From c8c9db4edd26cebc7065f1122db96d7740aaefff Mon Sep 17 00:00:00 2001 From: sudoskys Date: Wed, 17 Jan 2024 15:42:05 +0800 Subject: [PATCH 01/11] feat(pydantic_error): Add pydantic error handling tests This commit adds tests for error handling in pydantic models. It includes examples of missing fields and their corresponding validation errors. --- tests/pydantic_error.py | 67 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 67 insertions(+) create mode 100644 tests/pydantic_error.py diff --git a/tests/pydantic_error.py b/tests/pydantic_error.py new file mode 100644 index 000000000..ea720ce20 --- /dev/null +++ b/tests/pydantic_error.py @@ -0,0 +1,67 @@ +# -*- coding: utf-8 -*- +# @Time : 2024/1/17 上午11:52 +# @Author : sudoskys +# @File : pydantic_error.py +# @Software: PyCharm +from pprint import pprint +from typing import Optional, Literal + +from pydantic import BaseModel + + +class ContentParts(BaseModel): + """ + 请求体 + """ + + class Image(BaseModel): + url: str + detail: Optional[Literal["low", "high", "auto"]] = "auto" + + type: str + text: Optional[str] + image_url: Optional[Image] + + +try: + ContentParts(type="text", text="testing") +except Exception as e: + pprint(e) + """ + 1 validation error for ContentParts +image_url + Field required [type=missing, input_value={'type': 'text', 'text': 'testing'}, input_type=dict] + For further information visit https://errors.pydantic.dev/2.5/v/missing + """ + +try: + ContentParts( + type="image", image_url=ContentParts.Image(url="https://www.baidu.com") + ) +except Exception as e: + pprint(e) + """ + 1 validation error for ContentParts +text + Field required [type=missing, input_value={'type': 'image', 'image_...du.com', detail='auto')}, input_type=dict] + For further information visit https://errors.pydantic.dev/2.5/v/missing + + """ + + +class ContentPartsAnother(BaseModel): + """ + 请求体 + """ + + text: str + image: Optional[bool] = None + + +try: + pprint(ContentPartsAnother(text="testing").model_dump_json()) +except Exception as e: + pprint(e) + """ + '{"text":"testing","image":null}' + """ From 2e062b73884c369827ab9a057a1befba3a15b3bd Mon Sep 17 00:00:00 2001 From: sudoskys Date: Sun, 14 Apr 2024 00:46:08 +0800 Subject: [PATCH 02/11] :arrow_up: chore: bump version to 0.27.4 and update requires-python to >=3.9,<3.12 --- pyproject.toml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 60998d240..c5a9a6e83 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "llmkira" -version = "0.27.3" +version = "0.27.4" description = "A chain message bot based on OpenAI" authors = [ { name = "sudoskys", email = "me@dianas.cyou" }, @@ -56,7 +56,7 @@ dependencies = [ "duckduckgo-search<4.0.0,>=3.9.5", "flask<4.0.0,>=3.0.0", ] -requires-python = ">=3.8,<3.12" +requires-python = ">=3.9,<3.12" readme = "README.md" license = { text = "GPL3" } keywords = ["llmbot", "llmkira", "openai", "chatgpt", "telegram", "bot"] From 3785893f85b927e4015867ff8b422fc5302648de Mon Sep 17 00:00:00 2001 From: sudoskys Date: Sun, 14 Apr 2024 00:46:26 +0800 Subject: [PATCH 03/11] =?UTF-8?q?=E2=9C=A8=20fix(schema):=20Fix=20indentat?= =?UTF-8?q?ion=20and=20remove=20unnecessary=20code?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Corrected indentation in schema.py - Removed unnecessary code in schema.py - Removed unnecessary code in __init__.py --- llmkira/extra/user/__init__.py | 48 ++++++----------- llmkira/extra/user/schema.py | 98 +++++++++++++++++++--------------- 2 files changed, 69 insertions(+), 77 deletions(-) diff --git a/llmkira/extra/user/__init__.py b/llmkira/extra/user/__init__.py index 516f3494c..5299dce9f 100644 --- a/llmkira/extra/user/__init__.py +++ b/llmkira/extra/user/__init__.py @@ -10,7 +10,6 @@ from llmkira.sdk.func_calling import ToolRegister from .client import UserCostClient, UserConfigClient, UserCost, UserConfig -from .schema import UserDriverMode from ...sdk.endpoint import Driver @@ -23,7 +22,6 @@ def is_valid_url(url): class CostControl(object): - @staticmethod async def add_cost(cost: UserCost): """ @@ -44,9 +42,7 @@ def get_model(): return SCHEMA_GROUP.get_model_list() @staticmethod - async def get_driver_config( - uid: str - ) -> UserConfig.LlmConfig: + async def get_driver_config(uid: str) -> UserConfig.LlmConfig: """ :param uid: user id :return: UserConfig.LlmConfig(Token/Driver) @@ -57,10 +53,7 @@ async def get_driver_config( return _user_data.llm_driver @staticmethod - def uid_make( - platform: str, - user_id: Union[str, int] - ): + def uid_make(platform: str, user_id: Union[str, int]): """ :param platform: platform. :param user_id: user id. @@ -74,9 +67,7 @@ def uid_make( return f"{platform}:{user_id}" @staticmethod - async def clear_endpoint( - uid: str - ): + async def clear_endpoint(uid: str): """ :param uid: user id :return: bool @@ -90,11 +81,11 @@ async def clear_endpoint( @staticmethod async def set_endpoint( - uid: str, - api_key: str, - endpoint: str = None, - model: str = None, - org_id: str = None + uid: str, + api_key: str, + endpoint: str = None, + model: str = None, + org_id: str = None, ) -> Driver: """ :param uid: user id @@ -106,26 +97,23 @@ async def set_endpoint( :return: new_driver """ # assert model in MODEL.__args__, f"openai model is not valid,must be one of {MODEL.