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

* 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>

machine-learning/app/schemas.py

@@ -1,4 +1,4 @@
-from enum import Enum
+from enum import StrEnum
 
 from pydantic import BaseModel
 
@@ -20,18 +20,6 @@ class MessageResponse(BaseModel):
     message: str
 
 
-class TagResponse(BaseModel):
-    __root__: list[str]
-
-
-class Embedding(BaseModel):
-    __root__: list[float]
-
-
-class EmbeddingResponse(BaseModel):
-    __root__: Embedding
-
-
 class BoundingBox(BaseModel):
     x1: int
     y1: int
@@ -39,23 +27,7 @@ class BoundingBox(BaseModel):
     y2: int
 
 
-class Face(BaseModel):
-    image_width: int
-    image_height: int
-    bounding_box: BoundingBox
-    score: float
-    embedding: Embedding
-
-    class Config:
-        alias_generator = to_lower_camel
-        allow_population_by_field_name = True
-
-
-class FaceResponse(BaseModel):
-    __root__: list[Face]
-
-
-class ModelType(Enum):
+class ModelType(StrEnum):
     IMAGE_CLASSIFICATION = "image-classification"
     CLIP = "clip"
     FACIAL_RECOGNITION = "facial-recognition"