流式调用 90%

updates:
- [github.com/PyCQA/isort: 6.0.0 → 6.0.1](https://github.com/PyCQA/isort/compare/6.0.0...6.0.1)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

.github/workflows/docs-build.yml

@@ -1,26 +1,21 @@
-# 构建 VitePress 站点并将其部署到 GitHub Pages 的示例工作流程
+name: Deploy VitePress site to Liteyuki PaaS
-#
-name: Deploy VitePress site to Pages
 
 on:
-  # 在针对 `main` 分支的推送上运行。如果你
-  # 使用 `master` 分支作为默认分支，请将其更改为 `master`
   push:
     branches: [main]
-
-  # 允许你从 Actions 选项卡手动运行此工作流程
   workflow_dispatch:
 
-# 设置 GITHUB_TOKEN 的权限，以允许部署到 GitHub Pages
 permissions:
   contents: write
+  statuses: write
 
-# 只允许同时进行一次部署，跳过正在运行和最新队列之间的运行队列
-# 但是，不要取消正在进行的运行，因为我们希望允许这些生产部署完成
 concurrency:
   group: pages
   cancel-in-progress: false
 
+env:
+  MELI_SITE: f31e3b17-c4ea-4d9d-bdce-9417d67fd30e
+
 jobs:
   # 构建工作
   build:
@@ -30,8 +25,6 @@ jobs:
         uses: actions/checkout@v4
         with:
           fetch-depth: 0 # 如果未启用 lastUpdated，则不需要
-      # - uses: pnpm/action-setup@v3 # 如果使用 pnpm，请取消注释
-      # - uses: oven-sh/setup-bun@v1 # 如果使用 Bun，请取消注释
       - name: Setup Python
         uses: actions/setup-python@v2
         with:
@@ -59,9 +52,14 @@ jobs:
         run: |-
           pnpm run docs:build
 
-      - name: 部署文档
+
-        uses: JamesIves/github-pages-deploy-action@v4
+      - name: "发布"
-        with:
+        run: |
-          # 这是文档部署到的分支名称
+          npx -p "@getmeli/cli" meli upload docs/.vitepress/dist \
-          branch: docs
+            --url "https://meli.liteyuki.icu" \
-          folder: docs/.vitepress/dist
+            --site "$MELI_SITE" \
+            --token "$MELI_TOKEN" \
+            --release "$GITHUB_SHA"
+        env:
+          MELI_TOKEN: ${{ secrets.MELI_TOKEN }}
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.pre-commit-config.yaml

@@ -15,7 +15,7 @@ repos:
         args: [--config=./pyproject.toml]
 
   - repo: https://github.com/PyCQA/isort
-    rev: 6.0.0
+    rev: 6.0.1
     hooks:
       - id: isort
         args: ["--profile", "black"]

CNAME

@@ -1 +1 @@
-marsho.liteyuki.icu
+marshoai-docs.meli.liteyuki.icu

README.md

@@ -1,6 +1,6 @@
 <!--suppress LongLine -->
 <div align="center">
-  <a href="https://marsho.liteyuki.icu"><img src="https://marsho.liteyuki.icu/marsho-full.svg" width="800" height="430" alt="MarshoLogo"></a>
+  <a href="https://marshoai-docs.meli.liteyuki.icu"><img src="https://marshoai-docs.meli.liteyuki.icu/marsho-full.svg" width="800" height="430" alt="MarshoLogo"></a>
   <br>
 </div>
 
@@ -48,7 +48,7 @@ _谁不喜欢回复消息快又可爱的猫娘呢？_
 
 ## 😼 使用
 
-请查看[使用文档](https://marsho.liteyuki.icu/start/use)
+请查看[使用文档](https://marshoai-docs.meli.liteyuki.icu/start/use)
 
 ## ❤ 鸣谢&版权说明
 

README_EN.md

@@ -1,6 +1,6 @@
 <!--suppress LongLine -->
 <div align="center">
-  <a href="https://marsho.liteyuki.icu"><img src="https://marsho.liteyuki.icu/marsho-full.svg" width="800" height="430" alt="MarshoLogo"></a>
+  <a href="https://marshoai-docs.meli.liteyuki.icu"><img src="https://marshoai-docs.meli.liteyuki.icu/marsho-full.svg" width="800" height="430" alt="MarshoLogo"></a>
   <br>
 </div>
 
@@ -48,7 +48,7 @@ Plugin internally installed the catgirl character of Marsho, is able to have a c
 - 🐾 Play! I like play with friends!
 
