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docs(models): add ernie-5.0
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zhayujie
@@ -6,7 +6,7 @@ description: Supported models and recommended choices for CowAgent
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CowAgent supports mainstream LLMs from domestic and international providers. Model interfaces are implemented in the project's `models/` directory.
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<Note>
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For Agent mode, the following models are recommended based on quality and cost: deepseek-v4-flash, MiniMax-M2.7, claude-sonnet-4-6, gemini-3.1-pro-preview, glm-5.1, qwen3.6-plus, kimi-k2.6, ernie-4.5-turbo-128k
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For Agent mode, the following models are recommended based on quality and cost: deepseek-v4-flash, MiniMax-M2.7, claude-sonnet-4-6, gemini-3.1-pro-preview, glm-5.1, qwen3.6-plus, kimi-k2.6, ernie-5.0
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</Note>
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## Configuration
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@@ -22,7 +22,7 @@ You can also use the [LinkAI](https://link-ai.tech) platform interface to flexib
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deepseek-v4-flash, deepseek-v4-pro, and more
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</Card>
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<Card title="Baidu Qianfan / ERNIE" href="/en/models/qianfan">
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ernie-4.5-turbo-128k, ernie-x1-turbo-32k, and more
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ernie-5.0, ernie-4.5-turbo-128k, and more
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</Card>
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<Card title="MiniMax" href="/en/models/minimax">
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MiniMax-M2.7 and other series models
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@@ -7,7 +7,7 @@ Option 1: Native integration (recommended):
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```json
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{
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"model": "ernie-4.5-turbo-128k",
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"model": "ernie-5.0",
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"qianfan_api_key": "",
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"qianfan_api_base": "https://qianfan.baidubce.com/v2"
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}
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@@ -15,7 +15,7 @@ Option 1: Native integration (recommended):
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| Parameter | Description |
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| --- | --- |
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| `model` | Recommended: `ernie-4.5-turbo-128k`; also supports `ernie-4.5-turbo-32k` and `ernie-x1-turbo-32k` |
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| `model` | Default recommendation: `ernie-5.0`; also supports `ernie-4.5-turbo-128k`, `ernie-4.5-turbo-32k`, `ernie-x1-turbo-32k` |
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| `qianfan_api_key` | Qianfan API key, usually starting with `bce-v3/` |
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| `qianfan_api_base` | Optional, defaults to `https://qianfan.baidubce.com/v2` |
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@@ -23,7 +23,8 @@ Option 1: Native integration (recommended):
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| Model | Use Case |
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| --- | --- |
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| `ernie-4.5-turbo-128k` | Default recommendation for long-context and general chat |
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| `ernie-5.0` | Default recommendation; latest ERNIE flagship with the strongest overall capability |
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| `ernie-4.5-turbo-128k` | Long-context and general chat |
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| `ernie-4.5-turbo-32k` | General chat with a balanced context window and cost |
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| `ernie-x1-turbo-32k` | Tasks that need stronger reasoning |
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@@ -31,7 +32,7 @@ Option 2: OpenAI-compatible configuration:
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```json
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{
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"model": "ernie-4.5-turbo-128k",
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"model": "ernie-5.0",
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"bot_type": "openai",
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"open_ai_api_key": "",
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"open_ai_api_base": "https://qianfan.baidubce.com/v2"
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91
docs/en/releases/v2.0.3.mdx
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91
docs/en/releases/v2.0.3.mdx
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@@ -0,0 +1,91 @@
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---
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title: v2.0.3
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description: CowAgent 2.0.3 - WeCom Smart Bot and QQ channels, Web Console file handling, memory system upgrade
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---
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## 🔌 New Channels
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### WeCom Smart Bot
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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.
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Documentation: [WeCom Smart Bot](https://docs.cowagent.ai/en/channels/wecom-bot).
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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)
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### QQ Channel
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Added the QQ official bot (`qq`) channel with support for text and image messages in both private chats and group chats.
