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langchain/langchain/agents/self_ask_with_search/output_parser.py

27 lines
904 B
Python

from typing import Union
from langchain.agents.agent import AgentOutputParser
from langchain.schema import AgentAction, AgentFinish, OutputParserException
class SelfAskOutputParser(AgentOutputParser):
def parse(self, text: str) -> Union[AgentAction, AgentFinish]:
followup = "Follow up:"
last_line = text.split("\n")[-1]
if followup not in last_line:
finish_string = "So the final answer is: "
if finish_string not in last_line:
raise OutputParserException(f"Could not parse output: {text}")
return AgentFinish({"output": last_line[len(finish_string) :]}, text)
after_colon = text.split(":")[-1]
if " " == after_colon[0]:
after_colon = after_colon[1:]
return AgentAction("Intermediate Answer", after_colon, text)
@property
def _type(self) -> str:
return "self_ask"