__args__}" - if model not in UserControl.get_model(): - model = UserControl.get_model()[0] _user_data = await UserConfigClient().read_by_uid(uid=uid) _user_data = _user_data or UserConfig(uid=uid) - new_driver = Driver(endpoint=endpoint, api_key=api_key, model=model, org_id=org_id) + new_driver = Driver( + endpoint=endpoint, api_key=api_key, model=model, org_id=org_id + ) _user_data.llm_driver.driver = new_driver await UserConfigClient().update(uid=uid, data=_user_data) return new_driver @staticmethod - async def block_plugin( - uid: str, - plugin_name: str - ) -> list: + async def block_plugin(uid: str, plugin_name: str) -> list: """ :param uid: user id :param plugin_name: plugin name :return: list """ - if not (plugin_name in ToolRegister().functions): + if plugin_name not in ToolRegister().functions: raise ValueError(f"plugin {plugin_name} is not exist :(") _user_data = await UserConfigClient().read_by_uid(uid=uid) _user_data = _user_data or UserConfig(uid=uid) @@ -134,10 +122,7 @@ async def block_plugin( return _user_data.plugin_subs.block_list @staticmethod - async def unblock_plugin( - uid: str, - plugin_name: str - ) -> list: + async def unblock_plugin(uid: str, plugin_name: str) -> list: """ :param uid: user id :param plugin_name: plugin name @@ -150,10 +135,7 @@ async def unblock_plugin( return _user_data.plugin_subs.block_list @staticmethod - async def set_token( - uid: str, - token: Optional[str] = None - ) -> Optional[str]: + async def set_token(uid: str, token: Optional[str] = None) -> Optional[str]: """ :param uid: user id :param token: bind token diff --git a/llmkira/extra/user/schema.py b/llmkira/extra/user/schema.py index 4d28be8d0..dc2174bbe 100644 --- a/llmkira/extra/user/schema.py +++ b/llmkira/extra/user/schema.py @@ -25,30 +25,37 @@ class UserDriverMode(Enum): """代理公共环境变量,也就是额外的token计费系统控制了公共环境变量的使用""" +class Cost(BaseModel): + """消费记录细节""" + + cost_by: str = Field("chat", description="环节") + token_usage: int = Field(0) + token_uuid: Optional[str] = Field(None, description="Api Key 的 hash") + llm_model: Optional[str] = Field(None, description="Model Name") + provide_type: int = Field(None, description="认证模式") + + @classmethod + def by_function( + cls, + function_name: str, + token_usage: int, + token_uuid: str, + llm_model: str, + ): + return cls( + cost_by=function_name, + token_usage=token_usage, + token_uuid=token_uuid, + model_name=llm_model, + ) + + # 基本单元 -class UserCost(BaseModel): - """用户消费记录 - """ - class Cost(BaseModel): - """消费记录细节 - """ - cost_by: str = Field("chat", description="环节") - token_usage: int = Field(0) - token_uuid: Optional[str] = Field(None, description="Api Key 的 hash") - llm_model: Optional[str] = Field(None, description="Model Name") - provide_type: int = Field(None, description="认证模式") +class UserCost(BaseModel): + """用户消费记录""" - @classmethod - def by_function(cls, function_name: str, - token_usage: int, - token_uuid: str, - llm_model: str, - ): - return cls(cost_by=function_name, token_usage=token_usage, token_uuid=token_uuid, model_name=llm_model) - - request_id: str = Field(default=None, description="请求 UUID") uid: str = Field(default=None, description="用户 UID ,注意是平台+用户") cost: Cost = Field(default=None, description="消费记录") cost_time: int = Field(default=None, description="消费时间") @@ -56,13 +63,13 @@ def by_function(cls, function_name: str, @classmethod def create_from_function( - cls, - uid: str, - request_id: str, - cost_by: str, - token_usage: int, - token_uuid: str, - model_name: str, + cls, + uid: str, + request_id: str, + cost_by: str, + token_usage: int, + token_uuid: str, + model_name: str, ): return cls( request_id=request_id, @@ -78,23 +85,22 @@ def create_from_function( @classmethod def create_from_task( - cls, - uid: str, - request_id: str, - cost: Cost, + cls, + uid: str, + cost: Cost, ): return cls( - request_id=request_id, uid=uid, cost=cost, cost_time=int(time.time()), ) - model_config = ConfigDict(extra="ignore", - arbitrary_types_allowed=True, - validate_assignment=True, - validate_default=True - ) + model_config = ConfigDict( + extra="ignore", + arbitrary_types_allowed=True, + validate_assignment=True, + validate_default=True, + ) class UserConfig(BaseSettings): @@ -107,6 +113,7 @@ class LlmConfig(BaseModel): driver 作为一个单例模式 其他 `公共授权` 组件! """ + driver: Optional[Driver] = Field(None, description="私有端点配置") token: Optional[str] = Field(None, description="代理认证系统的token") provider: Optional[str] = Field(None, description="认证平台") @@ -158,7 +165,9 @@ def unblock(self, plugin_name: str) -> "UserConfig.PluginConfig": created_time: int = Field(default=int(time.time()), description="创建时间") last_use_time: int = Field(default=int(time.time()), description="最后使用时间") uid: Union[str, int] = Field(None, description="用户UID") - plugin_subs: PluginConfig = Field(default_factory=PluginConfig.default, description="插件订阅") + plugin_subs: PluginConfig = Field( + default_factory=PluginConfig.default, description="插件订阅" + ) llm_driver: LlmConfig = Field(default_factory=LlmConfig.default, description="驱动") @field_validator("uid") @@ -167,9 +176,10 @@ def check_user_id(cls, v): return str(v) return v - model_config = SettingsConfigDict(extra="ignore", - frozen=True, - arbitrary_types_allowed=True, - validate_assignment=True, - validate_default=True - ) + model_config = SettingsConfigDict( + extra="ignore", + frozen=True, + arbitrary_types_allowed=True, + validate_assignment=True, + validate_default=True, + ) From 38ce06caeaeeae96940f741357a0ba052252bc65 Mon Sep 17 00:00:00 2001 From: sudoskys Date: Sun, 14 Apr 2024 00:46:35 +0800 Subject: [PATCH 04/11] =?UTF-8?q?