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docs: make English the default docs language and fix link paths
This commit is contained in:
zhayujie
@@ -1,32 +1,32 @@
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---
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title: 更新日志
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description: CowAgent 版本更新历史
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title: Changelog
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description: CowAgent version history
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---
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| 版本 | 日期 | 说明 |
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| Version | Date | Description |
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| --- | --- | --- |
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| [2.0.9](/releases/v2.0.9) | 2026.05.22 | 新增模型管理、MCP 协议支持、浏览器登录态持久化、新模型接入（gpt-5.5、gemini-3.5-flash、qwen3.7-max 等）、部署安全加固 |
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| [2.0.8](/releases/v2.0.8) | 2026.05.06 | 飞书渠道全面升级（语音、流式输出和Markdown、扫码一键接入）、DeepSeek V4和百度模型新增、定时任务工具增强 |
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| [2.0.7](/releases/v2.0.7) | 2026.04.22 | 图像生成技能（六厂商自动路由）、新模型支持（Kimi K2.6、Claude Opus 4.7、GLM 5.1）、知识库增强、Web 控制台优化 |
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| [2.0.6](/releases/v2.0.6) | 2026.04.14 | 项目更名、知识库系统、梦境记忆蒸馏、上下文智能压缩、Web 控制台多会话及多项优化 |
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| [2.0.5](/releases/v2.0.5) | 2026.04.01 | Cow CLI、Skill Hub 开源、浏览器工具、企微扫码创建、多项优化和修复 |
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| [2.0.4](/releases/v2.0.4) | 2026.03.22 | 新增个人微信通道、新模型支持、日文文档、脚本重构及多项修复 |
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| [2.0.3](/releases/v2.0.3) | 2026.03.18 | 新增企微智能机器人和 QQ 通道、支持Coding Plan、新增多个模型、Web端文件处理、记忆系统升级 |
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| [2.0.2](/releases/v2.0.2) | 2026.02.27 | Web 控制台升级、多通道同时运行、会话持久化 |
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| [2.0.1](/releases/v2.0.1) | 2026.02.13 | 内置 Web Search 工具、智能上下文管理、多项修复 |
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| [2.0.0](/releases/v2.0.0) | 2026.02.03 | 全面升级为超级 Agent 助理 |
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| 1.7.6 | 2025.05.23 | Web Channel 优化、AgentMesh 多智能体插件 |
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| 1.7.5 | 2025.04.11 | DeepSeek 模型 |
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| 1.7.4 | 2024.12.13 | Gemini 2.0 模型、Web Channel |
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| 1.7.3 | 2024.10.31 | 稳定性提升、数据库功能 |
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| 1.7.2 | 2024.09.26 | 一键安装脚本、o1 模型 |
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| 1.7.0 | 2024.08.02 | 讯飞 4.0 模型、知识库引用 |
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| 1.6.9 | 2024.07.19 | gpt-4o-mini、阿里语音识别 |
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| 1.6.8 | 2024.07.05 | Claude 3.5、Gemini 1.5 Pro |
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| 1.6.0 | 2024.04.26 | Kimi 接入、gpt-4-turbo 升级 |
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| 1.5.8 | 2024.03.26 | GLM-4、Claude-3、edge-tts |
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| 1.5.2 | 2023.11.10 | 飞书通道、图像识别对话 |
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| 1.5.0 | 2023.11.10 | gpt-4-turbo、dall-e-3、tts 多模态 |
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| 1.0.0 | 2022.12.12 | 项目创建，首次接入 ChatGPT 模型 |
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| [2.0.9](/releases/v2.0.9) | 2026.05.22 | Model management console, MCP protocol support, browser persistent login, new models (gpt-5.5, gemini-3.5-flash, qwen3.7-max, etc.), deployment hardening |
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| [2.0.8](/releases/v2.0.8) | 2026.05.06 | Major Feishu channel upgrade (voice, streaming and Markdown, one-click QR-scan setup), DeepSeek V4 and Baidu models, scheduler tool enhancements |
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| [2.0.7](/releases/v2.0.7) | 2026.04.22 | Image Generation Skill (6-provider auto-routing), new models (Kimi K2.6, Claude Opus 4.7, GLM 5.1), knowledge base and Web Console improvements |
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| [2.0.6](/releases/v2.0.6) | 2026.04.14 | Project rename, Knowledge Base system, Deep Dream Memory Distillation, Smart Context Compression, Web Console multi-session and various improvements |
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| [2.0.5](/releases/v2.0.5) | 2026.04.01 | Cow CLI, Skill Hub open source, Browser tool, WeCom Bot QR scan, and more |
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| [2.0.4](/releases/v2.0.4) | 2026.03.22 | Personal WeChat channel, new model support, Japanese docs, script refactoring and bug fixes |
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| [2.0.3](/releases/v2.0.3) | 2026.03.18 | WeCom Smart Bot and QQ channels, Coding Plan support, multiple new models, Web file processing, memory system upgrade |
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| [2.0.2](/releases/v2.0.2) | 2026.02.27 | Web Console upgrade, multi-channel concurrency, session persistence |
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| [2.0.1](/releases/v2.0.1) | 2026.02.13 | Built-in Web Search tool, smart context management, multiple fixes |
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| [2.0.0](/releases/v2.0.0) | 2026.02.03 | Full upgrade to AI super assistant |
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| 1.7.6 | 2025.05.23 | Web Channel optimization, AgentMesh plugin |
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| 1.7.5 | 2025.04.11 | DeepSeek model |
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| 1.7.4 | 2024.12.13 | Gemini 2.0 model, Web Channel |
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| 1.7.3 | 2024.10.31 | Stability improvements, database features |
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| 1.7.2 | 2024.09.26 | One-click install script, o1 model |
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| 1.7.0 | 2024.08.02 | iFlytek 4.0 model, knowledge base references |
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| 1.6.9 | 2024.07.19 | gpt-4o-mini, Alibaba voice recognition |
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| 1.6.8 | 2024.07.05 | Claude 3.5, Gemini 1.5 Pro |
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| 1.6.0 | 2024.04.26 | Kimi integration, gpt-4-turbo upgrade |
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| 1.5.8 | 2024.03.26 | GLM-4, Claude-3, edge-tts |
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| 1.5.2 | 2023.11.10 | Feishu channel, image recognition chat |
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| 1.5.0 | 2023.11.10 | gpt-4-turbo, dall-e-3, tts multimodal |
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| 1.0.0 | 2022.12.12 | Project created, first ChatGPT integration |
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更多历史版本请查看 [GitHub Releases](https://github.com/zhayujie/CowAgent/releases)。
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See [GitHub Releases](https://github.com/zhayujie/CowAgent/releases) for full history.
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@@ -1,105 +1,63 @@
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---
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title: v2.0.0
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description: CowAgent 2.0 - 从聊天机器人到超级智能助理的全面升级
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description: CowAgent 2.0 - Full upgrade from chatbot to AI super assistant
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---
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CowAgent 2.0 实现了从聊天机器人到**超级智能助理**的全面升级！现在它能够主动思考和规划任务、拥有长期记忆、操作计算机和外部资源、创造和执行技能，真正理解你并和你一起成长。
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CowAgent 2.0 is a comprehensive upgrade from a chatbot to an **AI super assistant** — capable of autonomous thinking and task planning, long-term memory, operating computers, and creating and executing skills.
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**发布日期**：2026.02.03 | [GitHub Release](https://github.com/zhayujie/CowAgent/releases/tag/2.0.0)
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**Release Date**: 2026.02.03 | [GitHub Release](https://github.com/zhayujie/CowAgent/releases/tag/2.0.0)
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## 重点更新
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## Key Updates
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### Agent 核心能力
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### Agent Core
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- **复杂任务规划**：能够理解复杂任务并自主规划执行，持续思考和调用工具直到完成目标，支持多轮推理和上下文理解
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- **长期记忆**：自动将对话记忆持久化至本地文件和数据库中，包括全局记忆和天级记忆，支持关键词及向量检索
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- **内置系统工具**：内置实现 10+ 种工具，包括文件操作、Bash 终端、浏览器、文件发送、定时任务、记忆管理等
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- **Skills**：新增 Skill 运行引擎，内置多种技能，并支持通过自然语言对话完成自定义 Skills 开发
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- **安全和成本**：通过秘钥管理工具、提示词控制、系统权限等手段控制 Agent 的访问安全；通过最大记忆轮次、最大上下文 token、工具执行步数对 token 成本进行限制
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- **Complex Task Planning**: Autonomous planning with multi-turn reasoning
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- **Long-term Memory**: Persistent memory with keyword and vector search
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- **Built-in Tools**: 10+ tools including file ops, Bash, browser, scheduler
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- **Web search**: Built-in `web_search` tool, supports multiple search engines, configure corresponding API key to use
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- **Skills System**: Skill engine with built-in and custom skill support
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- **Security & Cost**: Secret management, prompt controls, token limits
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### 其他更新
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### Other
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- **渠道优化**：飞书及钉钉接入渠道支持长连接接入（无需公网 IP）、支持图片/文件消息的接收和发送
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- **模型更新**：新增 claude-sonnet-4-5、gemini-3-pro-preview、glm-4.7、MiniMax-M2.1、qwen3-max 等最新模型
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- **部署优化**：增加一键安装、配置、运行、管理的脚本，简化部署流程
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- **Channels**: Feishu/DingTalk WebSocket support, image/file messages
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- **Models**: claude-sonnet-4-5, gemini-3-pro-preview, glm-4.7, MiniMax-M2.1, qwen3-max
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- **Deployment**: One-click install, configure, run, and management script
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## 长期记忆系统
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Agent 会在用户分享重要信息时主动存储，也会在对话达到一定长度时自动提取摘要。支持语义搜索和向量检索的混合检索模式。
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**首次启动**时，Agent 会主动询问关键信息，并记录至工作空间（默认 `~/cow`）中的智能体设定、用户身份、记忆文件中。
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**长期对话**中，Agent 会智能记录或检索记忆，不断更新自身设定、用户偏好，总结经验和教训，真正实现自主思考和持续成长。
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## Long-term Memory
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<Frame>
|
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<img src="https://cdn.link-ai.tech/doc/20260203000455.png" width="800" />
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</Frame>
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## 任务规划与工具调用
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Agent 根据任务需求智能选择和调用工具，完成各类复杂操作。
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### 终端和文件访问
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最基础和核心的工具能力，用户可通过手机端与 Agent 交互，操作个人电脑或服务器上的资源：
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## Task Planning & Tools
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<Frame>
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<img src="https://cdn.link-ai.tech/doc/20260202181130.png" width="800" />
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</Frame>
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### 应用编程能力
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基于编程能力和系统访问能力，Agent 可实现从信息搜索、素材生成、编码、测试、部署、Nginx 配置、发布的 **Vibecoding 全流程**，通过手机端一句命令完成应用快速 demo。
|
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<Frame>
|
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<img src="https://cdn.link-ai.tech/doc/20260203121008.png" width="800" />
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</Frame>
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### 定时任务
|
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支持 **一次性任务、固定时间间隔、Cron 表达式** 三种形式，任务触发可选择 **固定消息发送** 或 **Agent 动态任务执行** 两种模式：
|
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<Frame>
|
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<img src="https://cdn.link-ai.tech/doc/20260202195402.png" width="800" />
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</Frame>
|
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|
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### 环境变量管理
|
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通过 `env_config` 工具管理技能所需秘钥，支持对话式更新，内置安全保护和脱敏策略：
|
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<Frame>
|
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<img src="https://cdn.link-ai.tech/doc/20260202234939.png" width="800" />
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</Frame>
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## 技能系统
|
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每个 Skill 由说明文件、运行脚本（可选）、资源（可选）组成，为 Agent 提供无限扩展性。
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### 技能创造器
|
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通过对话方式快速创建技能，将工作流程固化或对接任意第三方接口：
|
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## Skills System
|
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<Frame>
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<img src="https://cdn.link-ai.tech/doc/20260202202247.png" width="800" />
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</Frame>
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|
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### 网页搜索和图像识别
|
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- **网页搜索**：内置 `web_search` 工具，支持多种搜索引擎，配置对应 API Key 即可使用
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- **图像识别**：支持 `gpt-4.1-mini`、`gpt-4.1` 等模型，配置 `OPENAI_API_KEY` 即可使用
|
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<Frame>
|
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<img src="https://cdn.link-ai.tech/doc/20260202213219.png" width="800" />
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</Frame>
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### 三方知识库和插件
|
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`linkai-agent` 技能可将 [LinkAI](https://link-ai.tech/) 上的所有智能体作为 Skill 使用，实现多智能体决策：
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<Frame>
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<img src="https://cdn.link-ai.tech/doc/20260202234350.png" width="750" />
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</Frame>
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## 参与共建
|
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## Contributing
|
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|
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2.0 版本后，项目将持续升级 Agent 能力、拓展接入渠道、内置工具、技能系统，降低模型成本和提升安全性。欢迎 [提出反馈](https://github.com/zhayujie/CowAgent/issues) 和 [贡献代码](https://github.com/zhayujie/CowAgent/pulls)。
|
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Welcome to [submit feedback](https://github.com/zhayujie/CowAgent/issues) and [contribute code](https://github.com/zhayujie/CowAgent/pulls).
