diff --git a/utils/agent.py b/utils/agent.py index 05a0ed6..4ebafdd 100644 --- a/utils/agent.py +++ b/utils/agent.py @@ -16,7 +16,7 @@ from pydantic_ai.models.openai import OpenAIChatModel from pydantic_ai.output import OutputSpec from pydantic_ai.providers.openai import OpenAIProvider -from sqlite import SQLite +from .sqlite import SQLite class AgentMemory(SQLite): @@ -100,7 +100,7 @@ class AgentMemory(SQLite): message_history = [] for row in result: message_history.extend( - ModelMessagesTypeAdapter.validate_json(row["new_message"]) + ModelMessagesTypeAdapter.validate_json(row["new_messages"]) ) return message_history except Exception as exception: diff --git a/utils/agent_memory.db b/utils/agent_memory.db new file mode 100644 index 0000000..54008da Binary files /dev/null and b/utils/agent_memory.db differ diff --git a/utils/memory_database.db b/utils/memory_database.db new file mode 100644 index 0000000..e69de29 diff --git a/产品需求文档AI生成/application/application.py b/产品需求文档AI生成/application/application.py index 45ce875..5325487 100644 --- a/产品需求文档AI生成/application/application.py +++ b/产品需求文档AI生成/application/application.py @@ -1,17 +1,17 @@ """The main Chat app.""" -import reflex as rx -from application.components import chat, navbar +from reflex import App, Component, vstack as VStack, color as Color, theme as Theme +from .components import session, navbar -def index() -> rx.Component: +def index() -> Component: """The main app.""" - return rx.vstack( + return VStack( navbar.navbar(), - chat.chat(), - chat.action_bar(), - background_color=rx.color("mauve", 1), - color=rx.color("mauve", 12), + session.session(), + session.action_bar(), + background_color=Color(color="mauve", shade=1), + color=Color(color="mauve", shade=12), height="100dvh", align_items="stretch", spacing="0", @@ -19,8 +19,8 @@ def index() -> rx.Component: # Add state and page to the app. -app = rx.App( - theme=rx.theme( +app = App( + theme=Theme( appearance="dark", accent_color="purple", ), diff --git a/产品需求文档AI生成/application/components/chat.py b/产品需求文档AI生成/application/components/chat.py deleted file mode 100644 index d56587f..0000000 --- a/产品需求文档AI生成/application/components/chat.py +++ /dev/null @@ -1,112 +0,0 @@ -import reflex as rx - -from application.state import Turn, State -from reflex.constants.colors import ColorType - - -def message_content(text: str, color: ColorType) -> rx.Component: - """Create a message content component. - - Args: - text: The text to display. - color: The color of the message. - - Returns: - A component displaying the message. - """ - return rx.markdown( - text, - background_color=rx.color(color, 4), - color=rx.color(color, 12), - display="inline-block", - padding_inline="1em", - border_radius="8px", - ) - - -def message(turn: Turn) -> rx.Component: - """A single question/answer message. - - Args: - turn: The question/answer pair. - - Returns: - A component displaying the question/answer pair. - """ - return rx.box( - rx.box( - message_content(turn["question"], "mauve"), - text_align="right", - margin_bottom="8px", - ), - rx.box( - message_content(turn["answer"], "accent"), - text_align="left", - margin_bottom="8px", - ), - max_width="50em", - margin_inline="auto", - ) - - -def chat() -> rx.Component: - """List all the messages in a single conversation.""" - return rx.auto_scroll( - rx.foreach(State.selected_chat, message), - flex="1", - padding="8px", - ) - - -def action_bar() -> rx.Component: - """The action bar to send a new message.""" - return