 ## 😼 Usage
-Please read [Documentation](https://marsho.liteyuki.icu/start/install)
+Please read [Documentation](https://marshoai-docs.meli.liteyuki.icu/start/install)
 
 ## ❤ Thanks&Copyright
 This project uses the following code from other projects:  

docs/.vitepress/config/common.ts

@@ -1,81 +1,87 @@
-import { VitePressSidebarOptions } from "vitepress-sidebar/types"
+import { VitePressSidebarOptions } from "vitepress-sidebar/types";
 
 export const gitea = {
-    svg: '<svg t="1725391346807" class="icon" viewBox="0 0 1025 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="5067" width="256" height="256"><path d="M1004.692673 466.396616l-447.094409-447.073929c-25.743103-25.763582-67.501405-25.763582-93.264987 0l-103.873521 103.873521 78.171378 78.171378c12.533635-6.00058 26.562294-9.359266 41.389666-9.359266 53.02219 0 96.00928 42.98709 96.00928 96.00928 0 14.827372-3.358686 28.856031-9.359266 41.389666l127.97824 127.97824c12.533635-6.00058 26.562294-9.359266 41.389666-9.359266 53.02219 0 96.00928 42.98709 96.00928 96.00928s-42.98709 96.00928-96.00928 96.00928-96.00928-42.98709-96.00928-96.00928c0-14.827372 3.358686-28.856031 9.359266-41.389666l-127.97824-127.97824c-3.051489 1.454065-6.184898 2.744293-9.379746 3.870681l0 266.97461c37.273227 13.188988 63.99936 48.721433 63.99936 90.520695 0 53.02219-42.98709 96.00928-96.00928 96.00928s-96.00928-42.98709-96.00928-96.00928c0-41.799262 26.726133-77.331707 63.99936-90.520695l0-266.97461c-37.273227-13.188988-63.99936-48.721433-63.99936-90.520695 0-14.827372 3.358686-28.856031 9.359266-41.389666l-78.171378-78.171378-295.892081 295.871601c-25.743103 25.784062-25.743103 67.542365 0 93.285467l447.114889 447.073929c25.743103 25.743103 67.480925 25.743103 93.264987 0l445.00547-445.00547c25.763582-25.763582 25.763582-67.542365 0-93.285467z" fill="#a2d8f4" p-id="5068"></path></svg>'
+  svg: '<svg t="1725391346807" class="icon" viewBox="0 0 1025 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="5067" width="256" height="256"><path d="M1004.692673 466.396616l-447.094409-447.073929c-25.743103-25.763582-67.501405-25.763582-93.264987 0l-103.873521 103.873521 78.171378 78.171378c12.533635-6.00058 26.562294-9.359266 41.389666-9.359266 53.02219 0 96.00928 42.98709 96.00928 96.00928 0 14.827372-3.358686 28.856031-9.359266 41.389666l127.97824 127.97824c12.533635-6.00058 26.562294-9.359266 41.389666-9.359266 53.02219 0 96.00928 42.98709 96.00928 96.00928s-42.98709 96.00928-96.00928 96.00928-96.00928-42.98709-96.00928-96.00928c0-14.827372 3.358686-28.856031 9.359266-41.389666l-127.97824-127.97824c-3.051489 1.454065-6.184898 2.744293-9.379746 3.870681l0 266.97461c37.273227 13.188988 63.99936 48.721433 63.99936 90.520695 0 53.02219-42.98709 96.00928-96.00928 96.00928s-96.00928-42.98709-96.00928-96.00928c0-41.799262 26.726133-77.331707 63.99936-90.520695l0-266.97461c-37.273227-13.188988-63.99936-48.721433-63.99936-90.520695 0-14.827372 3.358686-28.856031 9.359266-41.389666l-78.171378-78.171378-295.892081 295.871601c-25.743103 25.784062-25.743103 67.542365 0 93.285467l447.114889 447.073929c25.743103 25.743103 67.480925 25.743103 93.264987 0l445.00547-445.00547c25.763582-25.763582 25.763582-67.542365 0-93.285467z" fill="#a2d8f4" p-id="5068"></path></svg>',
-}
+};
 