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@@ -1,36 +1,36 @@
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---
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title: v2.0.1
|
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description: CowAgent 2.0.1 - 内置 Web Search、智能上下文管理、多项修复
|
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description: CowAgent 2.0.1 - Built-in Web Search, smart context management, multiple fixes
|
||||
---
|
||||
|
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**发布日期**：2026.02 | [GitHub Release](https://github.com/zhayujie/CowAgent/releases/tag/2.0.1) | [Full Changelog](https://github.com/zhayujie/CowAgent/compare/2.0.0..2.0.1)
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**Release Date**: 2026.02.27 | [Full Changelog](https://github.com/zhayujie/CowAgent/compare/2.0.0..2.0.1)
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|
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## 新特性
|
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## New Features
|
||||
|
||||
- **内置 Web Search 工具**：将网络搜索作为 Agent 内置工具集成，降低决策成本 ([4f0ea5d](https://github.com/zhayujie/CowAgent/commit/4f0ea5d7568d61db91ff69c91c429e785fd1b1c2))
|
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- **Claude Opus 4.6 模型支持**：新增对 Claude Opus 4.6 模型的支持 ([#2661](https://github.com/zhayujie/CowAgent/pull/2661))
|
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- **企业微信图片消息识别**：支持企业微信渠道的图片消息识别功能 ([#2667](https://github.com/zhayujie/CowAgent/pull/2667))
|
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- **Built-in Web Search tool**: Integrated web search as a built-in Agent tool, reducing decision cost ([4f0ea5d](https://github.com/zhayujie/CowAgent/commit/4f0ea5d7568d61db91ff69c91c429e785fd1b1c2))
|
||||
- **Claude Opus 4.6 model support**: Added support for Claude Opus 4.6 model ([#2661](https://github.com/zhayujie/CowAgent/pull/2661))
|
||||
- **WeCom image recognition**: Support image message recognition in WeCom channel ([#2667](https://github.com/zhayujie/CowAgent/pull/2667))
|
||||
|
||||
## 优化
|
||||
## Improvements
|
||||
|
||||
- **智能上下文管理**：解决聊天上下文溢出问题，新增智能上下文裁剪策略，防止 token 超限 ([cea7fb7](https://github.com/zhayujie/CowAgent/commit/cea7fb7490c53454602bf05955a0e9f059bcf0fd), [8acf2db](https://github.com/zhayujie/CowAgent/commit/8acf2dbdfe713b84ad74b761b7f86674b1c1904d)) [#2663](https://github.com/zhayujie/CowAgent/issues/2663)
|
||||
- **运行时信息动态更新**：通过动态函数方案实现系统提示词中时间戳等运行时信息的自动更新 ([#2655](https://github.com/zhayujie/CowAgent/pull/2655), [#2657](https://github.com/zhayujie/CowAgent/pull/2657))
|
||||
- **Skill 提示词优化**：改进 Skill 系统提示词生成逻辑，简化工具描述，提升 Agent 表现 ([6c21833](https://github.com/zhayujie/CowAgent/commit/6c218331b1f1208ea8be6bf226936d3b556ade3e))
|
||||
- **智谱 AI 自定义 API Base URL**：支持智谱 AI 配置自定义 API Base URL ([#2660](https://github.com/zhayujie/CowAgent/pull/2660))
|
||||
- **启动脚本优化**：改进 `run.sh` 脚本的交互体验和配置流程 ([#2656](https://github.com/zhayujie/CowAgent/pull/2656))
|
||||
- **决策轮次日志**：新增 Agent 决策轮次的日志记录，便于调试 ([cb303e6](https://github.com/zhayujie/CowAgent/commit/cb303e6109c50c8dfef1f5e6c1ec47223bf3cd11))
|
||||
- **Smart context management**: Resolved chat context overflow with intelligent context trimming strategy to prevent token limits ([cea7fb7](https://github.com/zhayujie/CowAgent/commit/cea7fb7490c53454602bf05955a0e9f059bcf0fd), [8acf2db](https://github.com/zhayujie/CowAgent/commit/8acf2dbdfe713b84ad74b761b7f86674b1c1904d)) [#2663](https://github.com/zhayujie/CowAgent/issues/2663)
|
||||
- **Runtime info dynamic update**: Automatic update of timestamps and other runtime info in system prompts via dynamic functions ([#2655](https://github.com/zhayujie/CowAgent/pull/2655), [#2657](https://github.com/zhayujie/CowAgent/pull/2657))
|
||||
- **Skill prompt optimization**: Improved Skill system prompt generation, simplified tool descriptions for better Agent performance ([6c21833](https://github.com/zhayujie/CowAgent/commit/6c218331b1f1208ea8be6bf226936d3b556ade3e))
|
||||
- **GLM custom API Base URL**: Support custom API Base URL for GLM models ([#2660](https://github.com/zhayujie/CowAgent/pull/2660))
|
||||
- **Startup script optimization**: Improved `run.sh` script interaction and configuration flow ([#2656](https://github.com/zhayujie/CowAgent/pull/2656))
|
||||
- **Decision step logging**: Added Agent decision step logging for debugging ([cb303e6](https://github.com/zhayujie/CowAgent/commit/cb303e6109c50c8dfef1f5e6c1ec47223bf3cd11))
|
||||
|
||||
## 问题修复
|
||||
## Bug Fixes
|
||||
|
||||
- **定时任务记忆丢失**：修复 Scheduler 调度器导致的记忆丢失问题 ([a77a874](https://github.com/zhayujie/CowAgent/commit/a77a8741b500a408c6f5c8868856fb4b018fe9db))
|
||||
- **空工具调用与超长结果**：修复空 tool calls 及过长工具返回结果的异常处理 ([0542700](https://github.com/zhayujie/CowAgent/commit/0542700f9091ebb08c1a56103b0f0f45f24aa621))
|
||||
- **OpenAI Function Call**：修复 OpenAI 模型的 function call 调用兼容性问题 ([158c87a](https://github.com/zhayujie/CowAgent/commit/158c87ab8b05bae054cc1b4eacdbb64fc1062ba9))
|
||||
- **Claude 工具名字段**：移除 Claude 模型响应中多余的 tool name 字段 ([eec10cb](https://github.com/zhayujie/CowAgent/commit/eec10cb5db6a3d5bc12ef606606532237d2c5f6e))
|
||||
- **MiniMax 推理优化**：优化 MiniMax 模型 reasoning content 处理，隐藏思考过程输出 ([c72cda3](https://github.com/zhayujie/CowAgent/commit/c72cda33864bd1542012ee6e0a8bd8c6c88cb5ed), [72b1cac](https://github.com/zhayujie/CowAgent/commit/72b1cacea1ba0d1f3dedacbab2e088e98fd7e172))
|
||||
- **智谱 AI 思考过程**：隐藏智谱 AI 模型的思考过程展示 ([72b1cac](https://github.com/zhayujie/CowAgent/commit/72b1cacea1ba0d1f3dedacbab2e088e98fd7e172))
|
||||
- **飞书连接与证书**：修复飞书渠道的 SSL 证书错误和连接异常问题 ([229b14b](https://github.com/zhayujie/CowAgent/commit/229b14b6fcabe7123d53cab1dea39f38dab26d6d), [8674421](https://github.com/zhayujie/CowAgent/commit/867442155e7f095b4f38b0856f8c1d8312b5fcf7))
|
||||
- **model_type 类型校验**：修复非字符串 `model_type` 导致的 `AttributeError` ([#2666](https://github.com/zhayujie/CowAgent/pull/2666))
|
||||
- **Scheduler memory loss**: Fixed memory loss caused by Scheduler dispatcher ([a77a874](https://github.com/zhayujie/CowAgent/commit/a77a8741b500a408c6f5c8868856fb4b018fe9db))
|
||||
- **Empty tool calls & long results**: Fixed handling of empty tool calls and excessively long tool results ([0542700](https://github.com/zhayujie/CowAgent/commit/0542700f9091ebb08c1a56103b0f0f45f24aa621))
|
||||
- **OpenAI Function Call**: Fixed function call compatibility with OpenAI models ([158c87a](https://github.com/zhayujie/CowAgent/commit/158c87ab8b05bae054cc1b4eacdbb64fc1062ba9))
|
||||
- **Claude tool name field**: Removed extraneous tool name field from Claude model responses ([eec10cb](https://github.com/zhayujie/CowAgent/commit/eec10cb5db6a3d5bc12ef606606532237d2c5f6e))
|
||||
- **MiniMax reasoning**: Optimized MiniMax model reasoning content handling, hidden thinking process output ([c72cda3](https://github.com/zhayujie/CowAgent/commit/c72cda33864bd1542012ee6e0a8bd8c6c88cb5ed), [72b1cac](https://github.com/zhayujie/CowAgent/commit/72b1cacea1ba0d1f3dedacbab2e088e98fd7e172))
|
||||
- **GLM thinking process**: Hidden GLM model thinking process display ([72b1cac](https://github.com/zhayujie/CowAgent/commit/72b1cacea1ba0d1f3dedacbab2e088e98fd7e172))
|
||||
- **Feishu connection & SSL**: Fixed Feishu channel SSL certificate errors and connection issues ([229b14b](https://github.com/zhayujie/CowAgent/commit/229b14b6fcabe7123d53cab1dea39f38dab26d6d), [8674421](https://github.com/zhayujie/CowAgent/commit/867442155e7f095b4f38b0856f8c1d8312b5fcf7))
|
||||
- **model_type validation**: Fixed `AttributeError` caused by non-string `model_type` ([#2666](https://github.com/zhayujie/CowAgent/pull/2666))
|
||||
|
||||
## 平台兼容
|
||||
## Platform Compatibility
|
||||
|
||||
- **Windows 兼容性适配**：修复 Windows 平台下路径处理、文件编码及 `os.getuid()` 不可用等问题，涉及多个工具模块 ([051ffd7](https://github.com/zhayujie/CowAgent/commit/051ffd78a372f71a967fd3259e37fe19131f83cf), [5264f7c](https://github.com/zhayujie/CowAgent/commit/5264f7ce18360ee4db5dcb4ebe67307977d40014))
|
||||
- **Windows compatibility**: Fixed path handling, file encoding, and `os.getuid()` unavailability on Windows across multiple tool modules ([051ffd7](https://github.com/zhayujie/CowAgent/commit/051ffd78a372f71a967fd3259e37fe19131f83cf), [5264f7c](https://github.com/zhayujie/CowAgent/commit/5264f7ce18360ee4db5dcb4ebe67307977d40014))
|
||||
|
||||
@@ -1,63 +1,65 @@
|
||||
---
|
||||
title: v2.0.2
|
||||
description: CowAgent 2.0.2 - Web 控制台升级、多通道同时运行、会话持久化
|
||||
description: CowAgent 2.0.2 - Web Console upgrade, multi-channel concurrency, session persistence
|
||||
---
|
||||
|
||||
## ✨ 重点更新
|
||||
**Release Date**: 2026.02.27 | [Full Changelog](https://github.com/zhayujie/CowAgent/compare/2.0.1...master)
|
||||
|
||||
### 🖥️ Web 控制台升级
|
||||
## Highlights
|
||||
|
||||
本次对 Web 控制台进行了全面升级，支持流式对话输出、工具执行过程和思考过程的可视化展示，并支持对模型、技能、记忆、通道、Agent 配置的在线查看和管理。
|
||||
### 🖥️ Web Console Upgrade
|
||||
|
||||
#### 对话界面
|
||||
The Web Console has been fully upgraded with streaming conversation output, visual display of tool execution and reasoning processes, and online management of **models, skills, memory, channels, and Agent configuration**.
|
||||
|
||||
支持流式输出，可实时展示 Agent 的思考过程（Reasoning）和工具调用过程（Tool Calls），更直观地观察 Agent 的决策过程：
|
||||
#### Chat Interface
|
||||
|
||||
Supports streaming output with real-time display of the Agent's reasoning process and tool calls, providing intuitive observation of the Agent's decision-making:
|
||||
|
||||
<img width="850" src="https://cdn.link-ai.tech/doc/20260227180120.png" />
|
||||
|
||||
#### 模型管理
|
||||
#### Model Management
|
||||
|
||||
支持在线管理模型配置，无需手动编辑配置文件：
|
||||
Manage model configurations online without manually editing config files:
|
||||
|
||||
<img width="850" src="https://cdn.link-ai.tech/doc/20260227173811.png" />
|
||||
|
||||
#### 技能管理
|
||||
#### Skill Management
|
||||
|
||||
支持在线查看和管理 Agent 技能（Skills）：
|
||||
View and manage Agent skills (Skills) online:
|
||||
|
||||
<img width="850" src="https://cdn.link-ai.tech/doc/20260227173403.png" />
|
||||
|
||||
#### 记忆管理
|
||||
#### Memory Management
|
||||
|
||||
支持在线查看和管理 Agent 记忆：
|
||||
View and manage Agent memory online:
|
||||
|
||||
<img width="850" src="https://cdn.link-ai.tech/doc/20260227173349.png" />
|
||||
|
||||
#### 通道管理
|
||||
#### Channel Management
|
||||
|
||||
支持在线管理接入通道，支持实时连接/断开操作：
|
||||
Manage connected channels online with real-time connect/disconnect operations:
|
||||
|
||||
<img width="850" src="https://cdn.link-ai.tech/doc/20260227173331.png" />
|
||||
|
||||
#### 定时任务
|
||||
#### Scheduled Tasks
|
||||
|
||||
支持在线查看和管理定时任务，包括一次性任务、固定间隔、Cron 表达式等多种调度方式的可视化管理：
|
||||
View and manage scheduled tasks online, including one-time tasks, fixed intervals, and Cron expressions:
|
||||
|
||||
<img width="850" src="https://cdn.link-ai.tech/doc/20260227173704.png" />
|
||||
|
||||
#### 日志
|
||||
#### Logs
|
||||
|
||||
支持在线实时查看 Agent 运行日志，便于监控运行状态和排查问题：
|
||||
View Agent runtime logs in real-time for monitoring and troubleshooting:
|
||||
|
||||
<img width="850" src="https://cdn.link-ai.tech/doc/20260227173514.png" />
|
||||
|
||||
相关提交：[f1a1413](https://github.com/zhayujie/CowAgent/commit/f1a1413), [c0702c8](https://github.com/zhayujie/CowAgent/commit/c0702c8), [394853c](https://github.com/zhayujie/CowAgent/commit/394853c), [1c71c4e](https://github.com/zhayujie/CowAgent/commit/1c71c4e), [5e3eccb](https://github.com/zhayujie/CowAgent/commit/5e3eccb), [e1dc037](https://github.com/zhayujie/CowAgent/commit/e1dc037), [5edbf4c](https://github.com/zhayujie/CowAgent/commit/5edbf4c), [7d258b5](https://github.com/zhayujie/CowAgent/commit/7d258b5)
|
||||
Related commits: [f1a1413](https://github.com/zhayujie/CowAgent/commit/f1a1413), [c0702c8](https://github.com/zhayujie/CowAgent/commit/c0702c8), [394853c](https://github.com/zhayujie/CowAgent/commit/394853c), [1c71c4e](https://github.com/zhayujie/CowAgent/commit/1c71c4e), [5e3eccb](https://github.com/zhayujie/CowAgent/commit/5e3eccb), [e1dc037](https://github.com/zhayujie/CowAgent/commit/e1dc037), [5edbf4c](https://github.com/zhayujie/CowAgent/commit/5edbf4c), [7d258b5](https://github.com/zhayujie/CowAgent/commit/7d258b5)
|
||||
|
||||
### 🔀 多通道同时运行
|
||||
### 🔀 Multi-Channel Concurrency
|
||||
|
||||
支持多个接入通道（如飞书、钉钉、企微应用、Web 等）同时运行，每个通道在独立子线程中启动，互不干扰。
|
||||
Multiple channels (e.g., Feishu, DingTalk, WeCom, Web) can now run simultaneously, each in an independent thread without interference.