rx.center( - rx.vstack( - rx.form( - rx.hstack( - rx.input( - rx.input.slot( - rx.tooltip( - rx.icon("info", size=18), - content="Enter a question to get a response.", - ) - ), - placeholder="Type something...", - id="question", - flex="1", - ), - rx.button( - "Send", - loading=State.processing, - disabled=State.processing, - type="submit", - ), - max_width="50em", - margin="0 auto", - align_items="center", - ), - reset_on_submit=True, - on_submit=State.process_question, - ), - rx.text( - "ReflexGPT may return factually incorrect or misleading responses. Use discretion.", - text_align="center", - font_size=".75em", - color=rx.color("mauve", 10), - ), - rx.logo(margin_block="-1em"), - width="100%", - padding_x="16px", - align="stretch", - ), - position="sticky", - bottom="0", - left="0", - padding_y="16px", - backdrop_filter="auto", - backdrop_blur="lg", - border_top=f"1px solid {rx.color('mauve', 3)}", - background_color=rx.color("mauve", 2), - align="stretch", - width="100%", - ) diff --git a/产品需求文档AI生成/application/components/navbar.py b/产品需求文档AI生成/application/components/navbar.py index ae6fa62..a3f78d0 100644 --- a/产品需求文档AI生成/application/components/navbar.py +++ b/产品需求文档AI生成/application/components/navbar.py @@ -1,25 +1,47 @@ -import reflex as rx -from application.state import State +# -*- coding: utf-8 -*- +""" +导航栏组件 +""" + +from reflex import ( + Component, + badge as Badge, + button as Button, + color as Color, + dialog as Dialog, + divider as Divider, + drawer as Drawer, + foreach as Foreach, + form as Form, + heading as Heading, + hstack as HStack, + icon as Icon, + input as Input, + tooltip as Tooltip, + vstack as VStack, +) + +from ..state import State -def sidebar_chat(chat: str) -> rx.Component: - """A sidebar chat item. - - Args: - chat: The chat item. +def sidebar_session(session_name: str) -> Component: """ - return rx.drawer.close( - rx.hstack( - rx.button( - chat, - on_click=lambda: State.set_chat(chat), + 侧边栏会话组件 + :param session_name: 会话名称 + :return: Component + """ + return Drawer.close( + HStack( + Button( + session_name, + on_click=lambda: State.set_current_session(session_name), width="80%", variant="surface", ), - rx.button( - rx.icon( + Button( + Icon( tag="trash", - on_click=State.delete_chat(chat), + on_click=lambda: State.delete_session(session_name), stroke_width=1, ), width="20%", @@ -28,21 +50,26 @@ def sidebar_chat(chat: str) -> rx.Component: ), width="100%", ), - key=chat, + key=session_name, ) -def sidebar(trigger) -> rx.Component: - """The sidebar component.""" - return rx.drawer.root( - rx.drawer.trigger(trigger), - rx.drawer.overlay(), - rx.drawer.portal( - rx.drawer.content( - rx.vstack( - rx.heading("Chats", color=rx.color("mauve", 11)), - rx.divider(), - rx.foreach(State.chat_titles, lambda chat: sidebar_chat(chat)), +def sidebar(trigger) -> Component: + """ + 侧边栏组件 + """ + return Drawer.root( + Drawer.trigger(trigger), + Drawer.overlay(), + Drawer.portal( + Drawer.content( + VStack( + Heading("Chats", color=Color("mauve", 11)), + Divider(), + Foreach( + State.get_session_names, + lambda session_name: sidebar_session(session_name), + ), align_items="stretch", width="100%", ), @@ -51,7 +78,7 @@ def sidebar(trigger) -> rx.Component: height="100%", width="20em", padding="2em", - background_color=rx.color("mauve", 2), + background_color=Color("mauve", 2), outline="none", ) ), @@ -59,39 +86,39 @@ def sidebar(trigger) -> rx.Component: ) -def modal(trigger) -> rx.Component: +def modal(trigger) -> Component: """A modal to create a new chat.""" - return