OpenHands/agenthub/codeact_swe_agent/response_parser.py

46 lines
1.7 KiB
Python

from agenthub.codeact_swe_agent.action_parser import (
CodeActSWEActionParserCmdRun,
CodeActSWEActionParserFinish,
CodeActSWEActionParserIPythonRunCell,
CodeActSWEActionParserMessage,
)
from opendevin.controller.action_parser import ResponseParser
from opendevin.events.action import Action
class CodeActSWEResponseParser(ResponseParser):
"""
Parser action:
- CmdRunAction(command) - bash command to run
- IPythonRunCellAction(code) - IPython code to run
- MessageAction(content) - Message action to run (e.g. ask for clarification)
- AgentFinishAction() - end the interaction
"""
def __init__(self):
# Need pay attention to the item order in self.action_parsers
super().__init__()
self.action_parsers = [
CodeActSWEActionParserFinish(),
CodeActSWEActionParserCmdRun(),
CodeActSWEActionParserIPythonRunCell(),
]
self.default_parser = CodeActSWEActionParserMessage()
def parse(self, response: str) -> Action:
action_str = self.parse_response(response)
return self.parse_action(action_str)
def parse_response(self, response) -> str:
action = response.choices[0].message.content
for lang in ['bash', 'ipython']:
if f'<execute_{lang}>' in action and f'</execute_{lang}>' not in action:
action += f'</execute_{lang}>'
return action
def parse_action(self, action_str: str) -> Action:
for action_parser in self.action_parsers:
if action_parser.check_condition(action_str):
return action_parser.parse(action_str)
return self.default_parser.parse(action_str)