from abc import ABC from enum import Enum from typing import Optional from pydantic import BaseModel, field_validator class PromptMessageRole(Enum): """ Enum class for prompt message. """ SYSTEM = "system" USER = "user" ASSISTANT = "assistant" TOOL = "tool" @classmethod def value_of(cls, value: str) -> 'PromptMessageRole': """ Get value of given mode. :param value: mode value :return: mode """ for mode in cls: if mode.value == value: return mode raise ValueError(f'invalid prompt message type value {value}') class PromptMessageTool(BaseModel): """ Model class for prompt message tool. """ name: str description: str parameters: dict class PromptMessageFunction(BaseModel): """ Model class for prompt message function. """ type: str = 'function' function: PromptMessageTool class PromptMessageContentType(Enum): """ Enum class for prompt message content type. """ TEXT = 'text' IMAGE = 'image' class PromptMessageContent(BaseModel): """ Model class for prompt message content. """ type: PromptMessageContentType data: str class TextPromptMessageContent(PromptMessageContent): """ Model class for text prompt message content. """ type: PromptMessageContentType = PromptMessageContentType.TEXT class ImagePromptMessageContent(PromptMessageContent): """ Model class for image prompt message content. """ class DETAIL(Enum): LOW = 'low' HIGH = 'high' type: PromptMessageContentType = PromptMessageContentType.IMAGE detail: DETAIL = DETAIL.LOW class PromptMessage(ABC, BaseModel): """ Model class for prompt message. """ role: PromptMessageRole content: Optional[str | list[PromptMessageContent]] = None name: Optional[str] = None def is_empty(self) -> bool: """ Check if prompt message is empty. :return: True if prompt message is empty, False otherwise """ return not self.content class UserPromptMessage(PromptMessage): """ Model class for user prompt message. """ role: PromptMessageRole = PromptMessageRole.USER class AssistantPromptMessage(PromptMessage): """ Model class for assistant prompt message. """ class ToolCall(BaseModel): """ Model class for assistant prompt message tool call. """ class ToolCallFunction(BaseModel): """ Model class for assistant prompt message tool call function. """ name: str arguments: str id: str type: str function: ToolCallFunction @field_validator('id', mode='before') @classmethod def transform_id_to_str(cls, value) -> str: if not isinstance(value, str): return str(value) else: return value role: PromptMessageRole = PromptMessageRole.ASSISTANT tool_calls: list[ToolCall] = [] def is_empty(self) -> bool: """ Check if prompt message is empty. :return: True if prompt message is empty, False otherwise """ if not super().is_empty() and not self.tool_calls: return False return True class SystemPromptMessage(PromptMessage): """ Model class for system prompt message. """ role: PromptMessageRole = PromptMessageRole.SYSTEM class ToolPromptMessage(PromptMessage): """ Model class for tool prompt message. """ role: PromptMessageRole = PromptMessageRole.TOOL tool_call_id: str def is_empty(self) -> bool: """ Check if prompt message is empty. :return: True if prompt message is empty, False otherwise """ if not super().is_empty() and not self.tool_call_id: return False return True