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blackbird/BotOps/README.md
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qing b79044d631 feat(aibox): add DeepSeek reasoning mode support with tool calling on deepseek-v4-flash
- Add api.reasoning_enabled config (default false) to enable thinking mode
- Uses deepseek-v4-flash native thinking capability (thinking param), supports tool calls while reasoning
- Real-time reasoning content streaming via reasoning_start/reasoning/reasoning_end WS messages
- Frontend shows reasoning in gray italic area, auto-folds long reasoning (>2000 chars)
- Dynamic reasoning detection: shows reasoning even if model returns it without explicit config
- Increase default API timeout to 120s for longer reasoning responses
- Remove duplicate _add_assistant_message_with_reasoning method
- Update docs: config example, message types table, v2.5 changelog
2026-08-01 04:33:55 +08:00

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# BotOps — aibox 智能体 TUI 前端
复刻并增强 [aibox/client.py](../aibox/client.py),基于 [Textual](https://textual.textualize.io/) 的现代化终端 UI,连接 aibox 微服务(WebSocket,默认 `ws://localhost:8765`)。
## 相比 client.py 的增强
| 能力 | client.py | BotOps |
|------|-----------|--------|
| AI 回复渲染 | 纯文本流式 / 一次性静态渲染 | **Markdown 增量流式渲染**(无闪烁) |
| 终端管理 | 手搓光标/提示符 | Textual 部件框架(多面板布局) |
| 任务事件 | 混在对话流里 | **独立侧栏**(task_process / task_status / task_error) |
| 自动重连 | ✅(已移植) | ✅ 指数退避 2s→30s,`/disconnect` 抑制 |
| 快捷键 | Ctrl+C 中断 | Ctrl+C 中断 / Ctrl+Q 退出 / Ctrl+L 清屏 |
## 安装与运行
```bash
cd BotOps
# 一键初始化(创建 venv + 安装依赖)
bash _set.sh
# 启动
bash _run.sh # 默认 ws://localhost:8765
bash _run.sh ws://your-host:8765 # 指定 aibox 地址
```
### Nuitka 编译为独立二进制
```bash
bash _inst.sh # 产出 ./botops.bin(单文件,无需 Python 环境)
./botops.bin [ws://host:port]
```
## 命令
- 本地命令(不发给服务器):`/connect` `/disconnect` `/interrupt` `/clear` `/status` `/help` `/quit`
- 其余 `/` 命令透传给 aibox 服务器(与 client.py 行为一致)
## 结构
```
BotOps/
├── app.py # Textual App:布局 + 消息路由 + 快捷键
├── ws_client.py # WebSocket 协议层(自动重连)
├── commands.py # 斜杠命令注册表
├── _run.sh # 启动脚本
├── _set.sh # 初始化脚本(venv + 依赖安装)
├── _inst.sh # Nuitka 编译脚本(产出 botops.bin)
├── requirements.txt # Python 依赖
└── widgets/
├── __init__.py
├── chat_view.py # 聊天区:AI 回复 Markdown 增量流式渲染
└── status_bar.py # 底部状态栏(连接状态)
```
## 协议说明
与 aibox 服务端协议完全兼容(详见 aibox/client.py 注释):
- 发送:`{"type":"message","content":...}` / `{"type":"command","command":"/..."}` / `{"type":"interrupt",...}`
- 接收:
- `chunk`(**增量片段**):服务端 `chunk_buffer` 发送后即清零,前端直接 `append_ai` 拼接,为内容权威来源
- `reasoning_start`(**思考开始**):创建灰色斜体思考区域,实时展示 AI 思考过程
- `reasoning`(**思考流**):思考内容增量片段,追加到思考区域(超长自动折叠显示最后 2000 字符)
- `reasoning_end`(**思考结束**):思考结束,切换到正式回答
- `complete`(**收尾信号**):chunk 流式已完整渲染,complete 仅用于收尾;仅在完全丢帧(未收到任何 chunk)时用 full_text 补建消息,**不再做全文替换对齐**(避免服务端递归调用工具后 complete 只含最后一轮内容导致重复渲染)
- `line`(过程行):🔧 工具调用提示、工具输出,路由到任务侧栏;助手前缀/思考提示在聊天区已由对应区域承载,不重复展示
- `dialogue_ended` / `dialogue_reset` / `task_added` / `task_process` / `task_status` / `task_error` / `interrupt_ack` / `error` / `info` / `command_result` / `connection_ack` / `notification` / `pong`