feat: 消息截断器

This commit is contained in:
RockChinQ
2024-05-29 20:34:49 +08:00
parent 21fe5822f9
commit c8eb2e3376
9 changed files with 156 additions and 1 deletions

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from __future__ import annotations
from .. import stage, entities, stagemgr
from ...core import entities as core_entities
from . import truncator
from .truncators import round
@stage.stage_class("ConversationMessageTruncator")
class ConversationMessageTruncator(stage.PipelineStage):
"""会话消息截断器
用于截断会话消息链,以适应平台消息长度限制。
"""
trun: truncator.Truncator
async def initialize(self):
use_method = self.ap.pipeline_cfg.data['msg-truncate']['method']
for trun in truncator.preregistered_truncators:
if trun.name == use_method:
self.trun = trun(self.ap)
break
else:
raise ValueError(f"未知的截断器: {use_method}")
async def process(self, query: core_entities.Query, stage_inst_name: str) -> entities.StageProcessResult:
"""处理
"""
query = await self.trun.truncate(query)
return entities.StageProcessResult(
result_type=entities.ResultType.CONTINUE,
new_query=query
)

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from __future__ import annotations
import typing
import abc
from ...core import entities as core_entities, app
preregistered_truncators: list[typing.Type[Truncator]] = []
def truncator_class(
name: str
) -> typing.Callable[[typing.Type[Truncator]], typing.Type[Truncator]]:
"""截断器类装饰器
Args:
name (str): 截断器名称
Returns:
typing.Callable[[typing.Type[Truncator]], typing.Type[Truncator]]: 装饰器
"""
def decorator(cls: typing.Type[Truncator]) -> typing.Type[Truncator]:
assert issubclass(cls, Truncator)
cls.name = name
preregistered_truncators.append(cls)
return cls
return decorator
class Truncator(abc.ABC):
"""消息截断器基类
"""
name: str
ap: app.Application
def __init__(self, ap: app.Application):
self.ap = ap
async def initialize(self):
pass
@abc.abstractmethod
async def truncate(self, query: core_entities.Query) -> core_entities.Query:
"""截断
一般只需要操作query.messages也可以扩展操作query.prompt, query.user_message。
请勿操作其他字段。
"""
pass

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from __future__ import annotations
from .. import truncator
from ....core import entities as core_entities
@truncator.truncator_class("round")
class RoundTruncator(truncator.Truncator):
"""前文回合数阶段器
"""
async def truncate(self, query: core_entities.Query) -> core_entities.Query:
"""截断
"""
max_round = self.ap.pipeline_cfg.data['msg-truncate']['round']['max-round']
temp_messages = []
current_round = 0
# 从后往前遍历
for msg in query.messages[::-1]:
if current_round < max_round:
temp_messages.append(msg)
if msg.role == 'user':
current_round += 1
else:
break
query.messages = temp_messages[::-1]
return query