|
||||
|
||||
配置方式：在 `config.json` 中通过 `channel_type` 配置多个通道，以逗号分隔，也可在 Web 控制台的通道管理页面中实时连接或断开各通道。
|
||||
Configuration: Set multiple channels in `config.json` via `channel_type` separated by commas, or connect/disconnect channels in real-time from the Web Console's channel management page.
|
||||
|
||||
```json
|
||||
{
|
||||
@@ -65,34 +67,32 @@ description: CowAgent 2.0.2 - Web 控制台升级、多通道同时运行、会
|
||||
}
|
||||
```
|
||||
|
||||
相关提交：[4694594](https://github.com/zhayujie/CowAgent/commit/4694594), [7cce224](https://github.com/zhayujie/CowAgent/commit/7cce224), [7d258b5](https://github.com/zhayujie/CowAgent/commit/7d258b5), [c9adddb](https://github.com/zhayujie/CowAgent/commit/c9adddb)
|
||||
Related commits: [4694594](https://github.com/zhayujie/CowAgent/commit/4694594), [7cce224](https://github.com/zhayujie/CowAgent/commit/7cce224), [7d258b5](https://github.com/zhayujie/CowAgent/commit/7d258b5), [c9adddb](https://github.com/zhayujie/CowAgent/commit/c9adddb)
|
||||
|
||||
### 💾 会话持久化
|
||||
### 💾 Session Persistence
|
||||
|
||||
会话历史支持持久化存储至本地 SQLite 数据库，服务重启后会话上下文自动恢复，不再丢失。Web 控制台中的历史对话记录也会同步恢复展示。
|
||||
Session history is now persisted to a local SQLite database. Conversation context is automatically restored after service restarts. Historical conversations in the Web Console are also restored.
|
||||
|
||||
相关提交：[29bfbec](https://github.com/zhayujie/CowAgent/commit/29bfbec), [9917552](https://github.com/zhayujie/CowAgent/commit/9917552), [925d728](https://github.com/zhayujie/CowAgent/commit/925d728)
|
||||
Related commits: [29bfbec](https://github.com/zhayujie/CowAgent/commit/29bfbec), [9917552](https://github.com/zhayujie/CowAgent/commit/9917552), [925d728](https://github.com/zhayujie/CowAgent/commit/925d728)
|
||||
|
||||
### 🤖 新增模型
|
||||
## New Models
|
||||
|
||||
- **Gemini 3.1 Pro Preview**：新增 `gemini-3.1-pro-preview` 模型支持 ([52d7cad](https://github.com/zhayujie/CowAgent/commit/52d7cad))
|
||||
- **Claude 4.6 Sonnet**：新增 `claude-4.6-sonnet` 模型支持 ([52d7cad](https://github.com/zhayujie/CowAgent/commit/52d7cad))
|
||||
- **Qwen3.5 Plus**：新增 `qwen3.5-plus` 模型支持 ([e59a289](https://github.com/zhayujie/CowAgent/commit/e59a289))
|
||||
- **MiniMax M2.5**：新增 `Minimax-M2.5` 模型支持 ([48db538](https://github.com/zhayujie/CowAgent/commit/48db538))
|
||||
- **GLM-5**：新增 `glm-5` 模型支持 ([48db538](https://github.com/zhayujie/CowAgent/commit/48db538))
|
||||
- **Kimi K2.5**：新增 `kimi-k2.5` 模型支持 ([48db538](https://github.com/zhayujie/CowAgent/commit/48db538))
|
||||
- **Doubao 2.0 Code**：新增 `doubao-2.0-code` 编程专用模型 ([ab28ee5](https://github.com/zhayujie/CowAgent/commit/ab28ee5))
|
||||
- **DashScope 模型**：新增阿里云 DashScope 模型名称支持 ([ce58f23](https://github.com/zhayujie/CowAgent/commit/ce58f23))
|
||||
- **Gemini 3.1 Pro Preview**: Added `gemini-3.1-pro-preview` model support ([52d7cad](https://github.com/zhayujie/CowAgent/commit/52d7cad))
|
||||
- **Claude 4.6 Sonnet**: Added `claude-4.6-sonnet` model support ([52d7cad](https://github.com/zhayujie/CowAgent/commit/52d7cad))
|
||||
- **Qwen3.5 Plus**: Added `qwen3.5-plus` model support ([e59a289](https://github.com/zhayujie/CowAgent/commit/e59a289))
|
||||
- **MiniMax M2.5**: Added `Minimax-M2.5` model support ([48db538](https://github.com/zhayujie/CowAgent/commit/48db538))
|
||||
- **GLM-5**: Added `glm-5` model support ([48db538](https://github.com/zhayujie/CowAgent/commit/48db538))
|
||||
- **Kimi K2.5**: Added `kimi-k2.5` model support ([48db538](https://github.com/zhayujie/CowAgent/commit/48db538))
|
||||
- **Doubao 2.0 Code**: Added `doubao-2.0-code` coding-specialized model ([ab28ee5](https://github.com/zhayujie/CowAgent/commit/ab28ee5))
|
||||
- **DashScope Models**: Added Alibaba Cloud DashScope model name support ([ce58f23](https://github.com/zhayujie/CowAgent/commit/ce58f23))
|
||||
|
||||
### 🌐 新增官网和文档中心
|
||||
## Website & Documentation
|
||||
|
||||
- **官网上线**：[cowagent.ai](https://cowagent.ai/)
|
||||
- **文档中心上线**：[docs.cowagent.ai](https://docs.cowagent.ai/)
|
||||
- **Official Website**: [cowagent.ai](https://cowagent.ai/)
|
||||
- **Documentation**: [docs.cowagent.ai](https://docs.cowagent.ai/)
|
||||
|
||||
### 🐛 问题修复
|
||||
## Bug Fixes
|
||||
|
||||
- **Gemini 钉钉图片识别**：修复 Gemini 在钉钉通道中无法处理图片标记的问题 ([05a3304](https://github.com/zhayujie/CowAgent/commit/05a3304)) ([#2670](https://github.com/zhayujie/CowAgent/pull/2670)) Thanks [@SgtPepper114](https://github.com/SgtPepper114)
|
||||
- **启动脚本依赖**：修复 `run.sh` 脚本的依赖安装问题 ([b6fc9fa](https://github.com/zhayujie/CowAgent/commit/b6fc9fa))
|
||||
- **裸异常捕获**：将代码中的 `bare except` 替换为 `except Exception`，提升异常处理规范性 ([adca89b](https://github.com/zhayujie/CowAgent/commit/adca89b)) ([#2674](https://github.com/zhayujie/CowAgent/pull/2674)) Thanks [@haosenwang1018](https://github.com/haosenwang1018)
|
||||
|
||||
**发布日期**：2026.02.27 | [Full Changelog](https://github.com/zhayujie/CowAgent/compare/2.0.1...master)
|
||||
- **Gemini DingTalk image recognition**: Fixed Gemini unable to process image markers in DingTalk channel ([05a3304](https://github.com/zhayujie/CowAgent/commit/05a3304)) ([#2670](https://github.com/zhayujie/CowAgent/pull/2670)) Thanks [@SgtPepper114](https://github.com/SgtPepper114)
|
||||
- **Startup script dependencies**: Fixed dependency installation issue in `run.sh` script ([b6fc9fa](https://github.com/zhayujie/CowAgent/commit/b6fc9fa))
|
||||
- **Bare except cleanup**: Replaced `bare except` with `except Exception` for better exception handling ([adca89b](https://github.com/zhayujie/CowAgent/commit/adca89b)) ([#2674](https://github.com/zhayujie/CowAgent/pull/2674)) Thanks [@haosenwang1018](https://github.com/haosenwang1018)
|
||||
|
||||
@@ -1,91 +1,91 @@
|
||||
---
|
||||
title: v2.0.3
|
||||
description: CowAgent 2.0.3 - 新增企微智能机器人和 QQ 通道、Web 控制台文件处理、记忆系统升级
|
||||
description: CowAgent 2.0.3 - WeCom Smart Bot and QQ channels, Web Console file handling, memory system upgrade
|
||||
---
|
||||
|
||||
## 🔌 新增接入通道
|
||||
## 🔌 New Channels
|
||||
|
||||
### 企业微信智能机器人
|
||||
### WeCom Smart Bot
|
||||
|
||||
新增企业微信智能机器人（`wecom_bot`）通道，支持流式卡片消息输出，支持文本和图片消息的接收与回复，可在 Web 控制台中进行通道配置和管理。
|
||||
Added the WeCom Smart Bot (`wecom_bot`) channel with streaming card output, support for receiving and replying to text and image messages, and full configuration through the Web Console.
|
||||
|
||||
接入文档：[企微智能机器人接入](https://docs.cowagent.ai/channels/wecom-bot)。
|
||||
Documentation: [WeCom Smart Bot](https://docs.cowagent.ai/en/channels/wecom-bot).
|
||||
|
||||
相关提交：[d4480b6](https://github.com/zhayujie/CowAgent/commit/d4480b6), [a42f31f](https://github.com/zhayujie/CowAgent/commit/a42f31f), [4ecd4df](https://github.com/zhayujie/CowAgent/commit/4ecd4df), [8b45d6c](https://github.com/zhayujie/CowAgent/commit/8b45d6c)
|
||||
Related commits: [d4480b6](https://github.com/zhayujie/CowAgent/commit/d4480b6), [a42f31f](https://github.com/zhayujie/CowAgent/commit/a42f31f), [4ecd4df](https://github.com/zhayujie/CowAgent/commit/4ecd4df), [8b45d6c](https://github.com/zhayujie/CowAgent/commit/8b45d6c)
|
||||
|
||||
### QQ 通道
|
||||
### QQ Channel
|
||||
|
||||
新增 QQ 官方机器人（`qq`）通道，支持文本和图片消息的接收与回复，支持私聊和群聊场景。
|
||||
Added the QQ official bot (`qq`) channel with support for text and image messages in both private chats and group chats.
|
||||
|
||||
接入文档参考：[QQ机器人接入](https://docs.cowagent.ai/channels/qq)。
|
||||
Documentation: [QQ Bot](https://docs.cowagent.ai/en/channels/qq).
|
||||
|
||||
相关提交：[005a0e1](https://github.com/zhayujie/CowAgent/commit/005a0e1), [a4d54f5](https://github.com/zhayujie/CowAgent/commit/a4d54f5)
|
||||
Related commits: [005a0e1](https://github.com/zhayujie/CowAgent/commit/005a0e1), [a4d54f5](https://github.com/zhayujie/CowAgent/commit/a4d54f5)
|
||||
|
||||
## 🖥️ Web 控制台支持文件输入和处理
|
||||
## 🖥️ Web Console File Input and Processing
|
||||
|
||||
Web 控制台对话界面支持文件和图片上传，可直接发送文件给 Agent 进行处理。同时 Read 工具新增对 Office 文档（Word、Excel、PPT）的解析能力。
|
||||
The Web Console chat UI now supports file and image uploads — files can be sent directly to the agent for processing. The Read tool gains parsing support for Office documents (Word, Excel, PPT).
|
||||
|
||||
相关提交：[30c6d9b](https://github.com/zhayujie/CowAgent/commit/30c6d9b)
|
||||
Related commits: [30c6d9b](https://github.com/zhayujie/CowAgent/commit/30c6d9b)
|
||||
|
||||
## 🤖 新增模型
|
||||
## 🤖 New Models
|
||||
|
||||
- **GPT-5.4 系列**：新增 `gpt-5.4`、`gpt-5.4-mini`、`gpt-5.4-nano` 模型支持 ([1623deb](https://github.com/zhayujie/CowAgent/commit/1623deb))
|
||||
- **Gemini 3.1 Flash Lite Preview**：新增 `gemini-3.1-flash-lite-preview` 模型支持 ([ba915f2](https://github.com/zhayujie/CowAgent/commit/ba915f2))
|
||||
- **GPT-5.4 Series**: Added `gpt-5.4`, `gpt-5.4-mini`, `gpt-5.4-nano` ([1623deb](https://github.com/zhayujie/CowAgent/commit/1623deb))
|
||||
- **Gemini 3.1 Flash Lite Preview**: Added `gemini-3.1-flash-lite-preview` ([ba915f2](https://github.com/zhayujie/CowAgent/commit/ba915f2))
|
||||
|
||||
## 💰 Coding Plan 支持
|
||||
## 💰 Coding Plan Support
|
||||
|
||||
新增各厂商 Coding Plan（编程包月套餐）的接入支持，通过 OpenAI 兼容方式统一接入。目前已支持阿里云、MiniMax、智谱 GLM、Kimi、火山引擎等厂商。
|
||||
Added integration with vendor Coding Plan (monthly programming subscription) tiers via the unified OpenAI-compatible path. Supported vendors include Aliyun, MiniMax, GLM, Kimi, and Volcengine.
|
||||
|
||||
详细配置参考 [Coding Plan 文档](https://docs.cowagent.ai/models/coding-plan)。
|
||||
See [Coding Plan docs](https://docs.cowagent.ai/en/models/coding-plan) for detailed configuration.
