feat(server): near-duplicate detection (#8228)

* duplicate detection job, entity, config

* queueing

* job panel, update api

* use embedding in db instead of fetching

* disable concurrency

* only queue visible assets

* handle multiple duplicateIds

* update concurrent queue check

* add provider

* add web placeholder, server endpoint, migration, various fixes

* update sql

* select embedding by default

* rename variable

* simplify

* remove separate entity, handle re-running with different threshold, set default back to 0.02

* fix tests

* add tests

* add index to entity

* formatting

* update asset mock

* fix `upsertJobStatus` signature

* update sql

* formatting

* default to 0.03

* optimize clustering

* use asset's `duplicateId` if present

* update sql

* update tests

* expose admin setting

* refactor

* formatting

* skip if ml is disabled

* debug trash e2e

* remove from web

* remove from sidebar

* test if ml is disabled

* update sql

* separate duplicate detection from clip in config, disable by default for now

* fix doc

* lower minimum `maxDistance`

* update api

* Add and Use Duplicate Detection Feature Flag (#9364)

* Add Duplicate Detection Flag

* Use Duplicate Detection Flag

* Attempt Fixes for Failing Checks

* lower minimum `maxDistance`

* fix tests

---------

Co-authored-by: mertalev <101130780+mertalev@users.noreply.github.com>

* chore: fixes and additions after rebase

* chore: update api (remove new Role enum)

* fix: left join smart search so getAll works without machine learning

* test: trash e2e go back to checking length of assets is zero

* chore: regen api after rebase

* test: fix tests after rebase

* redundant join

---------

Co-authored-by: Nicholas Flamy <30300649+NicholasFlamy@users.noreply.github.com>
Co-authored-by: Zack Pollard <zackpollard@ymail.com>
Co-authored-by: Zack Pollard <zack@futo.org>

mobile/openapi/.openapi-generator/FILES

@@ -68,6 +68,7 @@ doc/DownloadApi.md
 doc/DownloadArchiveInfo.md
 doc/DownloadInfoDto.md
 doc/DownloadResponseDto.md
+doc/DuplicateDetectionConfig.md
 doc/EntityType.md
 doc/ExifResponseDto.md
 doc/FaceApi.md
@@ -308,6 +309,7 @@ lib/model/delete_user_dto.dart
 lib/model/download_archive_info.dart
 lib/model/download_info_dto.dart
 lib/model/download_response_dto.dart
+lib/model/duplicate_detection_config.dart
 lib/model/entity_type.dart
 lib/model/exif_response_dto.dart
 lib/model/face_dto.dart
@@ -501,6 +503,7 @@ test/download_api_test.dart
 test/download_archive_info_test.dart
 test/download_info_dto_test.dart
 test/download_response_dto_test.dart
+test/duplicate_detection_config_test.dart
 test/entity_type_test.dart
 test/exif_response_dto_test.dart
 test/face_api_test.dart