-export const defaultLang = 'zh'
+export const defaultLang = "zh";
 
 const commonSidebarOptions: VitePressSidebarOptions = {
-    collapsed: true,
+  collapsed: true,
-    convertSameNameSubFileToGroupIndexPage: true,
+  convertSameNameSubFileToGroupIndexPage: true,
-    useTitleFromFrontmatter: true,
+  useTitleFromFrontmatter: true,
-    useFolderTitleFromIndexFile: false,
+  useFolderTitleFromIndexFile: false,
-    useFolderLinkFromIndexFile: true,
+  useFolderLinkFromIndexFile: true,
-    useTitleFromFileHeading: true,
+  useTitleFromFileHeading: true,
-    rootGroupText: 'MARSHOAI',
+  rootGroupText: "MARSHOAI",
-    includeFolderIndexFile: true,
+  includeFolderIndexFile: true,
-    sortMenusByFrontmatterOrder: true,
+  sortMenusByFrontmatterOrder: true,
-}
+};
 
 export function generateSidebarConfig(): VitePressSidebarOptions[] {
-    let sections = ["dev", "start"]
+  let sections = ["dev", "start"];
-    let languages = ['zh', 'en']
+  let languages = ["zh", "en"];
-    let ret: VitePressSidebarOptions[] = []
+  let ret: VitePressSidebarOptions[] = [];
-    for (let language of languages) {
+  for (let language of languages) {
-        for (let section of sections) {
+    for (let section of sections) {
-            if (language === defaultLang) {
+      if (language === defaultLang) {
-                ret.push({
+        ret.push({
-                    basePath: `/${section}/`,
+          basePath: `/${section}/`,
-                    scanStartPath: `docs/${language}/${section}`,
+          scanStartPath: `docs/${language}/${section}`,
-                    resolvePath: `/${section}/`,
+          resolvePath: `/${section}/`,
-                    ...commonSidebarOptions
+          ...commonSidebarOptions,
-                })
+        });
-            } else {
+      } else {
-                ret.push({
+        ret.push({
-                    basePath: `/${language}/${section}/`,
+          basePath: `/${language}/${section}/`,
-                    scanStartPath: `docs/${language}/${section}`,
+          scanStartPath: `docs/${language}/${section}`,
-                    resolvePath: `/${language}/${section}/`,
+          resolvePath: `/${language}/${section}/`,
-                    ...commonSidebarOptions
+          ...commonSidebarOptions,
-                })
+        });
-            }
+      }
-        }
     }
-    return ret
+  }
+  return ret;
 }
 
 export const ThemeConfig = {
-    getEditLink: (editPageText: string): { pattern: (params: { filePath: string; }) => string; text: string; } => {
+  getEditLink: (
-        return {
+    editPageText: string
-            pattern: ({filePath}: { filePath: string; }): string => {
+  ): { pattern: (params: { filePath: string }) => string; text: string } => {
-                if (!filePath) {
+    return {
-                    throw new Error("filePath is undefined");
+      pattern: ({ filePath }: { filePath: string }): string => {
-                }
+        if (!filePath) {
-                const regex = /^(dev\/api|[^\/]+\/dev\/api)/;
+          throw new Error("filePath is undefined");
-                if (regex.test(filePath)) {
+        }
-                    filePath = filePath.replace(regex, '')
+        const regex = /^(dev\/api|[^\/]+\/dev\/api)/;
-                        .replace('index.md', '__init__.py')
+        if (regex.test(filePath)) {
-                        .replace('.md', '.py');
+          filePath = filePath
-                    const fileName = filePath.split('/').pop();
+            .replace(regex, "")
-                    const parentFolder = filePath.split('/').slice(-2, -1)[0];
+            .replace("index.md", "__init__.py")
-                    if (fileName && parentFolder && fileName.split('.')[0] === parentFolder) {
+            .replace(".md", ".py");
-                        filePath = filePath.split('/').slice(0, -1).join('/') + '/__init__.py';
+          const fileName = filePath.split("/").pop();
-                    }
+          const parentFolder = filePath.split("/").slice(-2, -1)[0];
-                    return `https://github.com/LiteyukiStudio/nonebot-plugin-marshoai/tree/main/nonebot_plugin_marshoai/${filePath}`;
+          if (
-                } else {
+            fileName &&
-                    return `https://github.com/LiteyukiStudio/nonebot-plugin-marshoai/tree/main/docs/${filePath}`;
+            parentFolder &&
-                }
+            fileName.split(".")[0] === parentFolder
-            },
+          ) {
-            text: editPageText
+            filePath =
-        };
+              filePath.split("/").slice(0, -1).join("/") + "/__init__.py";
-    },
+          }
+          return `https://github.com/LiteyukiStudio/nonebot-plugin-marshoai/tree/main/nonebot_plugin_marshoai/${filePath}`;
+        } else {
+          return `https://github.com/LiteyukiStudio/nonebot-plugin-marshoai/tree/main/docs/${filePath}`;
+        }
+      },
+      text: editPageText,
+    };
+  },
 