|
||||
|
||||
## 🧠 记忆系统升级
|
||||
## 🧠 Memory System Upgrade
|
||||
|
||||
记忆写入（Memory Flush）升级：
|
||||
Memory flush improvements:
|
||||
|
||||
- 使用 LLM 对超出上下文窗口的对话内容进行智能摘要，生成精炼的每日记忆条目
|
||||
- 摘要在后台线程异步执行，不阻塞回复
|
||||
- 优化上下文批量裁剪策略，降低冲刷频率
|
||||
- 新增每日定时冲刷兜底机制，避免低活跃场景下记忆丢失
|
||||
- 修复上下文记忆丢失问题
|
||||
- Use the LLM to summarize out-of-window conversations into compact daily memory entries
|
||||
- Summarization runs asynchronously on a background thread, never blocking replies
|
||||
- Smarter batch trimming policy reduces flush frequency
|
||||
- Daily scheduled flush as a safety net for low-activity scenarios
|
||||
- Fixed context-memory loss issues
|
||||
|
||||
相关提交：[022c13f](https://github.com/zhayujie/CowAgent/commit/022c13f), [c116235](https://github.com/zhayujie/CowAgent/commit/c116235)
|
||||
Related commits: [022c13f](https://github.com/zhayujie/CowAgent/commit/022c13f), [c116235](https://github.com/zhayujie/CowAgent/commit/c116235)
|
||||
|
||||
## 🔧 工具重构
|
||||
## 🔧 Tool Refactoring
|
||||
|
||||
- **图片识别**：将图片识别（Image Vision）从 Skill 重构为内置 Tool，新增独立的图片视觉提供方（Vision Provider）配置，提升稳定性和可维护性 ([a50fafa](https://github.com/zhayujie/CowAgent/commit/a50fafa), [3b8b562](https://github.com/zhayujie/CowAgent/commit/3b8b562))
|
||||
- **网页抓取**：将网页抓取（Web Fetch）从 Skill 重构为内置 Tool，支持远程文档文件（PDF、Word、Excel、PPT）的下载和解析 ([ccb9030](https://github.com/zhayujie/CowAgent/commit/ccb9030), [fa61744](https://github.com/zhayujie/CowAgent/commit/fa61744))
|
||||
- **Image Vision**: Image recognition (Vision) is refactored from a Skill into a built-in Tool with a dedicated Vision Provider configuration, improving stability and maintainability ([a50fafa](https://github.com/zhayujie/CowAgent/commit/a50fafa), [3b8b562](https://github.com/zhayujie/CowAgent/commit/3b8b562))
|
||||
- **Web Fetch**: Web fetch is refactored from a Skill into a built-in Tool with support for downloading and parsing remote documents (PDF, Word, Excel, PPT) ([ccb9030](https://github.com/zhayujie/CowAgent/commit/ccb9030), [fa61744](https://github.com/zhayujie/CowAgent/commit/fa61744))
|
||||
|
||||
## 🐳 Docker 部署优化
|
||||
## 🐳 Docker Deployment Improvements
|
||||
|
||||
- **配置模板对齐**：`docker-compose.yml` 环境变量与 `config-template.json` 对齐，补充完整的模型 API Key 和 Agent 等配置项
|
||||
- **Web 控制台端口映射**：新增 `9899` 端口映射，Docker 部署后可通过浏览器访问 Web 控制台
|
||||
- **配置热更新**：各模型 Bot 的 API Key 和 API Base 改为实时读取，通过 Web 控制台修改配置后无需重启即可生效
|
||||
- **工作空间持久化**：新增 `./cow` Volume 挂载，Agent 工作空间数据（记忆、人格、技能等）持久化到宿主机，容器重建或升级不丢失
|
||||
- **Config Template Alignment**: `docker-compose.yml` env vars aligned with `config-template.json`, covering full model API key and Agent settings
|
||||
- **Web Console Port Mapping**: Added `9899` port mapping so the Web Console is reachable in browser after Docker deployment
|
||||
- **Hot Config Reload**: Bot API key and API base are now read at request time — changes from the Web Console take effect without restart
|
||||
- **Workspace Persistence**: Added a `./cow` volume mount so agent workspace data (memories, persona, skills, etc.) persists across container rebuilds and upgrades
|
||||
|
||||
## ⚡ 性能优化
|
||||
## ⚡ Performance Improvements
|
||||
|
||||
- **启动加速**：飞书通道采用懒加载方式导入依赖，避免 4-10 秒的启动延迟 ([924dc79](https://github.com/zhayujie/CowAgent/commit/924dc79))
|
||||
- **通道稳定性**：优化通道连接稳定性，支持通道配置通过环境变量设置 ([f1c04bc](https://github.com/zhayujie/CowAgent/commit/f1c04bc), [46d97fd](https://github.com/zhayujie/CowAgent/commit/46d97fd))
|
||||
- **Faster Startup**: The Feishu channel imports its dependencies lazily, avoiding a 4–10s startup delay ([924dc79](https://github.com/zhayujie/CowAgent/commit/924dc79))
|
||||
- **Channel Stability**: Improved channel connection stability and added env-var support for channel configuration ([f1c04bc](https://github.com/zhayujie/CowAgent/commit/f1c04bc), [46d97fd](https://github.com/zhayujie/CowAgent/commit/46d97fd))
|
||||
|
||||
## 🐛 问题修复
|
||||
## 🐛 Bug Fixes
|
||||
|
||||
- **bot_type 配置**：修复 Agent 模式下 `bot_type` 配置传递问题 ([#2691](https://github.com/zhayujie/CowAgent/pull/2691)) Thanks [@Weikjssss](https://github.com/Weikjssss)
|
||||
- **bot_type 优先级**：调整 Agent 模式下 `bot_type` 的解析优先级 ([#2692](https://github.com/zhayujie/CowAgent/pull/2692)) Thanks [@6vision](https://github.com/6vision)
|
||||
- **智谱模型配置**：修复智谱 `bot_type` 命名、Web 控制台持久化及正则转义问题 ([#2693](https://github.com/zhayujie/CowAgent/pull/2693)) Thanks [@6vision](https://github.com/6vision)
|
||||
- **OpenAI 兼容层**：使用 `openai_compat` 层统一错误处理 ([#2688](https://github.com/zhayujie/CowAgent/pull/2688)) Thanks [@JasonOA888](https://github.com/JasonOA888)
|
||||
- **OpenAI 兼容迁移**：完成所有模型 Bot 的 `openai_compat` 迁移 ([#2689](https://github.com/zhayujie/CowAgent/pull/2689))
|
||||
- **Gemini 工具调用**：修复 Gemini 模型的工具调用匹配问题 ([eda82ba](https://github.com/zhayujie/CowAgent/commit/eda82ba))
|
||||
- **会话并发**：修复会话并发场景下的竞态条件问题 ([9879878](https://github.com/zhayujie/CowAgent/commit/9879878))
|
||||
- **历史消息恢复**：修复历史会话消息不完整问题，仅恢复 user/assistant 文本消息，剥离工具调用 ([b788a3d](https://github.com/zhayujie/CowAgent/commit/b788a3d), [a33ce97](https://github.com/zhayujie/CowAgent/commit/a33ce97))
|
||||
- **飞书群聊**：移除飞书群聊场景下对 `bot_name` 的依赖 ([b641bff](https://github.com/zhayujie/CowAgent/commit/b641bff))
|
||||
- **Safari 兼容**：修复 Safari 浏览器 IME 回车键误触发消息发送问题 ([0687916](https://github.com/zhayujie/CowAgent/commit/0687916))
|
||||
- **Windows 兼容**：修复 Windows 下 bash 风格 `$VAR` 环境变量转换为 `%VAR%` 的问题 ([7c67513](https://github.com/zhayujie/CowAgent/commit/7c67513))
|
||||
- **MiniMax 参数**：增加 MiniMax 模型的 `max_tokens` 限制 ([1767413](https://github.com/zhayujie/CowAgent/commit/1767413))
|
||||
- **.gitignore 更新**：添加 Python 目录忽略规则 ([#2683](https://github.com/zhayujie/CowAgent/pull/2683)) Thanks [@pelioo](https://github.com/pelioo)
|
||||
- **AGENT.md 主动演进**：优化系统提示词中对 AGENT.md 的更新引导，从被动的"用户修改时更新"改为主动识别对话中的性格、风格变化并自动更新
|
||||
- **bot_type Propagation**: Fixed `bot_type` propagation under Agent mode ([#2691](https://github.com/zhayujie/CowAgent/pull/2691)) Thanks [@Weikjssss](https://github.com/Weikjssss)
|
||||
- **bot_type Resolution Priority**: Adjusted `bot_type` resolution priority under Agent mode ([#2692](https://github.com/zhayujie/CowAgent/pull/2692)) Thanks [@6vision](https://github.com/6vision)
|
||||
- **Zhipu Config**: Fixed Zhipu `bot_type` naming, Web Console persistence, and regex escaping ([#2693](https://github.com/zhayujie/CowAgent/pull/2693)) Thanks [@6vision](https://github.com/6vision)
|
||||
- **OpenAI-Compat Layer**: Unified error handling via the `openai_compat` layer ([#2688](https://github.com/zhayujie/CowAgent/pull/2688)) Thanks [@JasonOA888](https://github.com/JasonOA888)
|
||||
- **OpenAI-Compat Migration**: Completed the `openai_compat` migration across all model bots ([#2689](https://github.com/zhayujie/CowAgent/pull/2689))
|
||||
- **Gemini Tool Calling**: Fixed tool-call matching for Gemini ([eda82ba](https://github.com/zhayujie/CowAgent/commit/eda82ba))
|
||||
- **Session Concurrency**: Fixed race conditions in concurrent session scenarios ([9879878](https://github.com/zhayujie/CowAgent/commit/9879878))
|
||||
- **History Recovery**: Fixed incomplete history recovery — only user/assistant text messages are restored, tool calls are stripped ([b788a3d](https://github.com/zhayujie/CowAgent/commit/b788a3d), [a33ce97](https://github.com/zhayujie/CowAgent/commit/a33ce97))
|
||||
- **Feishu Group Chat**: Removed the `bot_name` dependency for Feishu group chats ([b641bff](https://github.com/zhayujie/CowAgent/commit/b641bff))
|
||||
- **Safari Compatibility**: Fixed an IME Enter key issue that mistakenly sent messages on Safari ([0687916](https://github.com/zhayujie/CowAgent/commit/0687916))
|
||||
- **Windows Compatibility**: Fixed bash-style `$VAR` to `%VAR%` env-var conversion on Windows ([7c67513](https://github.com/zhayujie/CowAgent/commit/7c67513))
|
||||
- **MiniMax Params**: Added a `max_tokens` cap for MiniMax models ([1767413](https://github.com/zhayujie/CowAgent/commit/1767413))
|
||||
- **.gitignore**: Added Python directory ignore rules ([#2683](https://github.com/zhayujie/CowAgent/pull/2683)) Thanks [@pelioo](https://github.com/pelioo)
|
||||
- **AGENT.md Proactive Evolution**: Improved the system prompt guidance around AGENT.md — instead of waiting for explicit user edits, the agent now proactively detects persona/style shifts in the conversation and updates AGENT.md accordingly
|
||||
|
||||
## 📦 升级方式
|
||||
## 📦 Upgrade
|
||||
|
||||
源码部署可执行 `./run.sh update` 一键升级，或手动拉取代码后重启。详见 [更新升级文档](https://docs.cowagent.ai/guide/upgrade)。
|
||||
Run `./run.sh update` for a one-click upgrade, or manually pull the latest code and restart. See [Upgrade Guide](https://docs.cowagent.ai/en/guide/upgrade) for details.
|
||||
|
||||
**发布日期**：2026.03.18 | [Full Changelog](https://github.com/zhayujie/CowAgent/compare/2.0.2...master)
|
||||
**Release Date**: 2026.03.18 | [Full Changelog](https://github.com/zhayujie/CowAgent/compare/2.0.2...2.0.3)
|
||||
|
||||
@@ -1,51 +1,55 @@
|
||||
---
|
||||
title: v2.0.4
|
||||
description: CowAgent 2.0.4 - 新增个人微信通道、新模型支持、日文文档、脚本重构及多项修复
|
||||
description: CowAgent 2.0.4 - Personal WeChat channel, new model support, Japanese docs, script refactoring and bug fixes
|
||||
---
|
||||
|
||||
## 🔌 新增个人微信通道
|
||||
## 🔌 Personal WeChat Channel
|
||||
|
||||
新增个人微信（`weixin`）通道，微信扫描二维码即可将 CowAgent 接入个人微信，支持以下功能：
|
||||
Added personal WeChat (`weixin`) channel — the most important update in this release. Simply scan a QR code to connect CowAgent to your personal WeChat account, with support for:
|
||||
|
||||
- **消息收发**：支持文本、图片、文件、视频消息的接收与回复，支持语音消息接收和识别
|
||||
- **扫码登录**：终端显示二维码，微信扫码确认即可登录，二维码过期自动刷新
|
||||
- **凭证持久化**：登录凭证自动保存至 `~/.weixin_cow_credentials.json`，重启无需重新扫码
|
||||
- **Session 自动重连**：Session 过期后自动清除旧凭证并重新发起扫码登录
|
||||
- **Web 控制台接入**：支持在 Web 控制台中添加微信通道，扫码登录流程同步展示
|
||||
- **Docker 和脚本支持**：`run.sh` 和 `docker-compose.yml` 均已适配微信通道
|
||||
- **Messaging**: Send and receive text, image, file, and video messages; receive voice messages
|
||||
- **QR Code Login**: QR code displayed in terminal, scan with WeChat to log in; auto-refresh on expiry
|
||||
- **Credential Persistence**: Login credentials saved to `~/.weixin_cow_credentials.json` automatically, no re-scan needed on restart
|
||||
- **Session Auto-Reconnect**: Automatically clears expired credentials and re-initiates QR code login
|
||||
- **Web Console Integration**: Add WeChat channel from the Web Console with synchronized QR code login flow
|
||||
- **Docker & Script Support**: Both `run.sh` and `docker-compose.yml` now support the WeChat channel
|
||||
|
||||
接入文档：[微信接入](https://docs.cowagent.ai/channels/weixin)。
|
||||
Documentation: [WeChat Channel](https://docs.cowagent.ai/channels/weixin).