rx.dialog.root( - rx.dialog.trigger(trigger), - rx.dialog.content( - rx.form( - rx.hstack( - rx.input( + return Dialog.root( + Dialog.trigger(trigger), + Dialog.content( + Form( + HStack( + Input( placeholder="Chat name", - name="new_chat_name", + name="session_name", flex="1", min_width="20ch", ), - rx.button("Create chat"), + Button("Create chat"), spacing="2", wrap="wrap", width="100%", ), - on_submit=State.create_chat, + on_submit=State.create_session, ), - background_color=rx.color("mauve", 1), + background_color=Color("mauve", 1), ), - open=State.is_modal_open, - on_open_change=State.set_is_modal_open, + open=State.create_session_modal_is_open, + on_open_change=State.toggle_create_session_modal, ) def navbar(): - return rx.hstack( - rx.badge( - State.current_chat, - rx.tooltip( - rx.icon("info", size=14), + return HStack( + Badge( + State.current_session_name, + Tooltip( + Icon("info", size=14), content="The current selected chat.", ), size="3", @@ -99,17 +126,17 @@ def navbar(): margin_inline_end="auto", ), modal( - rx.icon_button("message-square-plus"), + Icon("message-square-plus"), ), sidebar( - rx.icon_button( + Icon( "messages-square", - background_color=rx.color("mauve", 6), + background_color=Color("mauve", 6), ) ), justify_content="space-between", align_items="center", padding="12px", - border_bottom=f"1px solid {rx.color('mauve', 3)}", - background_color=rx.color("mauve", 2), + border_bottom=f"1px solid {Color('mauve', 3)}", + background_color=Color("mauve", 2), ) diff --git a/产品需求文档AI生成/application/components/session.py b/产品需求文档AI生成/application/components/session.py new file mode 100644 index 0000000..b41ca23 --- /dev/null +++ b/产品需求文档AI生成/application/components/session.py @@ -0,0 +1,134 @@ +# -*- coding: utf-8 -*- +""" +会话组件 +""" + +from reflex import ( + Component, + auto_scroll as AutoScroll, + box as Box, + button as Button, + center as Center, + color as Color, + foreach as Foreach, + form as Form, + hstack as HStack, + icon as Icon, + input as Input, + logo as Logo, + markdown as Markdown, + text as Text, + tooltip as Tooltip, + vstack as VStack, +) +from reflex.constants.colors import ColorType + +from ..state import State, Turn + + +def message(text: str, color: ColorType) -> Component: + """ + 消息组件 + :param text: 文本 + :param color: 颜色 + :return: Component + """ + return Markdown( + text, + background_color=Color(color=color, shade=4), + color=Color(color=color, shade=12), + display="inline-block", + padding_inline="1em", + border_radius="8px", + ) + + +def turn(turn: Turn) -> Component: + """ + 对话组件 + :param turn: 对话 + :return: Component + """ + return Box( + Box( + message(text=turn.input_message, color="mauve"), + text_align="right", + margin_bottom="8px", + ), + Box( + message(text=turn.output_message, color="accent"), + text_align="left", + margin_bottom="8px", + ), + max_width="50em", + margin_inline="auto", + ) + + +def session() -> Component: + """ + 会话组件 + :return: Component + """ + return AutoScroll( + Foreach(State.get_turns, turn), + flex="1", + padding="8px", + overflow_y="auto", + ) + + +def action_bar() -> Component: + """ + 输入发送栏组件 + """ + return Center( + VStack( + Form( + HStack( + Input( + Input.slot( + Tooltip( + Icon("info", size=18), + content="Enter a question to get a response.", + ) + ), + placeholder="Type something...", + id="input_message", + flex="1", + ), + Button( + "Send", + loading=State.current_session_processing, + disabled=State.current_session_processing, + type="submit", + ), + max_width="50em", + margin="0 auto", + align_items="center", + ), + reset_on_submit=True, # 提交后清空输入框 + on_submit=State.adapt_input_message, + ), + Text( + "ReflexGPT may return factually incorrect or misleading responses. Use discretion.", + text_align="center", + font_size=".75em", + color=Color("mauve", 10), + ), + Logo(margin_block="-1em"), + width="100%", + padding_x="16px", + align="stretch", + ), + position="sticky", + bottom="0", + left="0", + padding_y="16px", + backdrop_filter="auto", + backdrop_blur="lg", + border_top=f"1px solid {Color('mauve', 3)}", + background_color=Color("mauve", 2), + align="stretch", + width="100%", + ) diff --git a/产品需求文档AI生成/application/state.py b/产品需求文档AI生成/application/state.py index af16aa8..cd3c420 100644 --- a/产品需求文档AI生成/application/state.py +++ b/产品需求文档AI生成/application/state.py @@ -1,189 +1,183 @@ -import os -from typing import Any, Optional, TypedDict -import reflex -from openai import OpenAI -from openai.types.chat import ChatCompletionMessageParam -from sys import path -from pathlib import Path -from dataclasses import dataclass +# -*- coding: utf-8 -*- +""" +应用状态管理模块 +""" + +from typing import Any, AsyncGenerator, Dict, List, Optional -path.append(str(Path(__file__).resolve().parent.parent.parent)) -from utils.agent import Agent from pydantic import BaseModel, Field +import reflex +from pathlib import Path +from sys import path + +path.append((Path(__file__).resolve().parent.parent.parent.as_posix())) +from utils.agent import Agent + + +def retrieve_agent(state) -> Agent: + """ + 获取当前会话绑定的智能体 + :return: 当前会话绑定的智能体 + """ + + if state.current_session_name not in state._agents: + state._agents[state.current_session_name] = Agent( + instructions="You are a friendly chatbot named Reflex. Respond in markdown." + ) + return state._agents[state.current_session_name] class Turn(BaseModel): - """一轮对话中用户输入消息和智能体输出消息""" + """对话数据模型，包含用户输入消息和智能体输出消息""" - input_message: str = Field(description="用户输入的消息") - output_message: str + input_message: str = Field(..., description="用户输入的消息") + output_message: str = Field(default="", description="智能体输出的消息") class Session(BaseModel): - """会话数据模型""" + """会话数据模型，包含会绑定智能体和会话对话列表""" - uuid: str = Field(..., description="会话唯一标识") - agent: Optional[Agent] = Field(default=None, description="智能体实例") # 鼓励 - message_history: List[Turn] = Field(default=[], description="会话消息历史") + turns: List[Turn] = Field(default_factory=list, description="会话对话列表") class State(reflex.State): - """实例状态管理""" + """应用状态""" - agent: Agent | None = None + # 当前会话名称 + current_session_name: str = "Intro" + # 当前会话正在处理 + current_session_processing: bool = False - def _init_agent(self) -> Agent: - """初始化智能体""" - if not self.agent: - self.agent = Agent( - instructions="You are a friendly chatbot named Reflex. Respond in markdown." - ) - return self.agent + # 所有会话 + sessions: Dict[str, Session] = {"Intro": Session()} - current_chat_name = "Intros" # 当前聊天名称 + # 所有会话绑定的智能体（私有变量） + _agents: Dict[str, Any] = {} - sessions: dict[str, list[Turn]] = { - current_chat_name: [], - } # 会话列表 - - # 智能体是否正在输出 - outputting: bool = False - - # 新会话弹窗是否打开 - is_modal_open: bool = False - - @reflex.event - def create_chat(self, form_data: dict[str, Any]): - """Create a new chat.""" - # Add the new chat to the list of chats. - new_chat_name = form_data["new_chat_name"] - self.current_chat = new_chat_name - self._chats[new_chat_name] = [] - self.is_modal_open = False - - @reflex.event - def set_is_modal_open(self, is_open: bool): - """Set the new chat modal open state. - - Args: - is_open: Whether the modal is open. - """ - self.is_modal_open = is_open + # 新建会话模态窗是否打开 + create_session_modal_is_open: bool = False @reflex.var - def selected_chat(self) -> list[TurnMessages]: - """Get the list of turns for the current chat. - - Returns: - The list of turns. + def get_session_names(self) -> List[str]: """ - return ( - self._chats[self.current_chat] if self.current_chat in self._chats else [] - ) + 获取所有会话名称 + :return: 所有会话名称 + """ + return list(self.sessions) @reflex.event - def delete_chat(self, chat_name: str): - """Delete the current chat.""" - if chat_name not in self._chats: + def set_current_session(self, session_name: str) -> None: + """ + 将所选会话设置为当前会话 + :param session_name: 会话名称 + :return: None + """ + self.current_session_name = session_name + + @reflex.event + def delete_session(self, session_name: str) -> None: + """ + 删除会话 + :param session_name: 会话名称 + :return: None + """ + if session_name not in self.sessions: return - del self._chats[chat_name] - if len(self._chats) == 0: - self._chats = { - "Intros": [], - } - if self.current_chat not in self._chats: - self.current_chat = list(self._chats.keys())[0] - @reflex.event - def set_chat(self, chat_name: str): - """Set the name of the current chat. + del self.sessions[session_name] - Args: - chat_name: The name of the chat. - """ - self.current_chat = chat_name + # 若删除会话后所有会话为空则默认创建空白会话 + if not self.sessions: + self.sessions["Intro"] = Session() - @reflex.event - def set_new_chat_name(self, new_chat_name: str): - """Set the name of the new chat. - - Args: - new_chat_name: The name of the new chat. - """ - self.new_chat_name = new_chat_name + # 若删除会话后当前会话名称不存在则默认使用第一个会话名称 + if self.current_session_name not in self.sessions: + self.current_session_name = next(iter(self.sessions)) @reflex.var - def chat_titles(self) -> list[str]: - """Get the list of chat titles. - - Returns: - The list of chat names. + def get_turns(self) -> List[Turn]: """ - return list(self._chats.keys()) + 获取当前会话所有对话 + :return: 当前会话所有对话 + """ + if self.current_session_name not in self.sessions: + return ( + [] + ) # 因 reflex 实时响应状态变更（前端立刻自动刷新），故需要考虑当前会话不存在的情况 + return self.sessions[self.current_session_name].turns @reflex.event - async def process_question(self, form_data: dict[str, Any]): - # Get the question from the form - question = form_data["question"] + def toggle_create_session_modal(self, is_open: bool) -> None: + """ + 切换新建会话模态窗开关状态 + :param is_open: 打开或关闭新建会话模态窗 + :return: None + """ + self.create_session_modal_is_open = is_open - # Check if the question is empty - if not question: + @reflex.event + def create_session(self, form_data: Dict[str, Any]) -> None: + """ + 创建会话 + :param form_data: 创建会话表单数据 + :return: None + """ + session_name = form_data["session_name"].strip() + + # 若创建会话名称为空字则默认使用"Intro"作为会话名称 + if not session_name: + session_name = "Intro" + + original_session_name = session_name + counter = 1 + # 若会话名称重复则在会话名称后面添加序号至不重复 + while session_name in self.sessions: + session_name = f"{original_session_name}_{counter}" + counter += 1 + + self.current_session_name = session_name + self.sessions[session_name] = Session() + self.create_session_modal_is_open = False # 关闭新建会话模态窗 + + @reflex.event + async def adapt_input_message(self, form_data: dict[str, str]) -> AsyncGenerator: + """ + 适配用户输入消息 + :param form_data: 对话表单数据 + :return: AsyncGenerator + """ + input_message = form_data["input_message"].strip() + if not input_message: return - async for value in self.openai_process_question(question): + async for value in self._process_input_message(input_message): yield value - @reflex.event - async def openai_process_question(self, question: str): - """Get the response from the API. - - Args: - form_data: A dict with the current question. + async def _process_input_message(self, input_message: str) -> AsyncGenerator: """ - - # Add the question to the list of questions. - qa = TurnMessages(input_message=question, output_message="") - self._chats[self.current_chat].append(qa) - - # Clear the input and start the processing. - self.processing = True - yield - - # Build the messages. - messages: list[ChatCompletionMessageParam] = [ - { - "role": "system", - "content": "You are a friendly chatbot named Reflex. Respond in markdown.", - } - ] - for qa in self._chats[self.current_chat]: - messages.append({"role": "user", "content": qa["input_message"]}) - messages.append({"role": "assistant", "content": qa["output_message"]}) - - # Remove the last mock answer. - messages = messages[:-1] - - # Start a new session to answer the question. - session = OpenAI().chat.completions.create( - model=os.getenv("OPENAI_MODEL", "gpt-3.5-turbo"), - messages=messages, - stream=True, + 处理用户输入消息 + :param input_message: 用户输入的消息 + :return: AsyncGenerator + """ + # 当前会话 + current_session = self.sessions[self.current_session_name] + # 将用户输入消息添加到当前会话对话列表 + current_session.turns.append( + Turn( + input_message=input_message, + ) ) - # Stream the results, yielding after every word. - for item in session: - if hasattr(item.choices[0].delta, "content"): - answer_text = item.choices[0].delta.content - # Ensure answer_text is not None before concatenation - if answer_text is not None: - self._chats[self.current_chat][-1]["answer"] += answer_text - else: - # Handle the case where answer_text is None, perhaps log it or assign a default value - # For example, assigning an empty string if answer_text is None - answer_text = "" - self._chats[self.current_chat][-1]["answer"] += answer_text - self._chats = self._chats - yield + # 当前会话正在处理 + self.current_session_processing = True + yield - # Toggle the processing flag. - self.processing = False + agent = retrieve_agent(self) + async for chunk in agent.output_message_streamed(user_prompt=input_message): + if not chunk: + continue + current_session.turns[-1].output_message += chunk + yield + + # 当前会话处理完成 + self.current_session_processing = False diff --git a/产品需求文档AI生成/reflex.lock/bun.lock b/产品需求文档AI生成/reflex.lock/bun.lock index 76fb212..4575892 100644 --- a/产品需求文档AI生成/reflex.lock/bun.lock +++ b/产品需求文档AI生成/reflex.lock/bun.lock @@ -5,20 +5,29 @@ "": { "name": "reflex", "dependencies": { + "@radix-ui/react-dialog": "1.1.15", + "@radix-ui/react-form": "0.1.8", "@radix-ui/themes": "3.3.0", "@react-router/node": "7.15.0", "isbot": "5.1.40", "lucide-react": "1.14.0", "react": "19.2.6", - "react-debounce-input": "3.3.0", "react-dom": "19.2.6", "react-error-boundary": "6.1.1", "react-helmet": "6.1.0", + "react-markdown": "10.1.0", "react-router": "7.15.0", "react-router-dom": "7.15.0", + "react-syntax-highlighter": "16.1.1", + "rehype-katex": "7.0.1", + "rehype-raw": "7.0.0", + "rehype-unwrap-images": "1.0.0", + "remark-gfm": "4.0.1", + "remark-math": "6.0.0", "socket.io-client": "4.8.3", "sonner": "2.0.7", "universal-cookie": "7.2.2", + "vaul": "1.1.2", }, "devDependencies": { "@emotion/react": "11.14.0", @@ -417,10 +426,30 @@ "@types/cookie": ["@types/cookie@0.6.0", "https://registry.npmmirror.com/@types/cookie/-/cookie-0.6.0.tgz", {}, "sha512-4Kh9a6B2bQciAhf7FSuMRRkUWecJgJu9nPnx3yzpsfXX/c50REIqpHY4C82bXP90qrLtXtkDxTZosYO3UpOwlA=="], + "@types/debug": ["@types/debug@4.1.13", 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