added tests

Signed-off-by: Dmitry Kalinin <dmitry.kalinin@intel.com>

* Fixed timers

Signed-off-by: Dmitry Kalinin <dmitry.kalinin@intel.com>

* Fixed linter

Signed-off-by: Dmitry Kalinin <dmitry.kalinin@intel.com>

* Fixed linter

Signed-off-by: Dmitry Kalinin <dmitry.kalinin@intel.com>

* Minor fixes

Signed-off-by: Dmitry Kalinin <dmitry.kalinin@intel.com>

* Fixed comment

Signed-off-by: Dmitry Kalinin <dmitry.kalinin@intel.com>

* Fixed comments

Signed-off-by: Dmitry Kalinin <dmitry.kalinin@intel.com>

* Fixed linter

Signed-off-by: Dmitry Kalinin <dmitry.kalinin@intel.com>

* Fixed comment

Signed-off-by: Dmitry Kalinin <dmitry.kalinin@intel.com>

* Fixed comments

Signed-off-by: Dmitry Kalinin <dmitry.kalinin@intel.com>

* Moved export hook to a separate file

Signed-off-by: Dmitry Kalinin <dmitry.kalinin@intel.com>

---------

Signed-off-by: Dmitry Kalinin <dmitry.kalinin@intel.com>
* remove item from view modal

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>

* download button

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>

* new end list hook

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>

* LoadMoreList component

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>

---------

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>
Copilot AI review requested due to automatic review settings December 9, 2025 15:30
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Pull request overview

Copilot reviewed 229 out of 448 changed files in this pull request and generated 1 comment.


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style={{
// Enable hardware acceleration
transform: 'translate3d(0, 0, 0)',
'--zoom-scale': zoom.scale,
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[nitpick] CSS custom property value should be converted to a string. While JavaScript may coerce the number, explicit conversion with .toString() or template literal is more reliable and matches CSS custom property best practices.

Suggested change
'--zoom-scale': zoom.scale,
'--zoom-scale': `${zoom.scale}`,

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ActiveChooN and others added 2 commits December 10, 2025 11:10
feat(inspect): add contextual help for compression types in export model dialog

Signed-off-by: Dmitry Kalinin <dmitry.kalinin@intel.com>
…3201)

* fix pipeline visualization

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>

* fix tests

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>

* make max_epochs optional

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>

* make max_epochs optional

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>

* add pipeline overlay on/off

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>

* make fps more reactive

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>

* address comment

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>

* enable/disable pipeline overlay

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>

* COLOR_RGB2BGR

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>

* enabled -> overlay

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>

---------

Signed-off-by: Max Xiang <xiangxiang.ma@intel.com>
Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>
Co-authored-by: Colorado, Camilo <camilo.colorado@intel.com>
Copilot AI review requested due to automatic review settings December 10, 2025 11:33
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Copilot reviewed 229 out of 448 changed files in this pull request and generated 1 comment.


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# - Multiple training jobs to run concurrently
# - Event loop to remain responsive for shutdown signals
if len(running_tasks) < MAX_CONCURRENT_TRAINING:
running_tasks.add(asyncio.create_task(training_service.train_pending_job()))
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The fire-and-forget task creation could lead to unhandled exceptions being silently ignored. Consider storing task exceptions and logging them. For example: task = asyncio.create_task(training_service.train_pending_job()); task.add_done_callback(lambda t: logger.error(f'Task failed: {t.exception()}') if t.exception() else None)

Suggested change
running_tasks.add(asyncio.create_task(training_service.train_pending_job()))
task = asyncio.create_task(training_service.train_pending_job())
task.add_done_callback(
lambda t: logger.error(f"Task failed: {t.exception()}", exc_info=True) if t.exception() else None
)
running_tasks.add(task)

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* limit next page request

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>

* load paginated projects

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>

---------

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>
* reorder anomaly-map

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>

* selection card style

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>

* field validations

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>

* disable remove source/sink when connected to a pipeline

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>

---------

Signed-off-by: Colorado, Camilo <camilo.colorado@intel.com>
Copilot AI review requested due to automatic review settings December 11, 2025 13:58
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Copilot reviewed 231 out of 454 changed files in this pull request and generated no new comments.


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Update Playwright to 1.57

I've also ran `npm audit fix` to fix minor security vulnerabilities
related to our linting tools.

Signed-off-by: Mark Redeman <mark.s.redeman@intel.com>
* Add early stopping

Signed-off-by: Ashwin Vaidya <ashwin.vaidya@intel.com>

* Fix test

Signed-off-by: Ashwin Vaidya <ashwin.vaidya@intel.com>

---------

Signed-off-by: Ashwin Vaidya <ashwin.vaidya@intel.com>
Copilot AI review requested due to automatic review settings December 12, 2025 12:59
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Pull request overview

Copilot reviewed 230 out of 454 changed files in this pull request and generated no new comments.


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8 participants