open-notebook/open_notebook/domain/models.py

46 lines
1.3 KiB
Python

from typing import ClassVar, Optional
from pydantic import BaseModel
from open_notebook.database.repository import (
repo_query,
repo_update,
)
from open_notebook.domain.base import ObjectModel
class Model(ObjectModel):
table_name: ClassVar[str] = "model"
name: str
provider: str
type: str
@classmethod
def get_models_by_type(cls, model_type):
models = repo_query(
"SELECT * FROM model WHERE type=$model_type;", {"model_type": model_type}
)
return [Model(**model) for model in models]
class DefaultModels(BaseModel):
default_chat_model: Optional[str] = None
default_transformation_model: Optional[str] = None
large_context_model: Optional[str] = None
default_text_to_speech_model: Optional[str] = None
default_speech_to_text_model: Optional[str] = None
# default_vision_model: Optional[str] = None
default_embedding_model: Optional[str] = None
@classmethod
def load(self):
result = repo_query("SELECT * FROM open_notebook:default_models;")
if result:
result = result[0]
dm = DefaultModels(**result)
return dm
return DefaultModels()
@classmethod
def update(self, data):
repo_update("open_notebook:default_models", data)