feat: vectorchord (#18042)

* wip

auto-detect available extensions

auto-recovery, fix reindexing check

use original image for ml

* set probes

* update image for sql checker

update images for gha

* cascade

* fix new instance

* accurate dummy vector

* simplify dummy

* preexisiting pg docs

* handle different db name

* maybe fix sql generation

* revert refreshfaces sql change

* redundant switch

* outdated message

* update docker compose files

* Update docs/docs/administration/postgres-standalone.md

Co-authored-by: Daniel Dietzler <36593685+danieldietzler@users.noreply.github.com>

* tighten range

* avoid always printing "vector reindexing complete"

* remove nesting

* use new images

* add vchord to unit tests

* debug e2e image

* mention 1.107.2 in startup error

* support new vchord versions

---------

Co-authored-by: Daniel Dietzler <36593685+danieldietzler@users.noreply.github.com>

server/src/queries/person.repository.sql

@@ -204,6 +204,21 @@ where
   "person"."ownerId" = $3
   and "asset_faces"."deletedAt" is null
 
+-- PersonRepository.refreshFaces
+with
+  "added_embeddings" as (
+    insert into
+      "face_search" ("faceId", "embedding")
+    values
+      ($1, $2)
+  )
+select
+from
+  (
+    select
+      1
+  ) as "dummy"
+
 -- PersonRepository.getFacesByIds
 select
   "asset_faces".*,