=F0=9F=90=9B=20fix:=20Update=20dependenci?= =?UTF-8?q?es=20in=20llm=5Ftask.py=20-=20Deprecated=20SystemPrompt=20class?= =?UTF-8?q?=20-=20Added=20SingleModel=20to=20SCHEMA=5FGROUP=20-=20Updated?= =?UTF-8?q?=20Openai=20imports=20and=20definitions?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- llmkira/middleware/llm_task.py | 35 +++++++++++++++++++--------------- 1 file changed, 20 insertions(+), 15 deletions(-) diff --git a/llmkira/middleware/llm_task.py b/llmkira/middleware/llm_task.py index c21dbd5ac..8588ede87 100644 --- a/llmkira/middleware/llm_task.py +++ b/llmkira/middleware/llm_task.py @@ -11,10 +11,11 @@ from .llm_provider import GetAuthDriver from ..extra.user import UserCost, CostControl +from ..extra.user.schema import Cost from ..schema import RawMessage, Scraper -from ..sdk.adapter import SCHEMA_GROUP +from ..sdk.adapter import SCHEMA_GROUP, SingleModel from ..sdk.endpoint import Driver -from ..sdk.endpoint.openai import Message +from ..sdk.endpoint.openai import Message, Openai, OpenaiResult from ..sdk.endpoint.schema import LlmRequest, LlmResult from ..sdk.memory.redis import RedisChatMessageHistory from ..sdk.schema import ToolCallCompletion, SystemMessage, Function, Tool @@ -23,6 +24,7 @@ class SystemPrompt(BaseModel): + # FIXME Deprecated """ 系统提示 """ @@ -153,6 +155,7 @@ def _append_function_tools(self, functions: List[Function]): return self.tools def scraper_create_message(self, write_back=True, system_prompt=True): + # FIXME Deprecated """ 从人类消息和历史消息中构建请求所用消息 :param write_back: 是否写回,如果是 False,那么就不会写回到 Redis 数据库中,也就是重新请求 @@ -188,8 +191,6 @@ def scraper_create_message(self, write_back=True, system_prompt=True): role="user", ) _buffer.append(user_message) - # 装样子添加评分 - # TODO 评分机制 for i, _msg in enumerate(_buffer): self.scraper.add_message(_msg, score=len(str(_msg)) + 50) # database:save redis @@ -199,20 +200,29 @@ def scraper_create_message(self, write_back=True, system_prompt=True): async def request_openai( self, auto_write_back: bool, - retrieve_mode: bool = False, disable_function: bool = False, ) -> LlmResult: """ 处理消息转换和调用工具 :param auto_write_back: 是否自动写回 :param disable_function: 禁用函数 - :param retrieve_mode: 是否为检索模式,当我们需要重新处理超长消息时候,需要设定为 True :return: OpenaiResult """ - run_driver_model = ( - self.driver.model if not retrieve_mode else self.driver.retrieve_model - ) + run_driver_model = self.driver.model endpoint_schema = self.get_schema(model_name=run_driver_model) + if not endpoint_schema: + logger.warning( + f"Openai model {run_driver_model} not found, use {run_driver_model} instead" + ) + endpoint_schema = SingleModel( + llm_model=run_driver_model, + token_limit=8192, + request=Openai, + response=OpenaiResult, + schema_type="openai", + func_executor="tool_call", + exception=None, + ) # 添加函数定义的系统提示 if not disable_function: for function_item in self.functions: @@ -232,9 +242,6 @@ async def request_openai( ] # 构建消息列表 self.scraper_create_message(write_back=auto_write_back) - # 折叠消息列表 - if retrieve_mode: - self.scraper.fold_message() # 削减消息列表 self.scraper.reduce_messages( limit=endpoint_schema.token_limit, model_name=run_driver_model @@ -253,7 +260,6 @@ async def request_openai( f"\n--org {self.driver.org_id} " f"\n--model {run_driver_model} " f"\n--function {functions}" - f"\n--retrieve_mode {retrieve_mode}" ) # 禁用函数? if disable_function or not functions: @@ -284,8 +290,7 @@ async def request_openai( await CostControl.add_cost( cost=UserCost.create_from_task( uid=self.session_uid, - request_id=result.id, - cost=UserCost.Cost( + cost=Cost( cost_by=self.task.receiver.platform, token_usage=_usage, token_uuid=self.driver.uuid, From 25d7f55339010ce189e54dfdbf38175c547997fb Mon Sep 17 00:00:00 2001 From: sudoskys Date: Sun, 14 Apr 2024 00:46:43 +0800 Subject: [PATCH 05/11] :bug: fix(receiver_client): fix missing argument in llm_agent request_openai --- llmkira/receiver/receiver_client.py | 159 ++++++++++++++-------------- 1 file changed, 77 insertions(+), 82 deletions(-) diff --git a/llmkira/receiver/receiver_client.py b/llmkira/receiver/receiver_client.py index d6c055c44..b7a8abf33 100644 --- a/llmkira/receiver/receiver_client.py +++ b/llmkira/receiver/receiver_client.py @@ -42,21 +42,20 @@ async def loop_turn_from_openai(platform_name, message, locate): """ loop_runner = LoopRunner() trans_loop = loop_runner.get_receiver_loop(platform_name=platform_name) - _raw_message = RawMessage.format_openai_message( - message=message, - locate=locate - ) + _raw_message = RawMessage.format_openai_message(message=message, locate=locate) await loop_runner.exec_loop( pipe=trans_loop, pipe_arg={ "message": _raw_message, - } + }, ) arg: dict = loop_runner.result_pipe_arg if not arg.get("message"): logger.error("Message Loop Lose Message") raw_message: RawMessage = arg.get("message", _raw_message) - assert isinstance(raw_message, RawMessage), f"message type error {type(raw_message)}" + assert isinstance( + raw_message, RawMessage + ), f"message type error {type(raw_message)}" return raw_message @abstractmethod @@ -81,13 +80,14 @@ async def reply(self, receiver, message, reply_to_message: bool = True): async def error(self, receiver, text): raise NotImplementedError - async def push_task_create_message(self, - *, - receiver: TaskHeader.Location, - task: TaskHeader, - llm_result: LlmResult, - task_batch: List[TaskBatch] - ): + async def push_task_create_message( + self, + *, + receiver: TaskHeader.Location, + task: TaskHeader, + llm_result: LlmResult, + task_batch: List[TaskBatch], + ): auth_map = {} async def _action_block(_task_batch: TaskBatch) -> Tuple[List[str], bool]: @@ -95,7 +95,8 @@ async def _action_block(_task_batch: TaskBatch) -> Tuple[List[str], bool]: if not _tool: logger.warning(f"not found function {_task_batch.get_batch_name()}") return [ - formatting.mbold("🍩 [Unknown]") + f" `{_task_batch.get_batch_name()}` " + formatting.mbold("🍩 [Unknown]") + + f" `{_task_batch.get_batch_name()}` " ], False tool = _tool() icon = "🌟" @@ -104,8 +105,11 @@ async def _action_block(_task_batch: TaskBatch) -> Tuple[List[str], bool]: auth_map[str(shortuuid.uuid()[0:5]).upper()] = _task_batch logger.trace(f"🔐 Auth Map {auth_map}") _func_tips = [ - formatting.mbold(f"{icon} [ActionBlock]") + f" `{_task_batch.get_batch_name()}` ", - f"""```\n{_task_batch.get_batch_args()}\n```""" if not tool.silent else "", + formatting.mbold(f"{icon} [ActionBlock]") + + f" `{_task_batch.get_batch_name()}` ", + f"""```\n{_task_batch.get_batch_args()}\n```""" + if not tool.silent + else "", ] if tool.env_list: __secret__ = await EnvManager.from_uid( @@ -113,16 +117,15 @@ async def _action_block(_task_batch: TaskBatch) -> Tuple[List[str], bool]: ).get_env_list(name_list=tool.env_list) # 查找是否有空 _required_env = [ - name - for name in tool.env_list - if not __secret__.get(name, None) + name for name in tool.env_list if not __secret__.get(name, None) ] _need_env_list = [ - f"`{formatting.escape_markdown(name)}`" - for name in _required_env + f"`{formatting.escape_markdown(name)}`" for name in _required_env ] _need_env_str = ",".join(_need_env_list) - _func_tips.append(formatting.mbold("🦴 Env required:") + f" {_need_env_str} ") + _func_tips.append( + formatting.mbold("🦴 Env required:") + f" {_need_env_str} " + ) help_docs = tool.env_help_docs(_required_env) _func_tips.append(formatting.mitalic(help_docs)) return _func_tips, tool.silent @@ -138,29 +141,16 @@ async def _action_block(_task_batch: TaskBatch) -> Tuple[List[str], bool]: total_silent = False if isinstance(_message, list): task_message.extend(_message) - task_message_str = formatting.format_text( - *task_message, - separator="\n" - ) + task_message_str = formatting.format_text(*task_message, separator="\n") if not total_silent: - await self.forward(receiver=receiver, - message=[ - RawMessage( - text=task_message_str, - only_send_file=False - ) - ] - ) + await self.forward( + receiver=receiver, + message=[RawMessage(text=task_message_str, only_send_file=False)], + ) return auth_map @abstractmethod - async def function(self, - *, - receiver, - task, - llm, - llm_result - ): + async def function(self, *, receiver, task, llm, llm_result): raise NotImplementedError @@ -175,11 +165,11 @@ def set_core(self, sender: BaseSender, task: Task): @staticmethod async def llm_request( - *, - llm_agent: OpenaiMiddleware, - auto_write_back: bool = True, - retrieve_message: bool = False, - disable_function: bool = False + *, + llm_agent: OpenaiMiddleware, + auto_write_back: bool = True, + retrieve_message: bool = False, + disable_function: bool = False, ): """ Openai请求 @@ -194,7 +184,6 @@ async def llm_request( _result = await llm_agent.request_openai( auto_write_back=auto_write_back, disable_function=disable_function, - retrieve_mode=retrieve_message ) return _result except ssl.SSLSyscallError as e: @@ -202,7 +191,9 @@ async def llm_request( raise Exception(e) except httpx.RemoteProtocolError as e: logger.error(f"[Network RemoteProtocolError] {e}") - raise ReplyNeededError(message="Server disconnected without sending a response.") + raise ReplyNeededError( + message="Server disconnected without sending a response." + ) except ServiceUnavailableError as e: logger.error(f"[Service Unavailable Error] {e}") raise ReplyNeededError(message=f"[551721]Service Unavailable {e}") @@ -219,15 +210,16 @@ async def llm_request( logger.exception(e) raise e - async def _flash(self, - *, - task: TaskHeader, - llm: OpenaiMiddleware, - auto_write_back: bool = True, - intercept_function: bool = False, - retrieve_message: bool = False, - disable_function: bool = False - ): + async def _flash( + self, + *, + task: TaskHeader, + llm: OpenaiMiddleware, + auto_write_back: bool = True, + intercept_function: bool = False, + retrieve_message: bool = False, + disable_function: bool = False, + ): """ 函数池刷新 :param intercept_function: 是否拦截函数调用转发到函数处理器 @@ -244,17 +236,18 @@ async def _flash(self, llm_agent=llm, auto_write_back=auto_write_back, disable_function=disable_function, - retrieve_message=retrieve_message + retrieve_message=retrieve_message, ) get_message = _llm_result.default_message logger.debug(f"[x] LLM Message Sent \n--message {get_message}") if not isinstance(get_message, AssistantMessage): - raise ReplyNeededError("[55682]Request Result Not Valid, Must Be `AssistantMessage`") + raise ReplyNeededError( + "[55682]Request Result Not Valid, Must Be `AssistantMessage`" + ) except Exception as e: if isinstance(e, ReplyNeededError): await self.sender.error( - receiver=task.receiver, - text=get_request_error_message(str(e)) + receiver=task.receiver, text=get_request_error_message(str(e)) ) raise e if intercept_function: @@ -262,23 +255,24 @@ async def _flash(self, await self.sender.reply( receiver=task.receiver, message=[get_message], - reply_to_message=False + reply_to_message=False, ) await self.sender.function( receiver=task.receiver, task=task, llm=llm, # IMPORTANT - llm_result=_llm_result + llm_result=_llm_result, ) return logger.debug("Function loop ended") return await self.sender.reply( - receiver=task.receiver, - message=[get_message] + receiver=task.receiver, message=[get_message] ) except Exception as e: raise e - async def deal_message(self, message) -> Tuple[ + async def deal_message( + self, message + ) -> Tuple[ Optional[TaskHeader], Optional[OpenaiMiddleware], Optional[str], Optional[bool] ]: """ @@ -288,10 +282,7 @@ async def deal_message(self, message) -> Tuple[ _task: TaskHeader = TaskHeader.model_validate_json(message.body.decode("utf-8")) # 没有任何参数 if _task.task_meta.direct_reply: - await self.sender.forward( - receiver=_task.receiver, - message=_task.message - ) + await self.sender.forward(receiver=_task.receiver, message=_task.message) return _task, None, "direct_reply", _task.task_meta.release_chain functions = await FunctionReorganize(task=_task).build_arg() @@ -300,13 +291,13 @@ async def deal_message(self, message) -> Tuple[ _llm = OpenaiMiddleware( task=_task, functions=functions, - tools=[] + tools=[], # 内部会初始化函数工具,这里是其他类型工具 ).init() except ProviderException as e: await self.sender.error( receiver=_task.receiver, - text=f"🥞 Auth System Report {formatting.escape_markdown(str(e))}" + text=f"🥞 Auth System Report {formatting.escape_markdown(str(e))}", ) raise e """构建通信代理""" @@ -322,13 +313,15 @@ async def deal_message(self, message) -> Tuple[ elif schema.func_executor == "unsupported": _func_tool_msg = None else: - raise NotImplementedError(f"func_executor {schema.func_executor} not implemented") + raise NotImplementedError( + f"func_executor {schema.func_executor} not implemented" + ) """消息类型是由请求结果决定的。也就是理论不存在预料外的冲突。""" - _llm.write_back( - message=_func_tool_msg + _llm.write_back(message=_func_tool_msg) + logger.debug( + f"[x] Function Response Write Back \n--callback {call.name}" ) - logger.debug(f"[x] Function Response Write Back \n--callback {call.name}") # 插件直接转发与重处理 if _task.task_meta.callback_forward: @@ -341,16 +334,18 @@ async def deal_message(self, message) -> Tuple[ task=_task, intercept_function=True, disable_function=True, - auto_write_back=False + auto_write_back=False, ) # 同时递交部署点 - return _task, _llm, "callback_forward_reprocess", _task.task_meta.release_chain + return ( + _task, + _llm, + "callback_forward_reprocess", + _task.task_meta.release_chain, + ) # 转发函数 - await self.sender.forward( - receiver=_task.receiver, - message=_task.message - ) + await self.sender.forward(receiver=_task.receiver, message=_task.message) # 同时递交部署点 return _task, _llm, "callback_forward", _task.task_meta.release_chain From b5e462df705c66aae593ff1e0ecf305f6b36a948 Mon Sep 17 00:00:00 2001 From: sudoskys Date: Sun, 14 Apr 2024 00:46:54 +0800 Subject: [PATCH 06/11] =?UTF-8?q?=E2=9C=A8=20feat(endpoint):=20remove=20un?= =?UTF-8?q?used=20properties=20and=20methods?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Remove id, object, and created properties - Remove result_type method - Remove redundant property validations - Remove deprecated functions and function_call properties - Simplify model_config initialization - Clean up comments and unused imports --- llmkira/sdk/endpoint/__init__.py | 3 +- llmkira/sdk/endpoint/openai/__init__.py | 130 ++++-------------------- llmkira/sdk/endpoint/schema.py | 31 ++---- llmkira/sdk/endpoint/tee.py | 44 +++++--- 4 files changed, 57 insertions(+), 151 deletions(-) diff --git a/llmkira/sdk/endpoint/__init__.py b/llmkira/sdk/endpoint/__init__.py index c7218e85f..72738b2b5 100644 --- a/llmkira/sdk/endpoint/__init__.py +++ b/llmkira/sdk/endpoint/__init__.py @@ -4,11 +4,10 @@ # @File : __init__.py # @Software: PyCharm + """ 这里的 schema 是为服务商的sdk照应而写的。 包含请求体,响应体,以及对齐的数据结构。 我们自己的数据结构在 sdk/schema.py 中定义。 请求时,我们需要将自己的数据结构转换为这里的数据结构。 """ -from .tee import Driver -from .tokenizer import get_tokenizer diff --git a/llmkira/sdk/endpoint/openai/__init__.py b/llmkira/sdk/endpoint/openai/__init__.py index edb87d640..5b3b6afb7 100644 --- a/llmkira/sdk/endpoint/openai/__init__.py +++ b/llmkira/sdk/endpoint/openai/__init__.py @@ -3,11 +3,11 @@ # @Author : sudoskys # @File : base.py # @Software: PyCharm -from pydantic import field_validator, ConfigDict, model_validator +from pydantic import field_validator, ConfigDict __version__ = "0.0.1" -from typing import Union, List, Optional, Literal, Type +from typing import Union, List, Optional, Literal import httpx import pydantic @@ -17,17 +17,14 @@ from ..schema import LlmResult, LlmRequest from ..tee import Driver -from ..tokenizer import get_tokenizer from ...adapter import SCHEMA_GROUP, SingleModel from ...error import ValidationError from ...network import request from ...schema import ( Message, - Function, ToolChoice, AssistantMessage, Tool, - BaseFunction, ToolMessage, ) @@ -41,7 +38,6 @@ class Usage(BaseModel): total_tokens: int class Choices(BaseModel): - index: int message: AssistantMessage finish_reason: str """ @@ -59,19 +55,12 @@ def sign_function(self): or "tool_calls" == self.finish_reason ) - id: str - object: str - created: int model: str system_fingerprint: str = Field(default=None, alias="system_prompt_fingerprint") choices: List[Choices] usage: Usage model_config = ConfigDict(arbitrary_types_allowed=True, extra="allow") - @property - def result_type(self): - return self.object - @property def default_message(self): return self.choices[0].message @@ -82,82 +71,32 @@ class Openai(LlmRequest): _config: Driver = PrivateAttr(default=None) """模型信息和配置""" - messages: List[Union["Message", Type["Message"]]] - temperature: Optional[float] = 1 + messages: List["Message"] n: Optional[int] = 1 top_p: Optional[float] = None stop: Optional[Union[str, List[str]]] = None max_tokens: Optional[int] = None + """Max Tokens""" presence_penalty: Optional[float] = None + """Presence Penalty""" frequency_penalty: Optional[float] = None + """Frequency Penalty""" seed: Optional[int] = None - """基础设置""" + """Seed""" stream: Optional[bool] = False - """暂时不打算用的流式""" + """Stream""" logit_bias: Optional[dict] = None - """暂时不打算用的logit_bias""" - user: Optional[str] = None - """追踪 User""" + """Logit Bias""" response_format: Optional[dict] = None """回复指定的格式,See: https://platform.openai.com/docs/api-reference/chat/create""" - # 函数 - functions: Optional[List["Function"]] = None - """deprecated""" - function_call: Optional[Union["BaseFunction", Literal["auto", "none"]]] = None - """deprecated""" # 工具 tools: Optional[List["Tool"]] = None tool_choice: Optional[Union["ToolChoice", Literal["auto", "none"]]] = None """工具调用""" - # 注意,我们 - """ - 如果是 vison ,需要转换消息。 - 注意验证 tool choice 的字段。 - """ - - @model_validator(mode="before") - def fix_tool(cls, values): - if not values.get("tools"): - values["tools"] = None - else: - assert isinstance(values.get("tools"), list) - - if not values.get("functions"): - values["functions"] = None - else: - assert isinstance(values.get("functions"), list) - if values.get("tools") and values.get("functions"): - logger.warning( - "sdk param validator:'functions' and 'tools' cannot both be provided. ignoring 'functions'" - ) - values["functions"] = None - values["function_call"] = None - """Deprecated by openai""" - return values - @property - def schema_map(self) -> dict: - return { - "model": True, - "messages": True, - "temperature": True, - "top_p": True, - "n": True, - "stop": True, - "max_tokens": True, - "seed": True, - "presence_penalty": True, - "frequency_penalty": True, - "stream": True, - "logit_bias": True, - "user": True, - "response_format": True, - "functions": True, - "function_call": True, - "tools": True, - "tool_choice": True, - } + def config(self): + return self._config @staticmethod def sort_insert_message(message_list: List[Message]): @@ -234,30 +173,20 @@ async def create(self, **kwargs) -> OpenaiResult: """ Docs:https://platform.openai.com/docs/api-reference/chat/create """ - # Check Token Limit - num_tokens_from_messages = get_tokenizer( - model_name=self.model - ).num_tokens_from_messages( - messages=self.messages, - model=self.model, - ) - if num_tokens_from_messages > SCHEMA_GROUP.get_token_limit( - model_name=self.model - ): - raise ValidationError("messages_box num_tokens > max_tokens") + # Do not check token limit, 没有意义 # 返回请求 headers = { "User-Agent": "Mozilla/5.0", - "Authorization": f"Bearer {self._config.api_key}", - "api-key": f"{self._config.api_key}", + "Authorization": f"Bearer {self.config.api_key}", + "api-key": f"{self.config.api_key}", } - if self._config.org_id: - headers["Openai-Organization"] = self._config.org_id + if self.config.org_id: + headers["Openai-Organization"] = self.config.org_id try: logger.debug(f"[Openai request] {self.create_params()}") _response = await request( method="POST", - url=self._config.endpoint, + url=self.config.endpoint, data=self.create_params(), headers=headers, proxy=self.proxy_address(), @@ -265,7 +194,7 @@ async def create(self, **kwargs) -> OpenaiResult: ) assert _response, ValidationError("response is empty") logger.debug(f"[Openai response] {_response}") - return_result = OpenaiResult.model_validate(_response).ack() + return_result = OpenaiResult.model_validate(_response) except httpx.ConnectError as e: logger.error(f"[Openai connect error] {e}") raise e @@ -277,29 +206,6 @@ async def create(self, **kwargs) -> OpenaiResult: return return_result -SCHEMA_GROUP.add_model( - models=[ - SingleModel( - llm_model="chatglm3", - token_limit=4096, - request=Openai, - response=OpenaiResult, - schema_type="openai", - func_executor="function_call", - exception=None, - ), - SingleModel( - llm_model="chatglm3-16k", - token_limit=16384, - request=Openai, - response=OpenaiResult, - schema_type="openai", - func_executor="function_call", - exception=None, - ), - ] -) - SCHEMA_GROUP.add_model( models=[ SingleModel( diff --git a/llmkira/sdk/endpoint/schema.py b/llmkira/sdk/endpoint/schema.py index 45a15da90..4c900e6f6 100644 --- a/llmkira/sdk/endpoint/schema.py +++ b/llmkira/sdk/endpoint/schema.py @@ -7,8 +7,7 @@ from typing import Optional, Any, Union, List from typing import TYPE_CHECKING -import shortuuid -from pydantic import ConfigDict, BaseModel, Field, PrivateAttr +from pydantic import ConfigDict, BaseModel, PrivateAttr from .tee import Driver @@ -21,18 +20,11 @@ class LlmResult(BaseModel, ABC): LlmResult """ - id: Optional[str] = Field(default=str(shortuuid.uuid())) - object: str - created: int model: str choices: list usage: Any = None model_config = ConfigDict(arbitrary_types_allowed=True, extra="allow") - @property - def result_type(self): - return self.object - def ack(self): """ 向上转型 @@ -48,6 +40,7 @@ class LlmRequest(BaseModel, ABC): """ LlmRequest """ + model_config = ConfigDict(arbitrary_types_allowed=True, extra="allow") _config: Driver = PrivateAttr() @@ -86,9 +79,7 @@ def init(cls, driver: Driver, **kwargs): :param kwargs: 配置 :return: LlmRequest Object """ - return cls( - **kwargs - ).set_driver(driver=driver) + return cls(**kwargs).set_driver(driver=driver) def set_driver(self, driver: Driver): self._config = driver @@ -110,26 +101,16 @@ def schema_map(self) -> dict: } def create_params(self): - _arg = self.model_dump( - exclude_none=True, - include=self.schema_map - ) + _arg = self.model_dump(exclude_none=True, include=self.schema_map) assert "messages" in _arg, "messages is required" _arg["model"] = self.model - _arg = { - k: v - for k, v in _arg.items() - if v is not None - } + _arg = {k: v for k, v in _arg.items() if v is not None} return _arg def proxy_address(self): return self._config.proxy_address - async def create( - self, - **kwargs - ): + async def create(self, **kwargs): raise NotImplementedError diff --git a/llmkira/sdk/endpoint/tee.py b/llmkira/sdk/endpoint/tee.py index d228b279a..05a899b1e 100644 --- a/llmkira/sdk/endpoint/tee.py +++ b/llmkira/sdk/endpoint/tee.py @@ -26,7 +26,7 @@ def sha1_encrypt(string): sha1加密算法 """ - sha = hashlib.sha1(string.encode('utf-8')) + sha = hashlib.sha1(string.encode("utf-8")) encrypts = sha.hexdigest() return encrypts[:8] @@ -35,6 +35,7 @@ class Driver(BaseSettings): """ 通用配置 """ + endpoint: str = Field(default="https://api.openai.com/v1/chat/completions") api_key: str = Field(default=None) org_id: Optional[str] = Field(default=None) @@ -44,6 +45,21 @@ class Driver(BaseSettings): # TODO:AZURE API VERSION + @field_validator("endpoint") + def check_endpoint(cls, v): + if v: + # 先去掉末尾的 / + if v[-1] == "/": + v = v[:-1] + # 如果以 v1 结尾,添加 chat/completions + if v.endswith("/v1"): + v += "/chat/completions" + if not v.endswith("/chat/completions"): + raise ValidationError( + "endpoint must end with /v1/chat/completions or /v1" + ) + return v + @property def detail(self): """ @@ -66,10 +82,14 @@ def available(self): @classmethod def from_public_env(cls): openai_api_key = os.getenv("OPENAI_API_KEY", None) - openai_endpoint = os.getenv("OPENAI_API_ENDPOINT", "https://api.openai.com/v1/chat/completions") + openai_endpoint = os.getenv( + "OPENAI_API_ENDPOINT", "https://api.openai.com/v1/chat/completions" + ) openai_org_id = os.getenv("OPENAI_API_ORG_ID", None) openai_model = os.getenv("OPENAI_API_MODEL", "gpt-3.5-turbo-0613") - openai_model_retrieve = os.getenv("OPENAI_API_RETRIEVE_MODEL", "gpt-3.5-turbo-16k") + openai_model_retrieve = os.getenv( + "OPENAI_API_RETRIEVE_MODEL", "gpt-3.5-turbo-16k" + ) openai_proxy = os.getenv("OPENAI_API_PROXY", None) return cls( endpoint=openai_endpoint, @@ -77,19 +97,14 @@ def from_public_env(cls): org_id=openai_org_id, model=openai_model, model_retrieve=openai_model_retrieve, - proxy_address=openai_proxy + proxy_address=openai_proxy, ) @field_validator("api_key") def check_key(cls, v): if v: - if len(str(v)) < 4: + if len(str(v)) < 2: raise ValidationError("api_key is too short???") - """ - # 严格检查 - if not len(str(v)) == 51: - raise ValidationError("api_key must be 51 characters long") - """ else: raise ValidationError("api_key is required,pls set OPENAI_API_KEY in .env") return v @@ -103,5 +118,10 @@ def uuid(self): _flag = self.api_key[-3:] return f"{_flag}:{sha1_encrypt(self.api_key)}" - model_config = SettingsConfigDict(env_file='.env', env_file_encoding='utf-8', case_sensitive=True, - arbitrary_types_allowed=True, extra="allow") + model_config = SettingsConfigDict( + env_file=".env", + env_file_encoding="utf-8", + case_sensitive=True, + arbitrary_types_allowed=True, + extra="allow", + ) From a6d873ae22ae4ddde3dc53694fece2bf17530c02 Mon Sep 17 00:00:00 2001 From: sudoskys Date: Sun, 14 Apr 2024 00:47:04 +0800 Subject: [PATCH 07/11] =?UTF-8?q?=F0=9F=9B=A0=EF=B8=8F=20fix[adapter]:=20R?= =?UTF-8?q?eturn=20None=20instead=20of=20raising=20exception=20when=20mode?= =?UTF-8?q?l=20not=20found?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- llmkira/sdk/adapter.py | 29 +++++------------------------ 1 file changed, 5 insertions(+), 24 deletions(-) diff --git a/llmkira/sdk/adapter.py b/llmkira/sdk/adapter.py index 7a8564c86..703eb9b4e 100644 --- a/llmkira/sdk/adapter.py +++ b/llmkira/sdk/adapter.py @@ -28,6 +28,7 @@ class ModelMeta(object): """ 第三方管理分发模型相关的操作类 """ + model_list: List[SingleModel] = [] def add_model(self, models: List[SingleModel]): @@ -36,10 +37,7 @@ def add_model(self, models: List[SingleModel]): logger.debug(f"🥐 [Model Available] {model.llm_model}") self.model_list.append(model) - def get_by_model_name(self, - *, - model_name: str - ) -> SingleModel: + def get_by_model_name(self, *, model_name: str) -> Optional[SingleModel]: for model in self.model_list: if model.llm_model == model_name: if model.exception: @@ -48,30 +46,13 @@ def get_by_model_name(self, f"exception: {model.exception}" ) return model - raise LookupError( - f"model {model_name} not found! " - f"please check your model name" - ) + return None def get_model_list(self): return [model.llm_model for model in self.model_list] - def get_token_limit(self, - *, - model_name: str - ) -> int: - return self.get_by_model_name( - model_name=model_name - ).token_limit - - def get_schema_model_group(self, - *, - schema_type: str - ) -> List[SingleModel]: - return [ - model for model in self.model_list - if model.schema_type == schema_type - ] + def get_schema_model_group(self, *, schema_type: str) -> List[SingleModel]: + return [model for model in self.model_list if model.schema_type == schema_type] SCHEMA_GROUP = ModelMeta() From 8c8ed94e2d43071436771736a07fcd233373ac4f Mon Sep 17 00:00:00 2001 From: sudoskys Date: Sun, 14 Apr 2024 00:47:13 +0800 Subject: [PATCH 08/11] =?UTF-8?q?