diff --git a/docs/docs/install/environment-variables.md b/docs/docs/install/environment-variables.md
index 5f0c88898..dbfd2fb11 100644
--- a/docs/docs/install/environment-variables.md
+++ b/docs/docs/install/environment-variables.md
@@ -89,7 +89,7 @@ Information on the current workers can be found [here](/administration/jobs-work
 
 \*1: The values of `DB_USERNAME`, `DB_PASSWORD`, and `DB_DATABASE_NAME` are passed to the Postgres container as the variables `POSTGRES_USER`, `POSTGRES_PASSWORD`, and `POSTGRES_DB` in `docker-compose.yml`.
 
-\*2: If not provided, the appropriate extension to use is auto-detected at startup by introspecting the database. When multiple extensions are installed, the order of preference is VectorChord, pgvecto.rs, pgvector.
+\*2: If not provided, the appropriate extension to use is auto-detected at startup by inspecting the database. When multiple extensions are installed, the order of preference is VectorChord, pgvector.
 
 \*3: Uses either [`postgresql.ssd.conf`](https://github.com/immich-app/base-images/blob/main/postgres/postgresql.ssd.conf) or [`postgresql.hdd.conf`](https://github.com/immich-app/base-images/blob/main/postgres/postgresql.hdd.conf) which mainly controls the Postgres `effective_io_concurrency` setting to allow for concurrenct IO on SSDs and sequential IO on HDDs.