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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* outdated message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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8
server/src/services/smart-info.service.ts
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@@ -38,7 +38,7 @@ export class SmartInfoService extends BaseService {
await this.databaseRepository.withLock(DatabaseLock.CLIPDimSize, async () => {
const { dimSize } = getCLIPModelInfo(newConfig.machineLearning.clip.modelName);
const dbDimSize = await this.searchRepository.getDimensionSize();
const dbDimSize = await this.databaseRepository.getDimensionSize('smart_search');
this.logger.verbose(`Current database CLIP dimension size is ${dbDimSize}`);
const modelChange =
@@ -53,10 +53,10 @@ export class SmartInfoService extends BaseService {
`Dimension size of model ${newConfig.machineLearning.clip.modelName} is ${dimSize}, but database expects ${dbDimSize}.`,
);
this.logger.log(`Updating database CLIP dimension size to ${dimSize}.`);
await this.searchRepository.setDimensionSize(dimSize);
await this.databaseRepository.setDimensionSize(dimSize);
this.logger.log(`Successfully updated database CLIP dimension size from ${dbDimSize} to ${dimSize}.`);
} else {
await this.searchRepository.deleteAllSearchEmbeddings();
await this.databaseRepository.deleteAllSearchEmbeddings();
}
// TODO: A job to reindex all assets should be scheduled, though user
@@ -74,7 +74,7 @@ export class SmartInfoService extends BaseService {
if (force) {
const { dimSize } = getCLIPModelInfo(machineLearning.clip.modelName);
// in addition to deleting embeddings, update the dimension size in case it failed earlier
await this.searchRepository.setDimensionSize(dimSize);
await this.databaseRepository.setDimensionSize(dimSize);
}
let queue: JobItem[] = [];