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Documentation: [QQ Bot](https://docs.cowagent.ai/en/channels/qq).
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Related commits: [005a0e1](https://github.com/zhayujie/CowAgent/commit/005a0e1), [a4d54f5](https://github.com/zhayujie/CowAgent/commit/a4d54f5)
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## 🖥️ Web Console File Input and Processing
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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).
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Related commits: [30c6d9b](https://github.com/zhayujie/CowAgent/commit/30c6d9b)
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## 🤖 New Models
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- **GPT-5.4 Series**: Added `gpt-5.4`, `gpt-5.4-mini`, `gpt-5.4-nano` ([1623deb](https://github.com/zhayujie/CowAgent/commit/1623deb))
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- **Gemini 3.1 Flash Lite Preview**: Added `gemini-3.1-flash-lite-preview` ([ba915f2](https://github.com/zhayujie/CowAgent/commit/ba915f2))
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## 💰 Coding Plan Support
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Added integration with vendor Coding Plan (monthly programming subscription) tiers via the unified OpenAI-compatible path. Supported vendors include Aliyun, MiniMax, Zhipu GLM, Kimi, and Volcengine.
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See [Coding Plan docs](https://docs.cowagent.ai/en/models/coding-plan) for detailed configuration.
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## 🧠 Memory System Upgrade
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Memory flush improvements:
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- Use the LLM to summarize out-of-window conversations into compact daily memory entries
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- Summarization runs asynchronously on a background thread, never blocking replies
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- Smarter batch trimming policy reduces flush frequency
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- Daily scheduled flush as a safety net for low-activity scenarios
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- Fixed context-memory loss issues
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Related commits: [022c13f](https://github.com/zhayujie/CowAgent/commit/022c13f), [c116235](https://github.com/zhayujie/CowAgent/commit/c116235)
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## 🔧 Tool Refactoring
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- **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))
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- **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))
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## 🐳 Docker Deployment Improvements
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- **Config Template Alignment**: `docker-compose.yml` env vars aligned with `config-template.json`, covering full model API key and Agent settings
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- **Web Console Port Mapping**: Added `9899` port mapping so the Web Console is reachable in browser after Docker deployment
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- **Hot Config Reload**: Bot API key and API base are now read at request time — changes from the Web Console take effect without restart
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- **Workspace Persistence**: Added a `./cow` volume mount so agent workspace data (memories, persona, skills, etc.) persists across container rebuilds and upgrades
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## ⚡ Performance Improvements
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- **Faster Startup**: The Feishu channel imports its dependencies lazily, avoiding a 4–10s startup delay ([924dc79](https://github.com/zhayujie/CowAgent/commit/924dc79))
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- **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))
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## 🐛 Bug Fixes
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- **bot_type Propagation**: Fixed `bot_type` propagation under Agent mode ([#2691](https://github.com/zhayujie/CowAgent/pull/2691)) Thanks [@Weikjssss](https://github.com/Weikjssss)
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- **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)
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- **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)
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- **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)
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- **OpenAI-Compat Migration**: Completed the `openai_compat` migration across all model bots ([#2689](https://github.com/zhayujie/CowAgent/pull/2689))
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- **Gemini Tool Calling**: Fixed tool-call matching for Gemini ([eda82ba](https://github.com/zhayujie/CowAgent/commit/eda82ba))
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- **Session Concurrency**: Fixed race conditions in concurrent session scenarios ([9879878](https://github.com/zhayujie/CowAgent/commit/9879878))
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- **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))
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- **Feishu Group Chat**: Removed the `bot_name` dependency for Feishu group chats ([b641bff](https://github.com/zhayujie/CowAgent/commit/b641bff))
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- **Safari Compatibility**: Fixed an IME Enter key issue that mistakenly sent messages on Safari ([0687916](https://github.com/zhayujie/CowAgent/commit/0687916))
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- **Windows Compatibility**: Fixed bash-style `$VAR` to `%VAR%` env-var conversion on Windows ([7c67513](https://github.com/zhayujie/CowAgent/commit/7c67513))
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- **MiniMax Params**: Added a `max_tokens` cap for MiniMax models ([1767413](https://github.com/zhayujie/CowAgent/commit/1767413))
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- **.gitignore**: Added Python directory ignore rules ([#2683](https://github.com/zhayujie/CowAgent/pull/2683)) Thanks [@pelioo](https://github.com/pelioo)
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- **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
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## 📦 Upgrade
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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.
