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https://github.com/open-webui/open-webui
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refac: mv backend files to /open_webui dir
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179
backend/open_webui/apps/webui/models/models.py
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179
backend/open_webui/apps/webui/models/models.py
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import logging
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import time
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from typing import Optional
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from open_webui.apps.webui.internal.db import Base, JSONField, get_db
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from open_webui.env import SRC_LOG_LEVELS
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from pydantic import BaseModel, ConfigDict
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from sqlalchemy import BigInteger, Column, Text
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log = logging.getLogger(__name__)
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log.setLevel(SRC_LOG_LEVELS["MODELS"])
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####################
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# Models DB Schema
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####################
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# ModelParams is a model for the data stored in the params field of the Model table
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class ModelParams(BaseModel):
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model_config = ConfigDict(extra="allow")
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pass
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# ModelMeta is a model for the data stored in the meta field of the Model table
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class ModelMeta(BaseModel):
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profile_image_url: Optional[str] = "/static/favicon.png"
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description: Optional[str] = None
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"""
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User-facing description of the model.
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"""
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capabilities: Optional[dict] = None
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model_config = ConfigDict(extra="allow")
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pass
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class Model(Base):
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__tablename__ = "model"
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id = Column(Text, primary_key=True)
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"""
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The model's id as used in the API. If set to an existing model, it will override the model.
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"""
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user_id = Column(Text)
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base_model_id = Column(Text, nullable=True)
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"""
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An optional pointer to the actual model that should be used when proxying requests.
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"""
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name = Column(Text)
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"""
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The human-readable display name of the model.
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"""
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params = Column(JSONField)
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"""
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Holds a JSON encoded blob of parameters, see `ModelParams`.
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"""
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meta = Column(JSONField)
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"""
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Holds a JSON encoded blob of metadata, see `ModelMeta`.
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"""
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updated_at = Column(BigInteger)
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created_at = Column(BigInteger)
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class ModelModel(BaseModel):
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id: str
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user_id: str
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base_model_id: Optional[str] = None
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name: str
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params: ModelParams
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meta: ModelMeta
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updated_at: int # timestamp in epoch
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created_at: int # timestamp in epoch
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model_config = ConfigDict(from_attributes=True)
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####################
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# Forms
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####################
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class ModelResponse(BaseModel):
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id: str
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name: str
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meta: ModelMeta
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updated_at: int # timestamp in epoch
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created_at: int # timestamp in epoch
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class ModelForm(BaseModel):
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id: str
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base_model_id: Optional[str] = None
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name: str
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meta: ModelMeta
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params: ModelParams
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class ModelsTable:
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def insert_new_model(
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self, form_data: ModelForm, user_id: str
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) -> Optional[ModelModel]:
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model = ModelModel(
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**{
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**form_data.model_dump(),
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"user_id": user_id,
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"created_at": int(time.time()),
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"updated_at": int(time.time()),
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}
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)
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try:
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with get_db() as db:
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result = Model(**model.model_dump())
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db.add(result)
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db.commit()
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db.refresh(result)
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if result:
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return ModelModel.model_validate(result)
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else:
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return None
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except Exception as e:
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print(e)
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return None
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def get_all_models(self) -> list[ModelModel]:
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with get_db() as db:
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return [ModelModel.model_validate(model) for model in db.query(Model).all()]
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def get_model_by_id(self, id: str) -> Optional[ModelModel]:
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try:
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with get_db() as db:
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model = db.get(Model, id)
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return ModelModel.model_validate(model)
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except Exception:
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return None
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def update_model_by_id(self, id: str, model: ModelForm) -> Optional[ModelModel]:
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try:
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with get_db() as db:
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# update only the fields that are present in the model
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result = (
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db.query(Model)
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.filter_by(id=id)
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.update(model.model_dump(exclude={"id"}, exclude_none=True))
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)
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db.commit()
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model = db.get(Model, id)
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db.refresh(model)
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return ModelModel.model_validate(model)
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except Exception as e:
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print(e)
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return None
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def delete_model_by_id(self, id: str) -> bool:
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try:
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with get_db() as db:
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db.query(Model).filter_by(id=id).delete()
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db.commit()
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return True
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except Exception:
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return False
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Models = ModelsTable()
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