server-personification/pers/langchain/callbacks.py

71 lines
2.4 KiB
Python

from typing import Any
from langchain_core.callbacks import BaseCallbackHandler
from pers import GLOBALS
class CallbackHandler(BaseCallbackHandler):
"""Base callback handler that can be used to handle callbacks from langchain."""
# def on_llm_start(
# self, serialized: Dict[str, Any], prompts: List[str], **kwargs: Any
# ) -> Any:
# """Run when LLM starts running."""
#
# def on_chat_model_start(
# self, serialized: Dict[str, Any], messages: List[List[BaseMessage]], **kwargs: Any
# ) -> Any:
# """Run when Chat Model starts running."""
#
# def on_llm_new_token(self, token: str, **kwargs: Any) -> Any:
# """Run on new LLM token. Only available when streaming is enabled."""
#
# def on_llm_end(self, response: LLMResult, **kwargs: Any) -> Any:
# """Run when LLM ends running."""
#
# def on_llm_error(
# self, error: Union[Exception, KeyboardInterrupt], **kwargs: Any
# ) -> Any:
# """Run when LLM errors."""
# def on_chain_start(
# self, serialized: Dict[str, Any], inputs: Dict[str, Any], **kwargs: Any
# ) -> Any:
# """Run when chain starts running."""
# def on_chain_end(self, *args: Any, **kwargs: Any) -> Any:
# """Run when chain ends running."""
# print('on_chain_end', args, kwargs)
# def on_chain_error(
# self, error: Union[Exception, KeyboardInterrupt], **kwargs: Any
# ) -> Any:
# """Run when chain errors."""
#
# def on_tool_start(
# self, serialized: Dict[str, Any], input_str: str, **kwargs: Any
# ) -> Any:
# """Run when tool starts running."""
def on_tool_end(self, output: str, **kwargs: Any) -> Any:
"""Run when tool ends running."""
GLOBALS.ChatHistory.add_function_output(
name=kwargs.get('name', ''),
output=output
)
# def on_tool_error(
# self, error: Union[Exception, KeyboardInterrupt], **kwargs: Any
# ) -> Any:
# """Run when tool errors."""
#
# def on_text(self, text: str, **kwargs: Any) -> Any:
# """Run on arbitrary text."""
#
# def on_agent_action(self, action: AgentAction, **kwargs: Any) -> Any:
# """Run on agent action."""
#
# def on_agent_finish(self, *args: Any, **kwargs: Any) -> Any:
# """Run on agent end."""