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**Release Date**: 2026.03.18 | [Full Changelog](https://github.com/zhayujie/CowAgent/compare/2.0.2...2.0.3)
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68
docs/en/releases/v2.0.8.mdx
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---
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title: v2.0.8
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description: CowAgent 2.0.8 - Major Feishu channel upgrade (voice, streaming typewriter, one-click QR app creation), DeepSeek V4 / Baidu Qianfan ERNIE 5.0 support, scheduler memory enhancements and multiple fixes
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---
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## 🪶 Major Feishu Channel Upgrade
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### 1. One-click QR-scan App Creation
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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.
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Documentation: [Feishu Channel](https://docs.cowagent.ai/en/channels/feishu)
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### 2. Voice Messages
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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.
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### 3. Streaming Typewriter Replies
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Integrated with Feishu CardKit streaming cards, **enabled by default**, matching the Web Console experience:
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- Multi-turn agent flows render intermediate updates and the final reply on separate cards
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- Tuned for high-throughput models like DeepSeek to keep pace with the Web Console
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- Falls back to plain text replies automatically when not supported, no manual config needed
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- Requires Feishu client ≥ 7.20
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The voice and streaming building blocks come from a community contribution #2791. Thanks [@ooaaooaa123](https://github.com/ooaaooaa123)
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## 🤖 New Model Support
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- **DeepSeek V4 series**: Added `deepseek-v4-pro` / `deepseek-v4-flash`, with `deepseek-v4-flash` set as the new default
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- **Unified thinking-mode toggle**: DeepSeek V4, Qwen3 and other thinking-capable models now share the same `enable_thinking` switch
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- **Baidu Qianfan / ERNIE first-class integration**: New `qianfan` provider supporting `ernie-5.0` (default recommendation), `ernie-4.5-turbo-128k`, `ernie-4.5-turbo-32k`, `ernie-x1-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)
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Documentation: [Baidu Qianfan / ERNIE](https://docs.cowagent.ai/en/models/qianfan)
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## 🌐 Translation Provider
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- **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)
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## 🛠 OpenAI Client Refactor
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- **Drop SDK dependency**: The OpenAI bot is reimplemented on a native HTTP client — leaner startup, fewer dependency conflicts
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- **Web Console hint**: API base inputs in the model config UI now include version-path placeholder hints
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## ⏰ Scheduler Memory Enhancements
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- **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)
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- **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
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- **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
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## 🔧 Tools and Safety
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- **Vision model selection**: `tool.vision.model` config now actually takes effect, with automatic fallback when unconfigured #2792
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- **Bash safety prompt**: The destructive-deletion confirm prompt is now scoped to paths outside the workspace — routine in-workspace operations are no longer interrupted
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## 🐛 Other Fixes
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- Fixed Deep Dream firing duplicate runs in multi-instance setups
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- Fixed missing `reasoning_content` on some history turns in DeepSeek multi-turn conversations
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## 📦 Upgrade
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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.
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> ⚠️ One-click Feishu app creation requires `lark-oapi>=1.5.5`. `cow update` pulls it automatically; manual deployments must update dependencies.
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**Release Date**: 2026.05.05 | [Full Changelog](https://github.com/zhayujie/CowAgent/compare/2.0.7...2.0.8)
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