|
||||
|
||||
相关提交：[ce89869](https://github.com/zhayujie/CowAgent/commit/ce89869)
|
||||
Related commits: [ce89869](https://github.com/zhayujie/CowAgent/commit/ce89869), [a483ec0](https://github.com/zhayujie/CowAgent/commit/a483ec0), [c1421e0](https://github.com/zhayujie/CowAgent/commit/c1421e0)
|
||||
|
||||
## 🤖 新增模型
|
||||
## 🤖 New Models
|
||||
|
||||
- **MiniMax-M2.7**：新增 MiniMax-M2.7 模型支持
|
||||
- **GLM-5-Turbo**：新增智谱 glm-5-turbo 模型支持
|
||||
- **MiniMax-M2.7**: Added MiniMax-M2.7 model support
|
||||
- **GLM-5-Turbo**: Added Zhipu glm-5-turbo model support
|
||||
|
||||
相关提交：[9192f6f](https://github.com/zhayujie/CowAgent/commit/9192f6f)
|
||||
Related commits: [9192f6f](https://github.com/zhayujie/CowAgent/commit/9192f6f)
|
||||
|
||||
## 🔧 脚本重构
|
||||
## 🔧 Script Refactoring
|
||||
|
||||
- **run.sh 重构**：提取公共逻辑，精简脚本代码([49d8707](https://github.com/zhayujie/CowAgent/commit/49d8707))
|
||||
- **可执行权限**：修复 `run.sh` 文件权限问题 ([652156e](https://github.com/zhayujie/CowAgent/commit/652156e))
|
||||
- **PID 获取**：修复 `run.sh` 中进程 PID 获取错误的问题 ([9febb07](https://github.com/zhayujie/CowAgent/commit/9febb07))
|
||||
- **run.sh Refactoring**: Extracted shared logic and eliminated duplication, reducing from 600+ lines to 177 lines ([49d8707](https://github.com/zhayujie/CowAgent/commit/49d8707))
|
||||
- **Executable Permission**: Fixed `run.sh` file permission issue ([652156e](https://github.com/zhayujie/CowAgent/commit/652156e))
|
||||
|
||||
## 🌍 文档更新
|
||||
## ⚡ Improvements
|
||||
|
||||
新增完整的日文文档，覆盖入门指南、通道接入、模型配置等主要章节。Thanks [@Ikko Ashimine](https://github.com/ikoamu)
|
||||
- **Unified Request Headers**: Added identification headers to external requests across Agent services (Chat, Embedding, Vision, WebSearch, etc.) ([b4e711f](https://github.com/zhayujie/CowAgent/commit/b4e711f))
|
||||
- **Auto-Repair Messages**: Enhanced message protocol fault tolerance with automatic repair of malformed message sequences ([b8b57e3](https://github.com/zhayujie/CowAgent/commit/b8b57e3))
|
||||
|
||||
相关提交：[5487c0b](https://github.com/zhayujie/CowAgent/commit/5487c0b)
|
||||
## 🌍 Japanese Documentation
|
||||
|
||||
## 🐛 问题修复
|
||||
Added complete Japanese documentation covering getting started guide, channel integration, model configuration and other major sections. Thanks [@Ikko Ashimine](https://github.com/ikoamu)
|
||||
|
||||
- **企微机器人兼容**：修复旧版 `websocket-client` 的兼容性问题，新增统一的 WebSocket 兼容层 ([bc7f627](https://github.com/zhayujie/CowAgent/commit/bc7f627))
|
||||
- **消息自动修复**：增强消息协议的容错能力，自动修复格式异常的消息序列 ([b8b57e3](https://github.com/zhayujie/CowAgent/commit/b8b57e3))
|
||||
- **飞书编码**：修复飞书通道消息和日志的编码问题 ([7d0e156](https://github.com/zhayujie/CowAgent/commit/7d0e156))
|
||||
- **飞书配置**：移除 `run.sh` 中对 `feishu_bot_name` 的冗余依赖 ([1b5be1b](https://github.com/zhayujie/CowAgent/commit/1b5be1b))
|
||||
Related commits: [5487c0b](https://github.com/zhayujie/CowAgent/commit/5487c0b)
|
||||
|
||||
## 📦 升级方式
|
||||
## 🐛 Bug Fixes
|
||||
|
||||
源码部署可执行 `./run.sh update` 一键升级，或手动拉取代码后重启。详见 [更新升级文档](https://docs.cowagent.ai/guide/upgrade)。
|
||||
- **WeCom Bot Compatibility**: Fixed compatibility with older `websocket-client` versions, added unified WebSocket compatibility layer ([bc7f627](https://github.com/zhayujie/CowAgent/commit/bc7f627))
|
||||
- **run.sh PID**: Fixed process PID retrieval error in `run.sh` ([9febb07](https://github.com/zhayujie/CowAgent/commit/9febb07))
|
||||
- **Feishu Encoding**: Fixed message and log encoding issue in Feishu channel ([7d0e156](https://github.com/zhayujie/CowAgent/commit/7d0e156))
|
||||
- **Feishu Config**: Removed redundant `feishu_bot_name` dependency in `run.sh` ([1b5be1b](https://github.com/zhayujie/CowAgent/commit/1b5be1b))
|
||||
|
||||
**发布日期**：2026.03.22 | [Full Changelog](https://github.com/zhayujie/CowAgent/compare/2.0.3...master)
|
||||
## 📦 Upgrade
|
||||
|
||||
Run `./run.sh update` for a one-click upgrade, or manually pull the latest code and restart. See [Upgrade Guide](https://docs.cowagent.ai/guide/upgrade) for details.
|
||||
|
||||
**Release Date**: 2026.03.22 | [Full Changelog](https://github.com/zhayujie/CowAgent/compare/2.0.3...master)
|
||||
|
||||
@@ -1,84 +1,77 @@
|
||||
---
|
||||
title: v2.0.5
|
||||
description: CowAgent 2.0.5 - Cow CLI、Skill Hub 开源、浏览器工具、企微扫码创建、DeepSeek 独立模块及多项优化
|
||||
description: CowAgent 2.0.5 - Cow CLI, Skill Hub open source, Browser tool, WeCom Bot QR scan, and more
|
||||
---
|
||||
|
||||
## 🖥️ Cow CLI 命令系统
|
||||
## 🖥️ Cow CLI
|
||||
|
||||
新增 Cow CLI 命令系统，支持在终端和对话中执行命令，实现对 CowAgent 的全方位管理：
|
||||
New CLI command system for managing CowAgent from terminal and chat:
|
||||
|
||||
- **终端命令**：在系统终端中执行 `cow <命令>`，支持 `start`、`stop`、`restart`、`update`、`status`、`logs` 等服务管理操作
|
||||
- **对话命令**：在对话中输入 `/<命令>` 或 `cow <命令>`，支持 `/help`、`/status`、`/config`、`/skill`、`/context`、`/logs`、`/version` 等
|
||||
- **web控制台**：Web 控制台输入框输入 `/` 即可弹出指令菜单，支持方向键回溯历史输入
|
||||
- **Windows 支持**：新增 PowerShell 一键安装脚本 `scripts/run.ps1`，同时支持 `cow` 命令
|
||||
- **Terminal commands**: Run `cow <command>` for `start`, `stop`, `restart`, `update`, `status`, `logs`, etc.
|
||||
- **Chat commands**: Type `/<command>` in conversation for `/help`, `/status`, `/config`, `/skill`, `/context`, `/logs`, `/version`, etc.
|
||||
- **Web console**: Type `/` in the input box to open a slash command menu, with arrow-key input history
|
||||
- **Windows support**: New PowerShell script `scripts/run.ps1` with `cow` command support
|
||||
|
||||
相关文档：[命令总览](https://docs.cowagent.ai/cli)
|
||||
Docs: [Command Overview](https://docs.cowagent.ai/en/cli)
|
||||
|
||||
<img src="https://cdn.link-ai.tech/doc/20260401114549.png" width="750" />
|
||||
|
||||
## 🧩 Cow Skill Hub 开源
|
||||
## 🧩 Cow Skill Hub Open Source
|
||||
|
||||
[Cow Skill Hub](https://skills.cowagent.ai)（技能广场）正式开源并上线，提供 AI Agent 技能的浏览、搜索、安装和发布，汇集精选技能、社区贡献技能、三方技能：
|
||||
[Cow Skill Hub](https://skills.cowagent.ai) is now open source and live — browse, search, install, and publish AI Agent skills:
|
||||
|
||||
- **一键安装**：在对话中 `/skill install <名称>` 或终端 `cow skill install <名称>` 一键安装
|
||||
- **多来源支持**：支持安装 Skill Hub、GitHub、ClawHub、LinkAI 上的全部技能，支持 GitHub 批量安装和子目录指定
|
||||
- **技能搜索**：`/skill search` 和 `/skill list --remote` 浏览和搜索技能广场
|
||||
- **技能发布**：通过 [skills.cowagent.ai/submit](https://skills.cowagent.ai/submit) 提交自己的技能
|
||||
- **镜像加速**：支持 Skill Hub 镜像加速，国内环境下载更流畅
|
||||
- **One-command install**: `/skill install <name>` in chat or `cow skill install <name>` in terminal
|
||||
- **Multi-source**: Install from Skill Hub, GitHub, ClawHub, LinkAI, and more
|
||||
- **Search**: `/skill search` and `/skill list --remote` to browse the hub
|
||||
- **Publish**: Submit your own skills at [skills.cowagent.ai/submit](https://skills.cowagent.ai/submit)
|
||||
- **Mirror**: Mirror acceleration for faster downloads in China
|
||||
|
||||
Skill Hub 开源仓库：[cow-skill-hub](https://github.com/zhayujie/cow-skill-hub)。
|
||||
Open source repo: [cow-skill-hub](https://github.com/zhayujie/cow-skill-hub)
|
||||
|
||||
相关文档：[技能广场](https://docs.cowagent.ai/skills/hub)、[安装技能](https://docs.cowagent.ai/skills/install)
|
||||
Docs: [Skill Hub](https://docs.cowagent.ai/en/skills/hub), [Install Skills](https://docs.cowagent.ai/en/skills/install)
|
||||
|
||||
<img src="https://cdn.link-ai.tech/doc/20260401110103.png" width="750" />
|
||||
|
||||
## 🌐 Browser Tool
|
||||
|
||||
## 🌐 新增浏览器工具
|
||||
New Browser tool — Agent can control a Chromium browser to visit and interact with web pages:
|
||||
|
||||
新增 Browser 工具，Agent 可控制浏览器访问和操作网页：
|
||||
- **Navigation & interaction**: `navigate`, `click`, `fill`, `select`, `scroll`, `press`, etc.
|
||||
- **Page snapshot**: Compact DOM snapshot for efficient page understanding, auto-snapshot after navigation
|
||||
- **Screenshot**: Save page screenshots to workspace
|
||||
- **JavaScript execution**: Run custom scripts on pages
|
||||
- **CLI install**: `cow install-browser` for one-command setup
|
||||
- **Docker support**: Browser install built into Docker image
|
||||
|
||||
- **网页导航与交互**：支持 `navigate`、`click`、`fill`、`select`、`scroll`、`press` 等操作
|
||||
- **页面快照**：使用精简 DOM 快照技术，让 Agent 高效理解页面结构，导航后自动快照
|
||||
- **截图能力**：支持页面截图保存到工作区
|
||||
- **JavaScript 执行**：支持在页面中执行自定义脚本
|
||||
- **CLI 安装**：通过 `cow install-browser` 一键安装浏览器及依赖，自动适配系统环境
|
||||
- **Docker 支持**：Docker 镜像已内置浏览器安装支持
|
||||
|
||||
相关文档：[浏览器工具](https://docs.cowagent.ai/tools/browser)。
|
||||
Docs: [Browser Tool](https://docs.cowagent.ai/en/tools/browser)
|
||||
|
||||
<img src="https://cdn.link-ai.tech/doc/20260401115728.png" width="750" />
|
||||
|
||||
## 🤖 WeCom Bot QR Code Setup
|
||||
|
||||
## 🤖 企微智能机器人扫码创建
|
||||
WeCom Bot channel now supports QR code scan for one-click bot creation:
|
||||
|
||||
企业微信智能机器人通道新增扫码一键创建功能：
|
||||
- **QR scan in Web console**: Select "Scan QR" mode, scan with WeCom to auto-create and connect a bot — no manual configuration needed
|
||||
- **Manual mode**: Still supports manual Bot ID and Secret input
|
||||
- **Stream push optimization**: Throttled push to avoid WebSocket congestion
|
||||
|
||||
- **Web 控制台扫码**：在 Web 控制台通道页面，选择「扫码接入」模式，使用企业微信扫码即可自动创建并接入智能机器人，无需手动到企业微信后台配置
|
||||
- **手动模式保留**：同时保留「手动填写」模式，可输入已有的 Bot ID 和 Secret 接入
|
||||
- **流式推送优化**：增加推送节流，避免 WebSocket 拥塞
|
||||
Docs: [WeCom Bot](https://docs.cowagent.ai/en/channels/wecom-bot)
|
||||
|
||||
相关文档：[企微智能机器人接入](https://docs.cowagent.ai/channels/wecom-bot)。
|
||||
PR: [#2735](https://github.com/zhayujie/CowAgent/pull/2735). Thanks [@WecomTeam](https://github.com/WecomTeam)
|
||||
|
||||
相关提交：[#2735](https://github.com/zhayujie/CowAgent/pull/2735)
|
||||
## 🐛 Other Improvements & Fixes
|
||||
|
||||
Thanks [@WecomTeam](https://github.com/WecomTeam)
|
||||
- **DeepSeek module**: Independent DeepSeek Bot with dedicated `deepseek_api_key` config ([#2719](https://github.com/zhayujie/CowAgent/pull/2719)). Thanks [@6vision](https://github.com/6vision)
|
||||
- **Web console**: Slash command menu, input history, new model options, mobile optimization ([#2731](https://github.com/zhayujie/CowAgent/pull/2731)). Thanks [@zkjqd](https://github.com/zkjqd)
|
||||
- **Context loss**: Fix context loss after trimming ([393f0c0](https://github.com/zhayujie/CowAgent/commit/393f0c0))
|
||||
- **System prompt**: Fix system prompt not rebuilding on every turn ([13f5fde](https://github.com/zhayujie/CowAgent/commit/13f5fde))
|
||||
- **Gemini**: Fix missing model attribute in GoogleGeminiBot ([#2716](https://github.com/zhayujie/CowAgent/pull/2716)). Thanks [@cowagent](https://github.com/cowagent)
|
||||
- **WeChat channel**: Fix file send failures and filename loss ([6d9b7ba](https://github.com/zhayujie/CowAgent/commit/6d9b7ba), [45faa9c](https://github.com/zhayujie/CowAgent/commit/45faa9c))
|
||||
- **Docker**: Fix volume permissions, reduce image size ([3eb8348](https://github.com/zhayujie/CowAgent/commit/3eb8348), [4470d4c](https://github.com/zhayujie/CowAgent/commit/4470d4c))
|
||||
- **Security**: Fix Memory Content path traversal risk. Thanks [@August829](https://github.com/August829)
|
||||
|
||||
## 🐛 其他优化与修复
|
||||
## 📦 Upgrade
|
||||
|
||||
- **DeepSeek 独立模块**：新增独立的 DeepSeek Bot 模块，支持 `deepseek_api_key` 专属配置，无需再通过 OpenAI 兼容方式接入（[#2719](https://github.com/zhayujie/CowAgent/pull/2719)）。Thanks [@6vision](https://github.com/6vision)
|
||||
- **Web 控制台优化**：新增斜杠指令菜单和输入历史回溯，新增模型选项，优化移动端适配（[#2731](https://github.com/zhayujie/CowAgent/pull/2731)）。Thanks [@zkjqd](https://github.com/zkjqd)
|
||||
- **上下文丢失**：修复上下文裁剪后丢失的问题 ([393f0c0](https://github.com/zhayujie/CowAgent/commit/393f0c0))
|
||||
- **系统提示词**：修复系统提示词未在每轮重建的问题 ([13f5fde](https://github.com/zhayujie/CowAgent/commit/13f5fde))
|
||||
- **Agent 响应**：去除 Agent 响应首尾空白字符 ([f890318](https://github.com/zhayujie/CowAgent/commit/f890318))
|
||||
- **视觉压缩**：优化视觉图片压缩策略 ([22b8ca0](https://github.com/zhayujie/CowAgent/commit/22b8ca0))
|
||||
- **Gemini 模型**：修复 GoogleGeminiBot 缺少 model 属性的问题（[#2716](https://github.com/zhayujie/CowAgent/pull/2716)）。Thanks [@cowagent](https://github.com/cowagent)
|
||||
- **微信通道**：修复文件发送失败、文件名丢失等问题 ([6d9b7ba](https://github.com/zhayujie/CowAgent/commit/6d9b7ba)、[baf66a1](https://github.com/zhayujie/CowAgent/commit/baf66a1)、[45faa9c](https://github.com/zhayujie/CowAgent/commit/45faa9c))
|
||||
- **Docker 优化**：修复卷权限问题，精简镜像体积 ([3eb8348](https://github.com/zhayujie/CowAgent/commit/3eb8348)、[4470d4c](https://github.com/zhayujie/CowAgent/commit/4470d4c))
|
||||
- **README 排版**：优化中英文排版空格（[#2723](https://github.com/zhayujie/CowAgent/pull/2723)）。Thanks [@Xiaozhou345](https://github.com/Xiaozhou345)
|
||||
- **安全修复**：修复 Memory Content路径遍历风险，Thanks [@August829](https://github.com/August829)
|
||||
Run `cow update` or `./run.sh update` to upgrade, or pull the latest code and restart. See [Upgrade Guide](https://docs.cowagent.ai/en/guide/upgrade).
