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feat: vectorchord (#18042)

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* 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* outdated message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>
This commit is contained in:
Mert
2025-05-20 09:36:43 -04:00
committed by GitHub
parent fe71894308
commit 0d773af6c3
35 changed files with 572 additions and 444 deletions
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17
server/src/constants.ts
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@@ -1,9 +1,10 @@
import { Duration } from 'luxon';
import { readFileSync } from 'node:fs';
import { SemVer } from 'semver';
import { DatabaseExtension, ExifOrientation } from 'src/enum';
import { DatabaseExtension, ExifOrientation, VectorIndex } from 'src/enum';
export const POSTGRES_VERSION_RANGE = '>=14.0.0';
export const VECTORCHORD_VERSION_RANGE = '>=0.3 <1';
export const VECTORS_VERSION_RANGE = '>=0.2 <0.4';
export const VECTOR_VERSION_RANGE = '>=0.5 <1';
@@ -20,8 +21,22 @@ export const EXTENSION_NAMES: Record<DatabaseExtension, string> = {
earthdistance: 'earthdistance',
vector: 'pgvector',
vectors: 'pgvecto.rs',
vchord: 'VectorChord',
} as const;
export const VECTOR_EXTENSIONS = [
DatabaseExtension.VECTORCHORD,
DatabaseExtension.VECTORS,
DatabaseExtension.VECTOR,
] as const;
export const VECTOR_INDEX_TABLES = {
[VectorIndex.CLIP]: 'smart_search',
[VectorIndex.FACE]: 'face_search',
} as const;
export const VECTORCHORD_LIST_SLACK_FACTOR = 1.2;
export const SALT_ROUNDS = 10;
export const IWorker = 'IWorker';