-    getOutLine: (label: string): { label: string; level: [number, number]; } => {
+  getOutLine: (label: string): { label: string; level: [number, number] } => {
-        return {
+    return {
-            label: label,
+      label: label,
-            level: [2, 6]
+      level: [2, 6],
-        };
+    };
-    },
+  },
-
+};
-    copyright: 'Copyright (C) 2020-2024 LiteyukiStudio. All Rights Reserved'
-}

docs/.vitepress/config/en.ts

@@ -23,7 +23,7 @@ export const en = defineConfig({
         lightModeSwitchTitle: 'Light',
         darkModeSwitchTitle: 'Dark',
         footer: {
-            message: "The document is being improved. Suggestions are welcome.",
+            message: "The document is being improved. Suggestions are welcome.<br>Webpage is deployed at <a href='https://meli.liteyuki.icu' target='_blank'>Liteyuki Meli</a> and accelerated by <a href='https://cdn.liteyuki.icu' target='_blank'>Liteyukiflare</a>.",
             copyright: '© 2024 <a href="https://liteyuki.icu" target="_blank">Liteyuki Studio</a>',
         }
     },

docs/.vitepress/config/ja.ts

@@ -23,7 +23,7 @@ export const ja = defineConfig({
         lightModeSwitchTitle: 'ライト',
         darkModeSwitchTitle: 'ダーク',
         footer: {
-            message: "ドキュメントは改善中です。ご意見をお待ちしております。",
+            message: "ドキュメントは改善中です。ご意見をお待ちしております。<br>ウェブサイトは <a href='https://meli.liteyuki.icu' target='_blank'>Liteyuki Meli</a> によってデプロイされ、<a href='https://cdn.liteyuki.icu' target='_blank'>Liteyukiflare</a> によって加速されています。",
             copyright: '© 2024 <a href="https://liteyuki.icu" target="_blank">Liteyuki Studio</a>',
         }
     },

docs/.vitepress/config/zh.ts

@@ -23,7 +23,7 @@ export const zh = defineConfig({
         lightModeSwitchTitle: '轻色模式',
         darkModeSwitchTitle: '深色模式',
         footer: {
-            message: "文档完善中，欢迎提出建议或帮助我们完善。",
+            message: "文档完善中，欢迎提出建议或帮助我们完善。<br>网站部署在 <a href='https://meli.liteyuki.icu' target='_blank'>Liteyuki Meli</a> 由 <a href='https://cdn.liteyuki.icu' target='_blank'>Liteyukiflare</a> 提供加速服务。",
             copyright: '© 2024 <a href="https://liteyuki.icu" target="_blank">Liteyuki Studio</a>',
         }
     },

docs/en/start/install.md

@@ -65,7 +65,7 @@ When nonebot linked to OneBot v11 adapter, can recieve double click and response
 MarshoTools is a feature added in `v0.5.0`, support loading external function library to provide Function Call for Marsho. 
 
 ## 🧩 Marsho Plugin
-Marsho Plugin is a feature added in `v1.0.0`, replacing the old MarshoTools feature. [Documentation](https://marsho.liteyuki.icu/dev/extension)
+Marsho Plugin is a feature added in `v1.0.0`, replacing the old MarshoTools feature. [Documentation](https://marshoai-docs.meli.liteyuki.icu/dev/extension)
 
 ## 👍 Praise list
 
@@ -148,3 +148,4 @@ Add options in the `.env` file from the diagram below in nonebot2 project.
 | MARSHOAI_SINGLE_LATEX_PARSE       | `bool` | `false`| Render single-line equation or not    |
 | MARSHOAI_FIX_TOOLCALLS           | `bool`  | `true` | Fix tool calls or not |
 | MARSHOAI_SEND_THINKING           | `bool`  | `true` | Send thinking chain or not |
+| MARSHOAI_STREAM                  | `bool`  | `false`| 是否通过流式方式请求 API **开启此项后暂无法使用函数调用，无法在 Bot 用户侧聊天界面呈现出流式效果** |

docs/zh/start/install.md

@@ -68,7 +68,7 @@ GitHub Models API 的限制较多，不建议使用，建议通过修改`MARSHOA
 
 ## 🧩 小棉插件
 
-小棉插件是`v1.0.0`的新增功能，替代旧的小棉工具功能。[使用文档](https://marsho.liteyuki.icu/dev/extension)
+小棉插件是`v1.0.0`的新增功能，替代旧的小棉工具功能。[使用文档](https://marshoai-docs.meli.liteyuki.icu/dev/extension)
 