|
||||
|
||||
## 📦 升级方式
|
||||
|
||||
源码部署可执行 `cow update` 或 `./run.sh update` 一键升级，或手动拉取代码后重启。详见 [更新升级文档](https://docs.cowagent.ai/guide/upgrade)。
|
||||
|
||||
**发布日期**：2026.04.01 | [Full Changelog](https://github.com/zhayujie/CowAgent/compare/2.0.4...master)
|
||||
**Release Date**: 2026.04.01 | [Full Changelog](https://github.com/zhayujie/CowAgent/compare/2.0.4...master)
|
||||
|
||||
@@ -1,83 +1,83 @@
|
||||
---
|
||||
title: v2.0.6
|
||||
description: CowAgent 2.0.6 - 知识库系统、梦境记忆蒸馏、上下文智能压缩、Web 控制台多会话及多项优化
|
||||
description: CowAgent 2.0.6 - Knowledge Base, Deep Dream Memory Distillation, Smart Context Compression, Web Console Multi-Session and More
|
||||
---
|
||||
|
||||
## 项目正式更名为 CowAgent
|
||||
## Project Renamed to CowAgent
|
||||
|
||||
项目仓库正式从 `chatgpt-on-wechat` 更名为 **CowAgent**，演进为功能完备的 AI Agent 助理。
|
||||
The repository has been officially renamed from `chatgpt-on-wechat` to **CowAgent**, evolving into a full-featured AI Agent assistant.
|
||||
|
||||
- 新地址：[github.com/zhayujie/CowAgent](https://github.com/zhayujie/CowAgent)，旧地址 GitHub 会自动重定向
|
||||
- CLI 命令、配置文件、文档链接均保持兼容，无需额外操作
|
||||
- New URL: [github.com/zhayujie/CowAgent](https://github.com/zhayujie/CowAgent) — GitHub auto-redirects the old URL
|
||||
- CLI commands, config files, and documentation links remain compatible — no extra steps needed
|
||||
|
||||
## 📚 知识库系统
|
||||
## 📚 Knowledge Base
|
||||
|
||||
新增个人知识库系统，Agent 可自主构建和维护结构化知识，并在对话中按需检索引用。
|
||||
New personal knowledge base system — Agent can autonomously build and maintain structured knowledge, retrieving it on demand during conversations:
|
||||
|
||||
- **索引驱动的自组织结构**：知识库采用 `knowledge/` 目录，按分类自动组织，每个知识页面为独立的 Markdown 文件
|
||||
- **自动写入**：向 Agent 发送文件、链接等知识，或在讨论中识别到有价值的知识时，自动创建或更新知识页面
|
||||
- **混合检索**：支持关键词全文搜索和向量语义检索，在对话中按需加载相关知识
|
||||
- **可视化**：支持文件树浏览和知识图谱可视化，文档内链接可直接跳转查看
|
||||
- **命令管理**：`/knowledge` 查看统计、`/knowledge list` 查看目录结构、`/knowledge on|off` 开关知识库
|
||||
- **Index-driven self-organizing structure**: Knowledge is stored in `knowledge/` directory, auto-organized by category, with each knowledge page as an independent Markdown file
|
||||
- **Auto-write**: Send files, links, or other knowledge to the Agent, or it will automatically create/update knowledge pages when valuable information is identified in conversation
|
||||
- **Hybrid retrieval**: Supports keyword full-text search and vector semantic retrieval, loading relevant knowledge on demand during conversations
|
||||
- **Visualization**: File tree browsing and knowledge graph visualization, with in-document links for direct navigation
|
||||
- **Command management**: `/knowledge` for stats, `/knowledge list` for directory structure, `/knowledge on|off` to toggle
|
||||
|
||||
<img src="https://cdn.link-ai.tech/doc/20260413105435.png" width="750" />
|
||||
|
||||
相关文档：[知识库](https://docs.cowagent.ai/knowledge)
|
||||
|
||||
Inspired by Karpathy's [LLM Wiki](https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f).
|
||||
Docs: [Knowledge Base](https://docs.cowagent.ai/en/knowledge)
|
||||
|
||||
## 🌙 梦境记忆蒸馏（Deep Dream）
|
||||
## 🌙 Deep Dream Memory Distillation
|
||||
|
||||
全新的记忆整理机制，每日自动将分散的对话记忆蒸馏为精炼的长期记忆：
|
||||
A new memory consolidation mechanism that automatically distills scattered conversation memories into refined long-term memory daily:
|
||||
|
||||
- **三层记忆流转**：对话上下文（短期）→ 天级记忆（中期）→ MEMORY.md（长期），形成完整的记忆生命周期
|
||||
- **自动蒸馏**：每日 23:55 定时执行，读取当天天级记忆和 MEMORY.md，通过 LLM 进行去重、合并、修剪，输出精炼的新版 MEMORY.md
|
||||
- **梦境日记**：每次蒸馏生成一篇叙事风格的梦境日记，记录整理过程的发现和洞察，存储在 `memory/dreams/` 目录
|
||||
- **手动触发**：支持 `/memory dream [N]` 手动触发，可指定整理天数（默认 3 天，最大 30 天），完成后在对话中通知结果
|
||||
- **Web 控制台**：记忆管理页面新增「梦境日记」tab，可浏览和查看所有梦境日记
|
||||
- **Three-tier memory flow**: Conversation context (short-term) → Daily memory (mid-term) → MEMORY.md (long-term), forming a complete memory lifecycle
|
||||
- **Auto-distillation**: Runs daily at 23:55, reads the day's daily memory and MEMORY.md, performs deduplication, merging, and pruning via LLM, outputting a refined MEMORY.md
|
||||
- **Dream diary**: Each distillation generates a narrative-style dream diary recording discoveries and insights, stored in `memory/dreams/`
|
||||
- **Manual trigger**: `/memory dream [N]` to manually trigger with configurable lookback days (default 3, max 30), with chat notification on completion
|
||||
- **Web console**: Memory management page now includes a "Dream Diary" tab for browsing all dream diaries
|
||||
|
||||
相关文档：[梦境蒸馏](https://docs.cowagent.ai/memory/deep-dream)
|
||||
Docs: [Deep Dream](https://docs.cowagent.ai/en/memory/deep-dream)
|
||||
|
||||
<img src="https://cdn.link-ai.tech/doc/20260414120158.png" width="750" />
|
||||
|
||||
## 🧠 上下文智能压缩
|
||||
## 🧠 Smart Context Compression
|
||||
|
||||
上下文超出限制时将裁剪的部分通过 LLM 总结后异步注入，保持对话连贯性：
|
||||
When context exceeds limits, trimmed portions are summarized by LLM and asynchronously injected to maintain conversation continuity:
|
||||
|
||||
- **LLM 异步摘要**：裁剪的消息由 LLM 总结为关键信息，同时写入天级记忆文件和注入保留的上下文
|
||||
- **多模型兼容**：优先使用主模型进行摘要，兼容 Claude、OpenAI、MiniMax 等不同模型的消息格式要求
|
||||
- **Async LLM summary**: Trimmed messages are summarized into key information by LLM, written to daily memory files and injected into retained context
|
||||
- **Multi-model compatible**: Uses the primary model for summarization, compatible with Claude, OpenAI, MiniMax and other model message format requirements
|
||||
|
||||
相关文档：[短期记忆](https://docs.cowagent.ai/memory/context)
|
||||
Docs: [Short-term Memory](https://docs.cowagent.ai/en/memory/context)
|
||||
|
||||
## 💬 Web 控制台升级
|
||||
## 💬 Web Console Upgrades
|
||||
|
||||
Web 控制台多项功能增强：
|
||||
Multiple enhancements to the Web console:
|
||||
|
||||
- **多会话管理**：支持创建和切换多个独立会话，侧边栏展示会话列表，支持会话标题自动生成和手动编辑
|
||||
- **密码保护**：支持为控制台设置登录密码，可通过 `web_console_password` 配置项控制
|
||||
- **深度思考**：支持在 Web 端展示模型的思考过程，可通过`enable_thinking` 配置项控制
|
||||
- **定时推送**：支持定时任务结果推送到 Web 控制台
|
||||
- **消息复制**：AI 回复支持一键复制原始 Markdown 内容
|
||||
- **Multi-session management**: Create and switch between independent sessions, sidebar session list with auto-generated and manually editable titles
|
||||
- **Password protection**: Set a login password via `web_console_password` config option
|
||||
- **Deep thinking**: Display model thinking process in Web console, controlled by `enable_thinking` config option
|
||||
- **Scheduled push**: Scheduled task results can be pushed to Web console
|
||||
- **Message copy**: One-click copy of raw Markdown content from AI reply bubbles
|
||||
- **Language toggle**: Top language switch button now shows current language for more intuitive interaction
|
||||
|
||||
## 🤖 模型相关
|
||||
## 🤖 Model Updates
|
||||
|
||||
- **视觉识别优化**：图片识别工具优先使用主模型，支持多模型厂商自动降级。相关文档：[视觉工具](https://docs.cowagent.ai/tools/vision)
|
||||
- **MiniMax 新模型**：新增 MiniMax-M2.7-highspeed 模型和 MiniMax TTS 语音合成支持。Thanks @octo-patch
|
||||
- **通义千问**：新增 qwen3.6-plus 模型支持
|
||||
- **Vision optimization**: Image recognition tool prefers the primary model with automatic multi-provider fallback. Docs: [Vision Tool](https://docs.cowagent.ai/en/tools/vision)
|
||||
- **MiniMax new model**: Added MiniMax-M2.7-highspeed model and MiniMax TTS voice synthesis support. Thanks @octo-patch
|
||||
- **Qwen**: Added qwen3.6-plus model support
|
||||
|
||||
## 🐛 其他优化与修复
|
||||
## 🐛 Other Improvements & Fixes
|
||||
|
||||
- **记忆提示词优化**：`MEMORY.md` 默认注入系统提示词，精细化记忆检索和写入的触发条件，增强主动写入能力
|
||||
- **系统提示词**：优化系统提示词的风格和语气引导
|
||||
- **浏览器工具**：增强隐式交互元素检测
|
||||
- **文件发送**：修复通用文件类型（tar.gz、zip 等）未能正确发送的问题。Thanks @6vision
|
||||
- **macOS 兼容**：修复网络预检超时兼容性问题。Thanks @Moliang Zhou
|
||||
- **Windows 兼容**：修复 Windows 下 PowerShell 兼容性、进程更新、终端编码等多项问题
|
||||
- **Python 3.13+**：修复 Python 3.13 及以上版本缺少 `legacy-cgi` 依赖的问题
|
||||
- **个人微信**：更新个人微信通道版本
|
||||
- **Memory prompts**: `MEMORY.md` injected into system prompt by default, with refined memory retrieval and write trigger conditions for enhanced proactive writing
|
||||
- **System prompt**: Optimized system prompt style and tone guidance
|
||||
- **Browser tool**: Enhanced implicit interactive element detection
|
||||
- **File send**: Fixed common file types (tar.gz, zip, etc.) not being sent correctly. Thanks @6vision
|
||||
- **macOS compatibility**: Fixed network pre-check timeout compatibility issue. Thanks @Moliang Zhou
|
||||
- **Windows compatibility**: Fixed PowerShell compatibility, process updates, terminal encoding and other issues on Windows
|
||||
- **Python 3.13+**: Fixed missing `legacy-cgi` dependency for Python 3.13+
|
||||
- **WeChat channel**: Updated personal WeChat channel version
|
||||
|
||||
## 📦 升级方式
|
||||
## 📦 Upgrade
|
||||
|
||||
源码部署可执行 `cow update` 或 `./run.sh update` 一键升级，或手动拉取代码后重启。详见 [更新升级文档](https://docs.cowagent.ai/guide/upgrade)。
|
||||
Run `cow update` or `./run.sh update` to upgrade, or pull the latest code and restart. See [Upgrade Guide](https://docs.cowagent.ai/en/guide/upgrade).
