OpenManus/app/schema.py
2025-03-18 02:31:39 +08:00

185 lines
5.4 KiB
Python

from enum import Enum
from typing import Any, List, Literal, Optional, Union
from pydantic import BaseModel, Field
class Role(str, Enum):
"""Message role options"""
SYSTEM = "system"
USER = "user"
ASSISTANT = "assistant"
TOOL = "tool"
ROLE_VALUES = tuple(role.value for role in Role)
ROLE_TYPE = Literal[ROLE_VALUES] # type: ignore
class ToolChoice(str, Enum):
"""Tool choice options"""
NONE = "none"
AUTO = "auto"
REQUIRED = "required"
TOOL_CHOICE_VALUES = tuple(choice.value for choice in ToolChoice)
TOOL_CHOICE_TYPE = Literal[TOOL_CHOICE_VALUES] # type: ignore
class AgentState(str, Enum):
"""Agent execution states"""
IDLE = "IDLE"
RUNNING = "RUNNING"
FINISHED = "FINISHED"
ERROR = "ERROR"
class Function(BaseModel):
name: str
arguments: str
class ToolCall(BaseModel):
"""Represents a tool/function call in a message"""
id: str
type: str = "function"
function: Function
class Message(BaseModel):
"""Represents a chat message in the conversation"""
role: ROLE_TYPE = Field(...) # type: ignore
content: Optional[str] = Field(default=None)
tool_calls: Optional[List[ToolCall]] = Field(default=None)
name: Optional[str] = Field(default=None)
tool_call_id: Optional[str] = Field(default=None)
base64_image: Optional[str] = Field(default=None)
def __add__(self, other) -> List["Message"]:
"""支持 Message + list 或 Message + Message 的操作"""
if isinstance(other, list):
return [self] + other
elif isinstance(other, Message):
return [self, other]
else:
raise TypeError(
f"unsupported operand type(s) for +: '{type(self).__name__}' and '{type(other).__name__}'"
)
def __radd__(self, other) -> List["Message"]:
"""支持 list + Message 的操作"""
if isinstance(other, list):
return other + [self]
else:
raise TypeError(
f"unsupported operand type(s) for +: '{type(other).__name__}' and '{type(self).__name__}'"
)
def to_dict(self) -> dict:
"""Convert message to dictionary format"""
message = {"role": self.role}
if self.content is not None:
message["content"] = self.content
if self.tool_calls is not None:
message["tool_calls"] = [tool_call.dict() for tool_call in self.tool_calls]
if self.name is not None:
message["name"] = self.name
if self.tool_call_id is not None:
message["tool_call_id"] = self.tool_call_id
if self.base64_image is not None:
message["base64_image"] = self.base64_image
return message
@classmethod
def user_message(
cls, content: str, base64_image: Optional[str] = None
) -> "Message":
"""Create a user message"""
return cls(role=Role.USER, content=content, base64_image=base64_image)
@classmethod
def system_message(cls, content: str) -> "Message":
"""Create a system message"""
return cls(role=Role.SYSTEM, content=content)
@classmethod
def assistant_message(
cls, content: Optional[str] = None, base64_image: Optional[str] = None
) -> "Message":
"""Create an assistant message"""
return cls(role=Role.ASSISTANT, content=content, base64_image=base64_image)
@classmethod
def tool_message(
cls, content: str, name, tool_call_id: str, base64_image: Optional[str] = None
) -> "Message":
"""Create a tool message"""
return cls(
role=Role.TOOL,
content=content,
name=name,
tool_call_id=tool_call_id,
base64_image=base64_image,
)
@classmethod
def from_tool_calls(
cls,
tool_calls: List[Any],
content: Union[str, List[str]] = "",
base64_image: Optional[str] = None,
**kwargs,
):
"""Create ToolCallsMessage from raw tool calls.
Args:
tool_calls: Raw tool calls from LLM
content: Optional message content
base64_image: Optional base64 encoded image
"""
formatted_calls = [
{"id": call.id, "function": call.function.model_dump(), "type": "function"}
for call in tool_calls
]
return cls(
role=Role.ASSISTANT,
content=content,
tool_calls=formatted_calls,
base64_image=base64_image,
**kwargs,
)
class Memory(BaseModel):
messages: List[Message] = Field(default_factory=list)
max_messages: int = Field(default=100)
def add_message(self, message: Message) -> None:
"""Add a message to memory"""
self.messages.append(message)
# Optional: Implement message limit
if len(self.messages) > self.max_messages:
self.messages = self.messages[-self.max_messages :]
def add_messages(self, messages: List[Message]) -> None:
"""Add multiple messages to memory"""
self.messages.extend(messages)
def clear(self) -> None:
"""Clear all messages"""
self.messages.clear()
def get_recent_messages(self, n: int) -> List[Message]:
"""Get n most recent messages"""
return self.messages[-n:]
def to_dict_list(self) -> List[dict]:
"""Convert messages to list of dicts"""
return [msg.to_dict() for msg in self.messages]