 ## 👍 夸赞名单
 
@@ -149,6 +149,8 @@ GitHub Models API 的限制较多，不建议使用，建议通过修改`MARSHOA
 | MARSHOAI_SINGLE_LATEX_PARSE    | `bool` | `false` |   单行公式是否渲染（当消息富文本解析启用时可用）（如果单行也渲……只能说不好看）           |
 | MARSHOAI_FIX_TOOLCALLS           | `bool`  | `true` | 是否修复工具调用（部分模型须关闭，使用 vLLM 部署的模型时须关闭） |
 | MARSHOAI_SEND_THINKING           | `bool`  | `true` | 是否发送思维链（部分模型不支持） |
+| MARSHOAI_STREAM                  | `bool`  | `false`| 是否通过流式方式请求 API **开启此项后暂无法使用函数调用，无法在 Bot 用户侧聊天界面呈现出流式效果** |
+
 
 #### 开发及调试选项
 

nonebot_plugin_marshoai/config.py

@@ -32,6 +32,7 @@ class ConfigModel(BaseModel):
     marshoai_enable_sysasuser_prompt: bool = False
     marshoai_additional_prompt: str = ""
     marshoai_poke_suffix: str = "揉了揉你的猫耳"
+    marshoai_stream: bool = False
     marshoai_enable_richtext_parse: bool = True
     """
     是否启用自动消息富文本解析 即若包含图片链接则发送图片、若包含LaTeX公式则发送公式图。

nonebot_plugin_marshoai/constants.py

@@ -37,7 +37,7 @@ OPENAI_NEW_MODELS: list = [
 INTRODUCTION: str = f"""MarshoAI-NoneBot by LiteyukiStudio
 你好喵~我是一只可爱的猫娘AI，名叫小棉~🐾！
 我的主页在这里哦~↓↓↓
-https://marsho.liteyuki.icu
+https://marshoai-docs.meli.liteyuki.icu
 
 ※ 使用 「{config.marshoai_default_name}.status」命令获取状态信息。
 ※ 使用「{config.marshoai_default_name}.help」命令获取使用说明。"""

nonebot_plugin_marshoai/handler.py

@@ -18,8 +18,9 @@ from nonebot.matcher import (
     current_matcher,
 )
 from nonebot_plugin_alconna.uniseg import UniMessage, UniMsg
-from openai import AsyncOpenAI
+from openai import AsyncOpenAI, AsyncStream
-from openai.types.chat import ChatCompletion, ChatCompletionMessage
+from openai.types.chat import ChatCompletion, ChatCompletionChunk, ChatCompletionMessage
+from openai.types.chat.chat_completion import Choice
 
 from .config import config
 from .constants import SUPPORT_IMAGE_MODELS
@@ -94,9 +95,10 @@ class MarshoHandler:
         self,
         user_message: Union[str, list],
         model_name: str,
-        tools_list: list,
+        tools_list: list | None,
         tool_message: Optional[list] = None,
-    ) -> ChatCompletion:
+        stream: bool = False,
+    ) -> Union[ChatCompletion, AsyncStream[ChatCompletionChunk]]:
         """
         处理单条聊天
         """
@@ -109,12 +111,13 @@ class MarshoHandler:
             msg=context_msg + [UserMessage(content=user_message).as_dict()] + (tool_message if tool_message else []),  # type: ignore
             model_name=model_name,
             tools=tools_list if tools_list else None,
+            stream=stream,
         )
         return response
 