|
||||
|
||||
**发布日期**：2026.04.14 | [Full Changelog](https://github.com/zhayujie/CowAgent/compare/2.0.5...master)
|
||||
**Release Date**: 2026.04.14 | [Full Changelog](https://github.com/zhayujie/CowAgent/compare/2.0.5...master)
|
||||
|
||||
@@ -1,64 +1,65 @@
|
||||
---
|
||||
title: v2.0.7
|
||||
description: CowAgent 2.0.7 - 图像生成技能（六厂商自动路由）、新模型支持、知识库增强、Web 控制台优化及多项修复
|
||||
description: CowAgent 2.0.7 - Image Generation Skill (6-provider auto-routing), new models, knowledge base enhancements, Web Console improvements and bug fixes
|
||||
---
|
||||
|
||||
## 🎨 图像生成技能
|
||||
## 🎨 Image Generation Skill
|
||||
|
||||
新增图像生成内置技能，支持文生图、图生图、多图融合，支持 `GPT-Image-2`、`Nano Banana` 等多种模型：
|
||||
New built-in `image-generation` skill supporting text-to-image, image-to-image, and multi-image fusion across six major providers:
|
||||
|
||||
- **自动路由**：支持六种模型厂商自动切换，OpenAI (GPT-Image-2) → Gemini (Nano Banana) → Seedream (火山方舟) → Qwen (百炼) → MiniMax → LinkAI
|
||||
- **开箱即用**：配置 API Key 即可使用，无需手动指定模型。也支持在对话中指定特定模型
|
||||
- **灵活控制**：支持 `quality`（画质）、`size`（分辨率，512/1K~4K）、`aspect_ratio`（宽高比）等参数，各厂商自动适配有效值
|
||||
- **图片编辑**：传入已有图片即可进行编辑、风格迁移、多图融合
|
||||
- **Skill 级配置**：支持通过 `config.json` 中的 `skills.image-generation.model` 固定默认模型
|
||||
- **6-provider auto-routing**: OpenAI (GPT-Image-2) → Gemini (Nano Banana) → Seedream (Volcengine Ark) → Qwen (DashScope) → MiniMax → LinkAI — automatically selects from configured providers in fixed priority order, with automatic fallback on failure
|
||||
- **Zero model selection**: Just configure an API key and it works — no need to manually specify a model. You can also name a specific model in conversation (e.g. "draw a cat with seedream")
|
||||
- **Flexible control**: Supports `quality`, `size` (512/1K–4K), and `aspect_ratio` parameters, with each provider automatically mapping to its supported values
|
||||
- **Image editing**: Pass existing images for editing, style transfer, or multi-image fusion (Seedream supports up to 14 reference images)
|
||||
- **Skill-level config**: Pin a default model via `skills.image-generation.model` in `config.json`
|
||||
- **Image lightbox**: All images in the Web console now support click-to-enlarge preview
|
||||
|
||||
相关文档：[图像生成技能](https://docs.cowagent.ai/skills/image-generation)
|
||||
Docs: [Image Generation Skill](https://docs.cowagent.ai/en/skills/image-generation)
|
||||
|
||||
## 🤖 新模型支持
|
||||
## 🤖 New Model Support
|
||||
|
||||
- **Kimi K2.6**：新增 `kimi-k2.6` 模型支持
|
||||
- **Claude Opus 4.7**：新增 `claude-opus-4-7` 模型支持
|
||||
- **GLM 5.1**：新增 `glm-5.1` 模型支持
|
||||
- **Kimi Coding Plan**：支持 Kimi Coding Plan 模式
|
||||
- **自定义模型厂商**：新增[自定义模型](https://docs.cowagent.ai/models/custom)提供方配置，方便接入本地模型及更多厂商
|
||||
- **Kimi K2.6**: Added `kimi-k2.6` model support
|
||||
- **Claude Opus 4.7**: Added `claude-opus-4-7` model support
|
||||
- **GLM 5.1**: Added `glm-5.1` model support
|
||||
- **Kimi Coding Plan**: Support for Kimi Coding Plan mode
|
||||
- **Custom model providers**: New custom model provider configuration for easier integration with additional vendors
|
||||
|
||||
## 📚 知识库增强
|
||||
## 💬 Web Console Improvements
|
||||
|
||||
- **嵌套目录支持**：知识库列表和展示支持多级嵌套目录
|
||||
- **根级文件展示**：知识树中显示根目录下的 `index.md`、`log.md` 等文件
|
||||
- **空状态统计修复**：排除根级文件对知识库统计的干扰，正确保持空状态
|
||||
- **Smart auto-scroll**: Improved chat scroll behaviour — no longer forces scroll to bottom while the user is reading earlier messages
|
||||
- **Reasoning content cap**: Deep thinking content capped at 4 KB to prevent frontend lag
|
||||
- **Mobile optimisation**: Session sidebar hidden by default on mobile, with overlay dismiss support
|
||||
- **Session title fix**: Fixed title auto-generation fallback logic and Bridge reset on config change
|
||||
- **Image preview dedup**: Fixed duplicate image rendering within the same message
|
||||
|
||||
## 🌙 梦境记忆优化
|
||||
## 📚 Knowledge Base Enhancements
|
||||
|
||||
- **结构化组织**：梦境记忆文件按日期自动归档，目录结构更清晰
|
||||
- **定时抖动**：每日定时触发增加随机抖动，避免集群场景下的并发冲突
|
||||
- **Nested directory support**: Knowledge base listing and display now support multi-level nested directories
|
||||
- **Root-level file display**: Show `index.md`, `log.md` and other root-level files in the knowledge tree
|
||||
- **Empty state stats fix**: Root-level files no longer interfere with empty-state detection
|
||||
|
||||
## 🛠 技能系统改进
|
||||
## 🌙 Dream Memory Improvements
|
||||
|
||||
- **技能管理刷新**：`/skill` 命令执行后自动加载最新技能，确保状态同步
|
||||
- **安装来源扩展**：技能安装支持多种来源格式（URL、zip、本地文件等）
|
||||
- **Structured organisation**: Dream memory files are now auto-archived by date with a cleaner directory structure
|
||||
- **Schedule jitter**: Daily dream trigger includes random jitter to avoid concurrency conflicts in cluster deployments
|
||||
|
||||
## 💬 Web 控制台优化
|
||||
## 🛠 Skill System Improvements
|
||||
|
||||
- **智能自动滚动**：优化聊天窗口滚动逻辑，用户手动翻阅时不再强制跳到底部 Thanks @colin2060
|
||||
- **移动端适配**：侧边栏默认隐藏，支持点击遮罩关闭
|
||||
- **图片预览去重**：修复同一消息中图片重复渲染的问题
|
||||
- **推理内容截断**：深度思考内容超出阶段，解决前端卡顿问题
|
||||
- **会话标题修复**：修复标题自动生成的回退逻辑
|
||||
- **Skill manager refresh**: `/skill` commands now automatically refresh the skill manager to keep state in sync
|
||||
- **Installation sources**: Skill installation supports multiple source formats (URL, zip, local file, etc.) with automatic target directory handling
|
||||
|
||||
## 🐛 Other Fixes
|
||||
|
||||
## 🐛 其他修复
|
||||
- **Gemini fix**: Fixed Gemini tool calls not returning results
|
||||
- **Agent retry**: Empty-response retries no longer drop `tool_calls`
|
||||
- **Docker env sync**: Fixed environment variables not syncing after config update in Docker environments
|
||||
- **Python 3.7 compat**: Deferred `Literal` import for Python 3.7 compatibility
|
||||
- **Model switch notification**: Fixed bot_type change notification not showing after model switch. Thanks @6vision
|
||||
- **Config command**: `/config` now supports setting `enable_thinking`
|
||||
- **Thinking display**: Deep thinking display disabled by default
|
||||
|
||||
- **Gemini 修复**：修复 Gemini tool call 不返回结果的问题
|
||||
- **Agent 重试**：空响应重试时不再丢弃 tool_calls
|
||||
- **Docker 环境变量**：修复 Docker 环境下更新配置后环境变量未同步的问题 Thanks @sunboy0523
|
||||
- **Python 3.7 兼容**：延迟导入 `Literal` 以兼容 Python 3.7
|
||||
- **模型切换通知**：修复切换模型后 bot_type 变更通知未显示的问题。Thanks @6vision
|
||||
- **配置命令增强**：`/config` 支持设置 `enable_thinking`
|
||||
## 📦 Upgrade
|
||||
|
||||
## 📦 升级方式
|
||||
Run `cow update` or `./run.sh update` to upgrade, or pull the latest code and restart. See [Upgrade Guide](https://docs.cowagent.ai/en/guide/upgrade).
|
||||
|
||||
源码部署可执行 `cow update` 或 `./run.sh update` 一键升级，或手动拉取代码后重启。详见 [更新升级文档](https://docs.cowagent.ai/guide/upgrade)。
|
||||
|
||||
**发布日期**：2026.04.22 | [Full Changelog](https://github.com/zhayujie/CowAgent/compare/2.0.6...2.0.7)
|
||||
**Release Date**: 2026.04.22 | [Full Changelog](https://github.com/zhayujie/CowAgent/compare/2.0.6...master)
|
||||
|
||||
@@ -1,63 +1,68 @@
|
||||
---
|
||||
title: v2.0.8
|
||||
description: CowAgent 2.0.8 - 飞书渠道全面升级（语音、流式打字机、一键扫码接入）、DeepSeek V4 / 百度千帆支持、定时任务工具优化
|
||||
description: CowAgent 2.0.8 - Major Feishu channel upgrade (voice, streaming typewriter, one-click QR app creation), DeepSeek V4 / ERNIE 5.0 support, scheduler memory enhancements and multiple fixes
|
||||
---
|
||||
|
||||
## 🪶 飞书渠道全面升级
|
||||
## 🪶 Major Feishu Channel Upgrade
|
||||
|
||||
### 1. 一键扫码创建飞书应用
|
||||
### 1. One-click QR-scan App Creation
|
||||
|
||||
不再需要手动到飞书开放平台建应用、填权限和事件订阅。Web 控制台和命令行启动时若未配置 `feishu_app_id`，会自动展示扫码入口，飞书扫码授权后自动创建机器人并回填配置，开箱即用。
|
||||
No more manual app setup, permission scopes and event subscriptions in the Feishu Open Platform. When `feishu_app_id` is not configured, both the Web Console and CLI startup flow now show a QR-scan entry — scan with Feishu, authorize, and the bot is created and config is filled back automatically. Out-of-the-box.
|
||||
|
||||
相关文档：[飞书渠道](https://docs.cowagent.ai/channels/feishu)
|
||||
Documentation: [Feishu Channel](https://docs.cowagent.ai/en/channels/feishu)
|
||||
|
||||
### 2. 语音消息收发
|
||||
### 2. Voice Messages
|
||||
|
||||
支持接收用户发送的飞书语音消息并自动转文本，回复也可走 TTS 以语音形式发出。同时优化了中文短语音的识别准确度。
|
||||
Receive Feishu voice messages with automatic speech-to-text, and reply in voice via TTS. Recognition accuracy for short Chinese voice messages has been improved.
|
||||
|
||||
### 3. 流式打字机回复
|
||||
### 3. Streaming Typewriter Replies
|
||||
|
||||
接入飞书 CardKit 流式卡片，**默认开启**，体验对齐 Web 端：
|
||||
Integrated with Feishu CardKit streaming cards, **enabled by default**, matching the Web Console experience:
|
||||
|
||||
- 多轮 Agent 场景下中间过场消息与最终回复分卡呈现
|
||||
- 针对 DeepSeek 等高频输出模型做了专门优化，速度与 Web 端持平
|
||||
- 不支持时自动回退为普通文本回复，无需手动配置
|
||||
- 要求飞书客户端 ≥ 7.20
|
||||
- Multi-turn agent flows render intermediate updates and the final reply on separate cards
|
||||
- Tuned for high-throughput models like DeepSeek to keep pace with the Web Console
|
||||
- Falls back to plain text replies automatically when not supported, no manual config needed
|
||||
- Requires Feishu client ≥ 7.20
|
||||
|
||||
飞书语音消息收发与流式打字机的基础能力来自社区贡献 #2791 Thanks @yangluxin613
|
||||
The voice and streaming building blocks come from a community contribution #2791. Thanks [@yangluxin613](https://github.com/yangluxin613)
|
||||
|
||||
## 🤖 新模型支持
|
||||
## 🤖 New Model Support
|
||||
|
||||
- **DeepSeek V4 系列**：新增 `deepseek-v4-pro` / `deepseek-v4-flash`，并将默认模型切换为 `deepseek-v4-flash`
|
||||
- **思考模型开关统一**：DeepSeek V4、Qwen3 等思考模型的开关行为对齐到 `enable_thinking`
|
||||
- **百度千帆模型接入**：新增百度千帆厂商，支持 `ernie-5.0`、`ernie-4.5-turbo-128k` 等模型，并支持图像识别工具，相关文档查看 [百度千帆](https://docs.cowagent.ai/models/qianfan)。#2790 Thanks @jimmyzhuu
|
||||
- **新增有道翻译**：`translate` 模块新增有道翻译支持 #2797 Thanks @Zmjjeff7
|
||||
- **DeepSeek V4 series**: Added `deepseek-v4-pro` / `deepseek-v4-flash`, with `deepseek-v4-flash` set as the new default
|
||||
- **Unified thinking-mode toggle**: DeepSeek V4, Qwen3 and other thinking-capable models now share the same `enable_thinking` switch
|
||||
- **ERNIE first-class integration**: New `qianfan` provider supporting `ernie-5.0` (default recommendation), `ernie-x1.1`, `ernie-4.5-turbo-128k`, `ernie-4.5-turbo-32k`. Dedicated `qianfan_api_key` / `qianfan_api_base` settings keep OpenAI config clean; legacy `wenxin` / `wenxin-4` paths are fully preserved. #2790 Thanks [@jimmyzhuu](https://github.com/jimmyzhuu)
|
||||
|
||||
## 🛠 OpenAI 客户端重构
|
||||
Documentation: [ERNIE](https://docs.cowagent.ai/en/models/qianfan)
|
||||
|
||||
- **去 SDK 依赖**：OpenAI Bot 改为原生 HTTP 实现，启动更轻、依赖冲突更少
|
||||
- **Web 控制台提示**：模型配置 API Base 输入框加入版本路径占位提示
|
||||
## 🌐 Translation Provider
|
||||
|
||||
## ⏰ 定时任务记忆增强
|
||||
- **Youdao translator**: Added a Youdao provider to the `translate/` module using the v3 SHA-256 signing scheme, with automatic ISO 639-1 language-code mapping (`zh`, `zh-TW`, etc.) #2797 Thanks [@Zmjjeff7](https://github.com/Zmjjeff7)
|
||||
|
||||
- **任务结果可被追问**：定时任务的执行结果自动注入到接收方的会话历史中，下一轮对话可直接追问，无需重新交代上下文 Thanks @huangrichao2020
|
||||
- **不污染长期记忆**：注入的调度对话不会被纳入每日梦境记忆汇总，避免高频任务把记忆刷满
|
||||
- **避免越跑越慢**：调度任务自己的上下文长度自动控制在合理范围内，长期反复执行也不会越积越大、拖慢响应
|
||||
## 🛠 OpenAI Client Refactor
|
||||
|
||||
## 🔧 工具与安全
|
||||
- **Drop SDK dependency**: The OpenAI bot is reimplemented on a native HTTP client — leaner startup, fewer dependency conflicts
|
||||
- **Web Console hint**: API base inputs in the model config UI now include version-path placeholder hints
|
||||
|
||||
- **图像识别模型**：让 `tools.vision.model` 配置真正生效，未配置时自动 fallback #2792 Thanks CNXudiandian
|
||||
- **Bash 安全确认**：仅对工作区外的破坏性删除做二次确认，工作区内常规操作不再打扰
|
||||
## ⏰ Scheduler Memory Enhancements
|
||||
|
||||
## 🐛 其他修复
|
||||
- **Follow-up on task results**: Scheduled task results are automatically injected into the receiver's session history — the next turn can ask follow-up questions without re-stating context. Thanks [@huangrichao2020](https://github.com/huangrichao2020)
|
||||
- **No long-term memory pollution**: Scheduler-injected pairs are excluded from the daily memory flush so high-frequency tasks don't drown the memory store
|
||||
- **Bounded scheduler context**: The scheduler's own session context is automatically capped, so long-running periodic tasks don't accumulate state and slow down replies
|
||||
|
||||
- 修复 Deep Dream 在多实例场景下重复触发
|
||||
- 修复 DeepSeek 多轮对话中部分历史轮次缺失 `reasoning_content`
|
||||
## 🔧 Tools and Safety
|
||||
|
||||
## 📦 升级方式
|
||||
- **Vision model selection**: `tools.vision.model` config now actually takes effect, with automatic fallback when unconfigured #2792
|
||||
- **Bash safety prompt**: The destructive-deletion confirm prompt is now scoped to paths outside the workspace — routine in-workspace operations are no longer interrupted
|
||||
|
||||
源码部署可执行 `cow update` 或 `./run.sh update` 一键升级，或手动拉取代码后重启。详见 [更新升级文档](https://docs.cowagent.ai/guide/upgrade)。
|
||||
## 🐛 Other Fixes
|
||||
|
||||
> ⚠️ 飞书一键创建应用依赖 `lark-oapi>=1.5.5`，`cow update` 会自动拉取；手动部署请确保依赖已更新。
|
||||
- Fixed Deep Dream firing duplicate runs in multi-instance setups
|
||||
- Fixed missing `reasoning_content` on some history turns in DeepSeek multi-turn conversations
|
||||
|
||||
**发布日期**：2026.05.06 | [Full Changelog](https://github.com/zhayujie/CowAgent/compare/2.0.7...2.0.8)
|
||||
## 📦 Upgrade
|
||||
|
||||
Source-code deployments can run `cow update` or `./run.sh update` for a one-click upgrade, or pull the latest code and restart manually. See [Upgrade Guide](https://docs.cowagent.ai/en/guide/upgrade) for details.
