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feat(ml)!: customizable ML settings (#3891)

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* consolidated endpoints, added live configuration

* added ml settings to server

* added settings dashboard

* updated deps, fixed typos

* simplified modelconfig

updated tests

* Added ml setting accordion for admin page

updated tests

* merge `clipText` and `clipVision`

* added face distance setting

clarified setting

* add clip mode in request, dropdown for face models

* polished ml settings

updated descriptions

* update clip field on error

* removed unused import

* add description for image classification threshold

* pin safetensors for arm wheel

updated poetry lock

* moved dto

* set model type only in ml repository

* revert form-data package install

use fetch instead of axios

* added slotted description with link

updated facial recognition description

clarified effect of disabling tasks

* validation before model load

* removed unnecessary getconfig call

* added migration

* updated api

updated api

updated api

---------

Co-authored-by: Alex Tran <alex.tran1502@gmail.com>
This commit is contained in:
Mert 2023-08-29 09:58:00 -04:00 • committed by GitHub
parent 22f5e05060
commit bcc36d14a1
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56 changed files with 2324 additions and 655 deletions
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35
server/src/infra/entities/system-config.entity.ts
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@ -1,4 +1,4 @@
import { QueueName } from '@app/domain/job/job.constants';
import { QueueName } from '@app/domain';
import { Column, Entity, PrimaryColumn } from 'typeorm';
@Entity('system_config')
@ -39,9 +39,18 @@ export enum SystemConfigKey {
MACHINE_LEARNING_ENABLED = 'machineLearning.enabled',
MACHINE_LEARNING_URL = 'machineLearning.url',
MACHINE_LEARNING_FACIAL_RECOGNITION_ENABLED = 'machineLearning.facialRecognitionEnabled',
MACHINE_LEARNING_TAG_IMAGE_ENABLED = 'machineLearning.tagImageEnabled',
MACHINE_LEARNING_CLIP_ENCODE_ENABLED = 'machineLearning.clipEncodeEnabled',
MACHINE_LEARNING_CLASSIFICATION_ENABLED = 'machineLearning.classification.enabled',
MACHINE_LEARNING_CLASSIFICATION_MODEL_NAME = 'machineLearning.classification.modelName',
MACHINE_LEARNING_CLASSIFICATION_MIN_SCORE = 'machineLearning.classification.minScore',
MACHINE_LEARNING_CLIP_ENABLED = 'machineLearning.clip.enabled',
MACHINE_LEARNING_CLIP_MODEL_NAME = 'machineLearning.clip.modelName',
MACHINE_LEARNING_FACIAL_RECOGNITION_ENABLED = 'machineLearning.facialRecognition.enabled',
MACHINE_LEARNING_FACIAL_RECOGNITION_MODEL_NAME = 'machineLearning.facialRecognition.modelName',
MACHINE_LEARNING_FACIAL_RECOGNITION_MIN_SCORE = 'machineLearning.facialRecognition.minScore',
MACHINE_LEARNING_FACIAL_RECOGNITION_MAX_DISTANCE = 'machineLearning.facialRecognition.maxDistance',
OAUTH_ENABLED = 'oauth.enabled',
OAUTH_ISSUER_URL = 'oauth.issuerUrl',
@ -114,9 +123,21 @@ export interface SystemConfig {
machineLearning: {
enabled: boolean;
url: string;
clipEncodeEnabled: boolean;
facialRecognitionEnabled: boolean;
tagImageEnabled: boolean;
classification: {
enabled: boolean;
modelName: string;
minScore: number;
};
clip: {
enabled: boolean;
modelName: string;
};
facialRecognition: {
enabled: boolean;
modelName: string;
minScore: number;
maxDistance: number;
};
};
oauth: {
enabled: boolean;