SPO / metagpt /roles /teacher.py
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#!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/7/27
@Author : mashenquan
@File : teacher.py
@Desc : Used by Agent Store
@Modified By: mashenquan, 2023/8/22. A definition has been provided for the return value of _think: returning false indicates that further reasoning cannot continue.
"""
import re
from metagpt.actions import UserRequirement
from metagpt.actions.write_teaching_plan import TeachingPlanBlock, WriteTeachingPlanPart
from metagpt.logs import logger
from metagpt.roles import Role
from metagpt.schema import Message
from metagpt.utils.common import any_to_str, awrite
class Teacher(Role):
"""Support configurable teacher roles,
with native and teaching languages being replaceable through configurations."""
name: str = "Lily"
profile: str = "{teaching_language} Teacher"
goal: str = "writing a {language} teaching plan part by part"
constraints: str = "writing in {language}"
desc: str = ""
def __init__(self, **kwargs):
super().__init__(**kwargs)
self.name = WriteTeachingPlanPart.format_value(self.name, self.context)
self.profile = WriteTeachingPlanPart.format_value(self.profile, self.context)
self.goal = WriteTeachingPlanPart.format_value(self.goal, self.context)
self.constraints = WriteTeachingPlanPart.format_value(self.constraints, self.context)
self.desc = WriteTeachingPlanPart.format_value(self.desc, self.context)
async def _think(self) -> bool:
"""Everything will be done part by part."""
if not self.actions:
if not self.rc.news or self.rc.news[0].cause_by != any_to_str(UserRequirement):
raise ValueError("Lesson content invalid.")
actions = []
print(TeachingPlanBlock.TOPICS)
for topic in TeachingPlanBlock.TOPICS:
act = WriteTeachingPlanPart(i_context=self.rc.news[0].content, topic=topic, llm=self.llm)
actions.append(act)
self.set_actions(actions)
if self.rc.todo is None:
self._set_state(0)
return True
if self.rc.state + 1 < len(self.states):
self._set_state(self.rc.state + 1)
return True
self.set_todo(None)
return False
async def _react(self) -> Message:
ret = Message(content="")
while True:
await self._think()
if self.rc.todo is None:
break
logger.debug(f"{self._setting}: {self.rc.state=}, will do {self.rc.todo}")
msg = await self._act()
if ret.content != "":
ret.content += "\n\n\n"
ret.content += msg.content
logger.info(ret.content)
await self.save(ret.content)
return ret
async def save(self, content):
"""Save teaching plan"""
filename = Teacher.new_file_name(self.course_title)
pathname = self.config.workspace.path / "teaching_plan"
pathname.mkdir(exist_ok=True)
pathname = pathname / filename
await awrite(pathname, content)
logger.info(f"Save to:{pathname}")
@staticmethod
def new_file_name(lesson_title, ext=".md"):
"""Create a related file name based on `lesson_title` and `ext`."""
# Define the special characters that need to be replaced.
illegal_chars = r'[#@$%!*&\\/:*?"<>|\n\t \']'
# Replace the special characters with underscores.
filename = re.sub(illegal_chars, "_", lesson_title) + ext
return re.sub(r"_+", "_", filename)
@property
def course_title(self):
"""Return course title of teaching plan"""
default_title = "teaching_plan"
for act in self.actions:
if act.topic != TeachingPlanBlock.COURSE_TITLE:
continue
if act.rsp is None:
return default_title
title = act.rsp.lstrip("# \n")
if "\n" in title:
ix = title.index("\n")
title = title[0:ix]
return title
return default_title