import enum from typing import Optional from pydantic import BaseModel from core.file.upload_file_parser import UploadFileParser from core.model_runtime.entities.message_entities import ImagePromptMessageContent from extensions.ext_database import db from models.model import UploadFile class FileType(enum.Enum): IMAGE = 'image' @staticmethod def value_of(value): for member in FileType: if member.value == value: return member raise ValueError(f"No matching enum found for value '{value}'") class FileTransferMethod(enum.Enum): REMOTE_URL = 'remote_url' LOCAL_FILE = 'local_file' TOOL_FILE = 'tool_file' @staticmethod def value_of(value): for member in FileTransferMethod: if member.value == value: return member raise ValueError(f"No matching enum found for value '{value}'") class FileBelongsTo(enum.Enum): USER = 'user' ASSISTANT = 'assistant' @staticmethod def value_of(value): for member in FileBelongsTo: if member.value == value: return member raise ValueError(f"No matching enum found for value '{value}'") class FileObj(BaseModel): id: Optional[str] tenant_id: str type: FileType transfer_method: FileTransferMethod url: Optional[str] upload_file_id: Optional[str] file_config: dict @property def data(self) -> Optional[str]: return self._get_data() @property def preview_url(self) -> Optional[str]: return self._get_data(force_url=True) @property def prompt_message_content(self) -> ImagePromptMessageContent: if self.type == FileType.IMAGE: image_config = self.file_config.get('image') return ImagePromptMessageContent( data=self.data, detail=ImagePromptMessageContent.DETAIL.HIGH if image_config.get("detail") == "high" else ImagePromptMessageContent.DETAIL.LOW ) def _get_data(self, force_url: bool = False) -> Optional[str]: if self.type == FileType.IMAGE: if self.transfer_method == FileTransferMethod.REMOTE_URL: return self.url elif self.transfer_method == FileTransferMethod.LOCAL_FILE: upload_file = (db.session.query(UploadFile) .filter( UploadFile.id == self.upload_file_id, UploadFile.tenant_id == self.tenant_id ).first()) return UploadFileParser.get_image_data( upload_file=upload_file, force_url=force_url ) return None