     async def handle_function_call(
         self,
-        completion: ChatCompletion,
+        completion: Union[ChatCompletion, AsyncStream[ChatCompletionChunk]],
         user_message: Union[str, list],
         model_name: str,
         tools_list: list,
@@ -122,7 +125,10 @@ class MarshoHandler:
         # function call
         # 需要获取额外信息，调用函数工具
         tool_msg = []
-        choice = completion.choices[0]
+        if isinstance(completion, ChatCompletion):
+            choice = completion.choices[0]
+        else:
+            raise ValueError("Unexpected completion type")
         # await UniMessage(str(response)).send()
         tool_calls = choice.message.tool_calls
         # try:
@@ -133,7 +139,7 @@ class MarshoHandler:
         # except:
         #     pass
         tool_msg.append(choice.message)
-        for tool_call in tool_calls:
+        for tool_call in tool_calls:  # type: ignore
             try:
                 function_args = json.loads(tool_call.function.arguments)
             except json.JSONDecodeError:
@@ -160,6 +166,7 @@ class MarshoHandler:
                         bot=self.bot,
                         event=self.event,
                         matcher=self.matcher,
+                        state=None,
                     )
                 ).call(**function_args)
             else:
@@ -184,20 +191,29 @@ class MarshoHandler:
         tools_list: list,
         stream: bool = False,
         tool_message: Optional[list] = None,
-    ) -> Union[Tuple[UserMessage, ChatCompletionMessage], None]:
+    ) -> Optional[Tuple[UserMessage, ChatCompletionMessage]]:
         """
         处理一般聊天
         """
         global target_list
         if stream:
-            raise NotImplementedError
+            response = await self.handle_stream_request(
-        response = await self.handle_single_chat(
+                user_message=user_message,
-            user_message=user_message,
+                model_name=model_name,
-            model_name=model_name,
+                tools_list=tools_list,
-            tools_list=tools_list,
+                tools_message=tool_message,
-            tool_message=tool_message,
+            )
-        )
+        else:
-        choice = response.choices[0]
+            response = await self.handle_single_chat(  # type: ignore
+                user_message=user_message,
+                model_name=model_name,
+                tools_list=tools_list,
+                tool_message=tool_message,
+            )
+        if isinstance(response, ChatCompletion):
+            choice = response.choices[0]
+        else:
+            raise ValueError("Unexpected response type")
         # Sprint(choice)
         # 当tool_calls非空时，将finish_reason设置为TOOL_CALLS
         if choice.message.tool_calls is not None and config.marshoai_fix_toolcalls:
@@ -239,3 +255,74 @@ class MarshoHandler:
         else:
             await UniMessage(f"意外的完成原因:{choice.finish_reason}").send()
             return None
+
+    async def handle_stream_request(
+        self,
+        user_message: Union[str, list],
+        model_name: str,
+        tools_list: list,
+        tools_message: Optional[list] = None,
+    ) -> Union[ChatCompletion, None]:
+        """
+        处理流式请求
+        """
+        response = await self.handle_single_chat(
+            user_message=user_message,
+            model_name=model_name,
+            tools_list=None,  # TODO:让流式调用支持工具调用
+            tool_message=tools_message,
+            stream=True,
+        )
+
+        if isinstance(response, AsyncStream):
+            reasoning_contents = ""
+            answer_contents = ""
+            last_chunk = None
+            is_first_token_appeared = False
+            is_answering = False
+            async for chunk in response:
+                last_chunk = chunk
+                # print(chunk)
+                if not is_first_token_appeared:
+                    logger.debug(f"{chunk.id}: 第一个 token 已出现")
+                    is_first_token_appeared = True
+                if not chunk.choices:
+                    logger.info("Usage:", chunk.usage)
+                else:
+                    delta = chunk.choices[0].delta
+                    if (
+                        hasattr(delta, "reasoning_content")
+                        and delta.reasoning_content is not None
+                    ):
+                        reasoning_contents += delta.reasoning_content
+                    else:
+                        if not is_answering:
+                            logger.debug(
+                                f"{chunk.id}: 思维链已输出完毕或无 reasoning_content 字段输出"
+                            )
+                            is_answering = True
+                        if delta.content is not None:
+                            answer_contents += delta.content
+            # print(last_chunk)
+            # 创建新的 ChatCompletion 对象
+            if last_chunk and last_chunk.choices:
+                message = ChatCompletionMessage(
+                    content=answer_contents,
+                    role="assistant",
+                    tool_calls=last_chunk.choices[0].delta.tool_calls,  # type: ignore
+                )
+                choice = Choice(
+                    finish_reason=last_chunk.choices[0].finish_reason,  # type: ignore
+                    index=last_chunk.choices[0].index,
+                    message=message,
+                )
+                return ChatCompletion(
+                    id=last_chunk.id,
+                    choices=[choice],
+                    created=last_chunk.created,
+                    model=last_chunk.model,
+                    system_fingerprint=last_chunk.system_fingerprint,
+                    object="chat.completion",
+                    usage=last_chunk.usage,
+                )
+        return None

