Source code for langchain_core.callbacks.stdout
"""回调处理程序,将内容打印到标准输出。"""
from __future__ import annotations
from typing import TYPE_CHECKING, Any, Dict, Optional
from langchain_core.callbacks.base import BaseCallbackHandler
from langchain_core.utils import print_text
if TYPE_CHECKING:
from langchain_core.agents import AgentAction, AgentFinish
[docs]class StdOutCallbackHandler(BaseCallbackHandler):
"""回调处理程序,将内容打印到标准输出。"""
[docs] def __init__(self, color: Optional[str] = None) -> None:
"""初始化回调处理程序。"""
self.color = color
[docs] def on_chain_start(
self, serialized: Dict[str, Any], inputs: Dict[str, Any], **kwargs: Any
) -> None:
"""打印出我们正在进入一个链条。"""
class_name = serialized.get("name", serialized.get("id", ["<unknown>"])[-1])
print(f"\n\n\033[1m> Entering new {class_name} chain...\033[0m") # noqa: T201
[docs] def on_chain_end(self, outputs: Dict[str, Any], **kwargs: Any) -> None:
"""打印出我们完成了一个链条。"""
print("\n\033[1m> Finished chain.\033[0m") # noqa: T201
[docs] def on_agent_action(
self, action: AgentAction, color: Optional[str] = None, **kwargs: Any
) -> Any:
"""在代理程序上运行的动作。"""
print_text(action.log, color=color or self.color)
[docs] def on_text(
self,
text: str,
color: Optional[str] = None,
end: str = "",
**kwargs: Any,
) -> None:
"""当代理程序结束时运行。"""
print_text(text, color=color or self.color, end=end)
[docs] def on_agent_finish(
self, finish: AgentFinish, color: Optional[str] = None, **kwargs: Any
) -> None:
"""在代理端运行。"""
print_text(finish.log, color=color or self.color, end="\n")