=E2=9C=A8feat(sdk):=20update=20schema.py?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Corrected indentation for 'if' statements - Adjusted parameter spacing for 'async def' functions - Aligned parameter spacing for 'classmethod' functions - Removed unnecessary condition for 'add_property' - Updated 'parse_from_pydantic' method signature - Modified 'request_final' method signature - Fixed file extension check for images - Improved 'generate_short_md5' function clarity --- llmkira/sdk/schema.py | 7 +------ 1 file changed, 1 insertion(+), 6 deletions(-) diff --git a/llmkira/sdk/schema.py b/llmkira/sdk/schema.py index b7dca07de..6681ede1b 100644 --- a/llmkira/sdk/schema.py +++ b/llmkira/sdk/schema.py @@ -274,12 +274,7 @@ def request_final(self, *, schema_model: str): 标准化 :param schema_model: 适配的模型 """ - if schema_model.startswith("gpt-"): - return self.model_copy(deep=True) - elif schema_model.startswith("chatglm"): - return self.model_copy(deep=True) - else: - raise CheckError(f"unknown model {schema_model}, cant classify model type") + return self.model_copy(deep=True) def add_property( self, From b6ff021e1dd1573cfe672e8efaa36a22d6dabd7b Mon Sep 17 00:00:00 2001 From: sudoskys Date: Sun, 14 Apr 2024 00:47:16 +0800 Subject: [PATCH 09/11] =?UTF-8?q?=E2=9C=A8feat(sdk):=20update=20schema.py?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Corrected indentation for 'if' statements - Adjusted parameter spacing for 'async def' functions - Aligned parameter spacing for 'classmethod' functions - Removed unnecessary condition for 'add_property' - Updated 'parse_from_pydantic' method signature - Modified 'request_final' method signature - Fixed file extension check for images - Improved 'generate_short_md5' function clarity --- pdm.lock | 2631 +++++++++++++++++++++++++----------------------------- 1 file changed, 1202 insertions(+), 1429 deletions(-) diff --git a/pdm.lock b/pdm.lock index 8caf3b002..cd5d4eff9 100644 --- a/pdm.lock +++ b/pdm.lock @@ -2,23 +2,24 @@ # It is not intended for manual editing. [metadata] -groups = ["default", "bot", "dev", "testing"] -strategy = ["cross_platform"] -lock_version = "4.4" -content_hash = "sha256:230a5471c5b84cb3790abed390d673293923eb6f660f254502c2cf800ae4dc8d" +groups = ["default", "bot", "dev"] +strategy = ["cross_platform", "inherit_metadata"] +lock_version = "4.4.1" +content_hash = "sha256:8ef08bc1d045b284301385f49975839084a4a4a36a870b896695a1ddaa1e13c0" [[package]] name = "aio-pika" -version = "9.3.1" -requires_python = ">=3.7,<4.0" +version = "9.4.1" +requires_python = ">=3.8,<4.0" summary = "Wrapper around the aiormq for asyncio and humans" +groups = ["default"] dependencies = [ - "aiormq<6.8.0,>=6.7.7", + "aiormq<6.9.0,>=6.8.0", "yarl", ] files = [ - {file = "aio_pika-9.3.1-py3-none-any.whl", hash = "sha256:62ea4859572daccfc1d0963785185fa984f41f9fde576f9cc123ec899c257260"}, - {file = "aio_pika-9.3.1.tar.gz", hash = "sha256:f199e5179ff9a362c1494ddd4d26f40834896726fea9b9d91de971b2ad304fc8"}, + {file = "aio_pika-9.4.1-py3-none-any.whl", hash = "sha256:2d4cec5a5d32005a71e31faaf5be58ee993fa29b8243a5d04b8f4a73df272fe8"}, + {file = "aio_pika-9.4.1.tar.gz", hash = "sha256:d177404a27aa797a2ac935f6aa2bbb287fe1f0ddf5628ca20a237b7db3ea6324"}, ] [[package]] @@ -26,6 +27,7 @@ name = "aiofiles" version = "23.2.1" requires_python = ">=3.7" summary = "File support for asyncio." +groups = ["default"] files = [ {file = "aiofiles-23.2.1-py3-none-any.whl", hash = "sha256:19297512c647d4b27a2cf7c34caa7e405c0d60b5560618a29a9fe027b18b0107"}, {file = "aiofiles-23.2.1.tar.gz", hash = "sha256:84ec2218d8419404abcb9f0c02df3f34c6e0a68ed41072acfb1cef5cbc29051a"}, @@ -33,9 +35,10 @@ files = [ [[package]] name = "aiohttp" -version = "3.9.0" +version = "3.9.4" requires_python = ">=3.8" summary = "Async http client/server framework (asyncio)" +groups = ["bot", "default"] dependencies = [ "aiosignal>=1.1.2", "async-timeout<5.0,>=4.0; python_version < \"3.11\"", @@ -45,81 +48,67 @@ dependencies = [ "yarl<2.0,>=1.0", ] files = [ - {file = 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pytest tests \ No newline at end of file + pdm run -v pytest tests From 345e57e217579703a005808dddb251e585888f14 Mon Sep 17 00:00:00 2001 From: sudoskys Date: Sun, 14 Apr 2024 00:51:14 +0800 Subject: [PATCH 11/11] :art: chore(workflows): update python version in matrix for GitHub Actions --- .github/workflows/python_test.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/python_test.yml b/.github/workflows/python_test.yml index 18a6abf7a..716def90b 100644 --- a/.github/workflows/python_test.yml +++ b/.github/workflows/python_test.yml @@ -26,7 +26,7 @@ jobs: - name: Install dependencies run: | - pdm install --frozen-lockfile -G testing + pdm install --frozen-lockfile -G bot - name: Run Tests run: | pdm run -v pytest tests