|
||||
|
||||
> ⚠️ One-click Feishu app creation requires `lark-oapi>=1.5.5`. `cow update` pulls it automatically; manual deployments must update dependencies.
|
||||
|
||||
**Release Date**: 2026.05.05 | [Full Changelog](https://github.com/zhayujie/CowAgent/compare/2.0.7...2.0.8)
|
||||
|
||||
@@ -1,65 +1,65 @@
|
||||
---
|
||||
title: v2.0.9
|
||||
description: CowAgent 2.0.9 - 新增模型管理、MCP 协议支持、浏览器登录态持久化、新模型接入
|
||||
description: CowAgent 2.0.9 - Web Console model management, MCP protocol support, browser persistent login, new models and deployment hardening
|
||||
---
|
||||
|
||||
## 🖥️ 新增模型管理
|
||||
## 🖥️ Model Management Console
|
||||
|
||||
Web 控制台新增「模型」页面，按 **模型厂商 + 模型能力** 进行管理，支持对话、图像、语音、向量模型和搜索能力的配置：
|
||||
The Web Console adds a new **Models** page that organizes everything by **provider × capability**, covering chat, image, voice, embedding and search models in one place:
|
||||
|
||||
- **多厂商配置**：所有厂商的 API Key / API Base 在顶部统一维护，下方所有能力立即生效，无需重复填写
|
||||
- **图像模型**：图像理解与图像生成均可独立选择厂商和模型，未指定时跟随主模型自动选择
|
||||
- **语音模型**：语音识别和合成可独立配置，新增千问、智谱 ASR/TTS 模型
|
||||
- **向量模型**：支持配置 Embedding 模型（用于记忆及知识库检索），新增支持 OpenAI、通义、豆包、智谱等；切换模型后需执行 `/memory rebuild-index` 在线重建索引
|
||||
- **搜索能力**：联网搜索能力升级，支持博查、百度、智谱等多个厂商，自动模式下 Agent 可综合多来源搜索结果进行深度研究
|
||||
- **Per-provider configuration**: Each provider's API Key / API Base is configured once at the top, and every capability below picks it up automatically — no more re-entering credentials
|
||||
- **Image models**: Image understanding and image generation can each pick their own provider and model independently; falls back to the main model when unspecified
|
||||
- **Voice models**: ASR (speech-to-text) and TTS (text-to-speech) can be configured independently, with new Qwen and Zhipu ASR/TTS models added
|
||||
- **Embedding models**: Configurable embedding models (used for memory and knowledge-base retrieval), with new support for OpenAI, Tongyi, Doubao, Zhipu and others; run `/memory rebuild-index` after switching to rebuild the index online
|
||||
- **Search capability**: Web search has been upgraded to support Bocha, Baidu, Zhipu and more providers — in auto mode the agent can synthesize results from multiple sources for deeper research
|
||||
|
||||
相关文档：[模型概览](https://docs.cowagent.ai/models)
|
||||
Documentation: [Models Overview](https://docs.cowagent.ai/en/models)
|
||||
|
||||
<img width="720" alt="20260522113305" src="https://cdn.link-ai.tech/doc/20260522113305.png" />
|
||||
<img width="720" alt="20260522113305" src="https://cdn.jsdelivr.net/gh/zhayujie/cowagent-assets@main/screenshots/en/web-console-models-config.png" />
|
||||
|
||||
|
||||
## 🧩 MCP 协议支持
|
||||
## 🧩 MCP Protocol Support
|
||||
|
||||
支持 **MCP（Model Context Protocol）** 协议，从固定工具集扩展为开放可插拔的工具生态，任何兼容 MCP 协议的服务均可作为工具直接接入 Agent。
|
||||
Adds support for **MCP (Model Context Protocol)**, expanding from a fixed built-in toolset to an open, pluggable tool ecosystem — any MCP-compatible service can be plugged in directly as an agent tool.
|
||||
|
||||
- 原生 JSON-RPC 实现，零额外依赖，同时支持 `stdio` 和 `sse` 两种传输
|
||||
- 兼容 Claude Desktop / Cursor 等主流风格的 `mcpServers` 配置，优先读取 `~/cow/mcp.json`
|
||||
- Native JSON-RPC implementation, zero extra dependencies, supports both `stdio` and `sse` transports
|
||||
- Compatible with the `mcpServers` configuration style used by Claude Desktop / Cursor, reads `~/cow/mcp.json` by default
|
||||
|
||||
相关文档：[MCP 工具](https://docs.cowagent.ai/tools/mcp)。Thanks @yangluxin613 (#2801)
|
||||
Documentation: [MCP Tools](https://docs.cowagent.ai/en/tools/mcp). Thanks [@yangluxin613](https://github.com/yangluxin613) (#2801)
|
||||
|
||||
## 🌐 浏览器登录态持久化
|
||||
## 🌐 Browser Persistent Login
|
||||
|
||||
针对需要登录、有反爬机制的网站，浏览器工具支持登录一次后长期复用登录态，并允许接入用户自己的真实 Chrome 以通过指纹检测：
|
||||
For sites that require login or have anti-bot protection, the browser tool can now persist a login session for long-term reuse, and supports attaching to your real Chrome browser to bypass fingerprint detection:
|
||||
|
||||
- **持久化用户配置（默认）**：默认使用 `~/.cow/browser_profile` 作为浏览器用户目录，登录一次后下次自动复用登录态
|
||||
- **CDP 模式**：通过 `tools.browser.cdp_endpoint` 接管真实 Chrome 浏览器，享有完整浏览器权限
|
||||
- **Persistent user profile (default)**: Uses `~/.cow/browser_profile` as the browser user data dir by default; once logged in, sessions are reused automatically on subsequent runs
|
||||
- **CDP mode**: Configure `tools.browser.cdp_endpoint` to take over a real Chrome instance with full browser permissions
|
||||
|
||||
相关文档：[浏览器工具](https://docs.cowagent.ai/tools/browser)。Thanks @leafmove (#2809)
|
||||
Documentation: [Browser Tool](https://docs.cowagent.ai/en/tools/browser). Thanks [@leafmove](https://github.com/leafmove) (#2809)
|
||||
|
||||
## 🤖 模型新增与优化
|
||||
## 🤖 New Models and Improvements
|
||||
|
||||
- **模型新增**：`gpt-5.5`、`gemini-3.5-flash`、`qwen3.7-max`、`ernie-5.1`
|
||||
- **模型优化**：DeepSeek V4 支持 `reasoning_effort` 思考深度参数；修复 MiMo 等思考模型通过 OpenAI 兼容协议接入的问题
|
||||
- **New models**: `gpt-5.5`, `gemini-3.5-flash`, `qwen3.7-max`, `ernie-5.1`
|
||||
- **Improvements**: DeepSeek V4 supports the `reasoning_effort` thinking-depth parameter; fixed thinking models like MiMo failing to connect via the OpenAI-compatible protocol
|
||||
|
||||
## 🔒 部署与安全
|
||||
## 🔒 Deployment & Security
|
||||
|
||||
- **默认本机访问**：Web 控制台 `web_host` 配置默认绑定 `127.0.0.1`，服务器部署时可手动设置为 `0.0.0.0` 并设置密码。Thanks @August829、@yidaozhongqing、@YLChen-007、@icysun
|
||||
- **前端资源完全本地化**：第三方 CSS / JS 全部本地分发，离线 / 内网环境也能正常加载控制台。Thanks @gitlayzer (#2816)
|
||||
- **Bind to localhost by default**: The Web Console `web_host` now defaults to `127.0.0.1`; for server deployments, set it to `0.0.0.0` and configure a password manually. Thanks @August829, @yidaozhongqing, @YLChen-007, @icysun
|
||||
- **Fully bundled frontend assets**: All third-party CSS / JS are now served locally — the console works offline and on intranet deployments. Thanks [@gitlayzer](https://github.com/gitlayzer) (#2816)
|
||||
|
||||
## 🛠 体验优化与修复
|
||||
## 🛠 UX Improvements & Fixes
|
||||
|
||||
- **TTS 适配更多通道**：Web对话、个人微信、飞书、钉钉、企微智能机器人均已支持回复语音，详情查看 [通道概览](https://docs.cowagent.ai/channels)
|
||||
- **日志面板增强**：根据日志等级差异化高亮展示、支持根据等级筛选。Thanks @yangluxin613 (#2807)
|
||||
- **Web 控制台自动启动**：程序启动后自动打开 Web 控制台。Thanks @yangluxin613 (#2804)
|
||||
- **Ctrl+C 干净退出**：不再打印一长串 `KeyboardInterrupt` 堆栈。Thanks @yangluxin613 (#2806)
|
||||
- **文件夹上传**：Web 端支持目录上传，路径校验适配 Windows。Thanks @TryToMakeUsBetter (#2814)
|
||||
- 修复定时任务在某些情况下重复执行的问题。Thanks @CNXudiandian (#2820)
|
||||
- 修复定时任务带时区时单次任务不触发的问题。Thanks @AethericSpace
|
||||
- 修复执行失败的工具调用在页面刷新后不显示的问题。Thanks @a1094174619 (#2822)
|
||||
- 修复企微机器人消息中包含非法控制字符导致投递失败的问题。Thanks @Jacques-Zhao (#2810)
|
||||
- **TTS rolls out to more channels**: Web Console, Personal WeChat, Feishu, DingTalk and WeCom Smart Bot all support voice replies — see the [Channels Overview](https://docs.cowagent.ai/en/channels)
|
||||
- **Log panel enhancements**: Differentiated highlighting by log level, with level-based filtering. Thanks [@yangluxin613](https://github.com/yangluxin613) (#2807)
|
||||
- **Auto-launch Web Console**: The Web Console now opens automatically on startup. Thanks [@yangluxin613](https://github.com/yangluxin613) (#2804)
|
||||
- **Clean Ctrl+C exit**: No more long `KeyboardInterrupt` stack traces. Thanks [@yangluxin613](https://github.com/yangluxin613) (#2806)
|
||||
- **Folder upload**: Web Console supports directory uploads, with path validation adapted for Windows. Thanks [@TryToMakeUsBetter](https://github.com/TryToMakeUsBetter) (#2814)
|
||||
- Fixed scheduled tasks executing duplicates under certain conditions. Thanks [@CNXudiandian](https://github.com/CNXudiandian) (#2820)
|
||||
- Fixed one-shot scheduled tasks with timezone not firing. Thanks @AethericSpace
|
||||
- Fixed failed tool calls not being displayed after page refresh. Thanks [@a1094174619](https://github.com/a1094174619) (#2822)
|
||||
- Fixed WeCom bot messages with illegal control characters failing to be delivered. Thanks [@Jacques-Zhao](https://github.com/Jacques-Zhao) (#2810)
|
||||
|
||||
## 📦 升级方式
|
||||
## 📦 Upgrade
|
||||
|
||||
源码部署可执行 `cow update` 一键升级，或手动拉取代码后重启。详见 [更新升级文档](https://docs.cowagent.ai/guide/upgrade)。
|
||||
Source-code deployments can run `cow update` for a one-click upgrade, or pull the latest code and restart manually. See the [Upgrade Guide](https://docs.cowagent.ai/en/guide/upgrade) for details.
|
||||
|
||||
**发布日期**：2026.05.22 | [Full Changelog](https://github.com/zhayujie/CowAgent/compare/2.0.8...2.0.9)
|
||||
**Release Date**: 2026.05.22 | [Full Changelog](https://github.com/zhayujie/CowAgent/compare/2.0.8...2.0.9)
|
||||
|
||||
Reference in New Issue
Block a user