nonebot_plugin_marshoai/marsho.py

@@ -32,20 +32,20 @@ async def at_enable():
 
 
 changemodel_cmd = on_command(
-    "changemodel", permission=SUPERUSER, priority=10, block=True
+    "changemodel", permission=SUPERUSER, priority=96, block=True
 )
 # setprompt_cmd = on_command("prompt",permission=SUPERUSER)
-praises_cmd = on_command("praises", permission=SUPERUSER, priority=10, block=True)
+praises_cmd = on_command("praises", permission=SUPERUSER, priority=96, block=True)
-add_usermsg_cmd = on_command("usermsg", permission=SUPERUSER, priority=10, block=True)
+add_usermsg_cmd = on_command("usermsg", permission=SUPERUSER, priority=96, block=True)
 add_assistantmsg_cmd = on_command(
-    "assistantmsg", permission=SUPERUSER, priority=10, block=True
+    "assistantmsg", permission=SUPERUSER, priority=96, block=True
 )
-contexts_cmd = on_command("contexts", permission=SUPERUSER, priority=10, block=True)
+contexts_cmd = on_command("contexts", permission=SUPERUSER, priority=96, block=True)
 save_context_cmd = on_command(
-    "savecontext", permission=SUPERUSER, priority=10, block=True
+    "savecontext", permission=SUPERUSER, priority=96, block=True
 )
 load_context_cmd = on_command(
-    "loadcontext", permission=SUPERUSER, priority=10, block=True
+    "loadcontext", permission=SUPERUSER, priority=96, block=True
 )
 marsho_cmd = on_alconna(
     Alconna(
@@ -53,42 +53,42 @@ marsho_cmd = on_alconna(
         Args["text?", AllParam],
     ),
     aliases=tuple(config.marshoai_aliases),
-    priority=10,
+    priority=96,
     block=True,
 )
 resetmem_cmd = on_alconna(
     Alconna(
         config.marshoai_default_name + ".reset",
     ),
-    priority=10,
+    priority=96,
     block=True,
 )
 marsho_help_cmd = on_alconna(
     Alconna(
         config.marshoai_default_name + ".help",
     ),
-    priority=10,
+    priority=96,
     block=True,
 )
 marsho_status_cmd = on_alconna(
     Alconna(
         config.marshoai_default_name + ".status",
     ),
-    priority=10,
+    priority=96,
     block=True,
 )
 
-marsho_at = on_message(rule=to_me() & at_enable, priority=11)
+marsho_at = on_message(rule=to_me() & at_enable, priority=97)
 nickname_cmd = on_alconna(
     Alconna(
         "nickname",
         Args["name?", str],
     ),
-    priority=10,
+    priority=96,
     block=True,
 )
 refresh_data_cmd = on_command(
-    "refresh_data", permission=SUPERUSER, priority=10, block=True
+    "refresh_data", permission=SUPERUSER, priority=96, block=True
 )
 
 
@@ -257,14 +257,16 @@ async def marsho(
         )
         logger.info(f"正在获取回答，模型：{model_name}")
         # logger.info(f"上下文：{context_msg}")
-        response = await handler.handle_common_chat(usermsg, model_name, tools_lists)
+        response = await handler.handle_common_chat(
+            usermsg, model_name, tools_lists, config.marshoai_stream
+        )
         # await UniMessage(str(response)).send()
         if response is not None:
             context_user, context_assistant = response
             context.append(context_user.as_dict(), target.id, target.private)
             context.append(context_assistant.to_dict(), target.id, target.private)
         else:
-            await UniMessage("没有回答").send()
+            return
     except Exception as e:
         await UniMessage(str(e) + suggest_solution(str(e))).send()
         traceback.print_exc()
@@ -293,7 +295,7 @@ with contextlib.suppress(ImportError):  # 优化先不做（）
                         ),
                     ],
                 )
-                choice = response.choices[0]
+                choice = response.choices[0]  # type: ignore
                 if choice.finish_reason == CompletionsFinishReason.STOPPED:
                     content = extract_content_and_think(choice.message)[0]
                     await UniMessage(" " + str(content)).send(at_sender=True)

nonebot_plugin_marshoai/metadata.py

@@ -5,7 +5,7 @@ from .constants import USAGE
 
 metadata = PluginMetadata(
     name="Marsho AI 插件",
-    description="接入 Azure API 或其他 API 的 AI 聊天插件，支持图片处理，外部函数调用，兼容包括 DeepSeek-R1 在内的多个模型",
+    description="接入 Azure API 或其他 API 的 AI 聊天插件，支持图片处理，外部函数调用，兼容包括 DeepSeek-R1， QwQ-32B 在内的多个模型",
     usage=USAGE,
     type="application",
     config=ConfigModel,

nonebot_plugin_marshoai/plugin/func_call/caller.py

@@ -72,7 +72,9 @@ class Caller:
 
         # if self.ctx.state is None:
         #     return False, "State is None"
-        if self._rule and not await self._rule(self.ctx.bot, self.ctx.event):
+        if self._rule and not await self._rule(
+            self.ctx.bot, self.ctx.event, self.ctx.state
+        ):
             return False, "告诉用户 Rule Denied 规则不匹配"
 
         return True, ""
@@ -113,9 +115,9 @@ class Caller:
         # 检查函数签名，确定依赖注入参数
         sig = inspect.signature(func)
         for name, param in sig.parameters.items():
-            if param.annotation == T_State:
+            # if param.annotation == T_State:
-                self.di.state = name
+            #     self.di.state = name
-                continue  # 防止后续判断T_State子类时报错
+            #     continue  # 防止后续判断T_State子类时报错
 
             if issubclass(param.annotation, Event) or isinstance(
                 param.annotation, Event

nonebot_plugin_marshoai/plugin/func_call/models.py

@@ -19,7 +19,7 @@ class SessionContext(BaseModel):
     bot: Bot
     event: Event
     matcher: Matcher
-    # state: T_State
+    state: T_State | None
     caller: Any = None
 
     class Config:

nonebot_plugin_marshoai/plugins_test/marshoai_memory/command.py

@@ -16,7 +16,7 @@ marsho_memory_cmd = on_alconna(
         Subcommand("view", alias={"v"}),
         Subcommand("reset", alias={"r"}),
     ),
-    priority=10,
+    priority=96,
     block=True,
 )
 

nonebot_plugin_marshoai/util.py

@@ -3,7 +3,7 @@ import json
 import mimetypes
 import re
 import uuid
-from typing import Any, Dict, List, Optional
+from typing import Any, Dict, List, Optional, Union
 
 import aiofiles  # type: ignore
 import httpx
@@ -15,8 +15,8 @@ from nonebot.log import logger
 from nonebot_plugin_alconna import Image as ImageMsg
 from nonebot_plugin_alconna import Text as TextMsg
 from nonebot_plugin_alconna import UniMessage
-from openai import AsyncOpenAI, NotGiven
+from openai import AsyncOpenAI, AsyncStream, NotGiven
-from openai.types.chat import ChatCompletion, ChatCompletionMessage
+from openai.types.chat import ChatCompletion, ChatCompletionChunk, ChatCompletionMessage
 from zhDateTime import DateTime
 
 from ._types import DeveloperMessage
@@ -109,35 +109,13 @@ async def get_image_b64(url: str, timeout: int = 10) -> Optional[str]:
         return None
 
 
-async def make_chat(
-    client: ChatCompletionsClient,
-    msg: list,
-    model_name: str,
-    tools: Optional[list] = None,
-):
-    """
-    调用ai获取回复
-
-    参数:
-        client: 用于与AI模型进行通信
-        msg: 消息内容
-        model_name: 指定AI模型名
-        tools: 工具列表
-    """
-    return await client.complete(
-        messages=msg,
-        model=model_name,
-        tools=tools,
-        **config.marshoai_model_args,
-    )
-
-
 async def make_chat_openai(
     client: AsyncOpenAI,
     msg: list,
     model_name: str,
     tools: Optional[list] = None,
-) -> ChatCompletion:
+    stream: bool = False,
+) -> Union[ChatCompletion, AsyncStream[ChatCompletionChunk]]:
     """
     使用 Openai SDK 调用ai获取回复
 
@@ -152,6 +130,7 @@ async def make_chat_openai(
         model=model_name,
         tools=tools or NOT_GIVEN,
         timeout=config.marshoai_timeout,
+        stream=stream,
         **config.marshoai_model_args,
     )
 

pyproject.toml

@@ -34,7 +34,7 @@ dependencies = [
 license = { text = "MIT, Mulan PSL v2" }
 
 [project.urls]
-Homepage = "https://marsho.liteyuki.icu/"
+Homepage = "https://marshoai-docs.meli.liteyuki.icu/"
 
 
 [tool.nonebot]