diff --git a/README.md b/README.md index bced4e7..dc019ef 100644 --- a/README.md +++ b/README.md @@ -13,8 +13,9 @@ --- -_Chat with Qwen, generate images & videos, understand images, call agents,_ -_manage memory, search the web — all from your terminal._ +_Chat with Qwen, generate and edit images and videos, understand images, synthesize_ +_and recognize speech, call apps, manage memory, retrieve knowledge, search the web —_ +_every AI capability, one command away._ _Built for AI Agents. Every command works as a structured tool call._ @@ -22,28 +23,16 @@ _Built for AI Agents. Every command works as a structured tool call._ ## Features -Equip your AI Agent out-of-the-box with these capabilities, composable across complex tasks: +- **Model generation** — Full-modality generation across text, image, video, and speech, with editing and reference-based generation +- **Asset understanding** — Parse and ask questions about images, documents, audio, and long videos +- **App orchestration** — Call Managed Agents, agents, and workflows published on Aliyun Model Studio, wired to knowledge bases, memory, web search, and MCP tools +- **Training & deployment** — Validate and upload datasets, fine-tune models, deploy dedicated models as endpoints +- **Account operations** — Login, UI-based configuration, model marketplace, usage and quota, rate-limit increases, team seat management +- **Plan onboarding** — Connect subscription plans such as Token Plan to the CLI and common coding agents in one step -- **Text chat** — Qwen3.8-max: major gains in agentic coding, frontend coding, and vibe coding -- **Multimodal (Omni)** — Full omni-modal support across text + image + audio + video -- **Image generation & editing** — Qwen-Image 3.0: pro text rendering, photorealism, strong semantic adherence, multi-image composition -- **Video generation & editing** — happyhorse-1.1 series: text-/image-/reference-to-video and natural-language video editing (up to 9-image reference) -- **Speech synthesis & recognition** — CosyVoice streaming TTS, voice cloning from 5–20s samples; FunAudio-ASR covers 30 languages including 7 Chinese dialects and 20+ Mandarin accents -- **Image & video understanding** — Qwen-VL: long-form video analysis, chart/document parsing, visual reasoning, multilingual OCR -- **Coding agent setup** — Configure Claude Code, Qwen Code, OpenCode, OpenClaw, Hermes Agent, or Codex to use DashScope with `bl config agent` +> **Note:** App orchestration, training & deployment, account operations, and plan onboarding are currently available only to China site (aliyun.com) account holders and are not yet supported for international / global site accounts. -> **Note:** The features below are currently available only to China site (aliyun.com) account holders and are not yet supported for international / global site accounts. - -- **Knowledge base & memory** — Multimodal RAG retrieval and cross-session memory for personalized, coherent dialogue -- **App calls** — Invoke agents and workflows already published on Aliyun Model Studio -- **MCP integration** — Orchestrate Bailian MCP servers: list services, inspect tools, and invoke any tool directly from the terminal -- **Web search** — Real-time internet retrieval for up-to-date, accurate answers -- **Model recommendation** — Describe your scenario and get best-fit model suggestions; supports scoped search, model comparison, and alternative discovery -- **Fine-tuning & deployment** — Upload datasets, create text/audio/image fine-tune jobs (`finetune text|audio|image create`; text covers SFT/LoRA/DPO/CPT), probe job status non-blockingly (`finetune watch`), query per-model training capability (`finetune capability`), and deploy trained models as endpoints (`deploy text|audio|image create`) -- **Console capabilities** — Browse the model marketplace (`model list`) and Bailian apps (`app list`), review a unified usage view (`usage summary`), check free-tier quota (`usage free`), view model usage statistics (`usage stats`), manage workspaces (`workspace list`), and manage rate limits (`quota list/request/check/history`) -- **Local file auto-upload** — Every URL parameter accepts a local path; uploaded to free temp storage with 48-hour validity - -## Showcase: One-Sentence Cinematic Video +## Showcase 1: A Cinematic Short Film from One Sentence
@@ -56,129 +45,77 @@ Equip your AI Agent out-of-the-box with these capabilities, composable across co
A complete **2-minute, 16:9 cinematic short film** — produced end-to-end from a single natural-language sentence, with **zero manual editing**. This showcase demonstrates how an AI Agent can compose a multi-step creative pipeline by orchestrating three primitives:
- **[Qwen Code](https://github.com/QwenLM/qwen-code)** — the agentic coding model that interprets the user's intent and drives the workflow
-- **[Aliyun Model Studio CLI](https://bailian.console.aliyun.com/cli?source_channel=cli_github&)** — invokes **HappyHorse 1.1**, Aliyun Model Studio's text-/image-/reference-to-video generation model
+- **[Aliyun Model Studio CLI](https://github.com/modelstudioai/cli/)** — invokes **HappyHorse 1.1**, Aliyun Model Studio's text-/image-/reference-to-video generation model
- **[spark-video Skill](https://github.com/JohnKeating1997/spark-video)** — handles scene decomposition, storyboarding, shot continuity, and final stitching
### The single prompt
> _"Generate a roughly 2-minute video in Japanese cinematic style — a sweet, innocent first-love story about a high-school girl. The plot should be heart-fluttering enough to make viewers want to fall in love. Aspect ratio: 16:9."_
->
-> _(Original: "帮我生成一段日系影视风格,高中女生的青涩初恋故事,剧情高甜,让人看了想谈恋爱,2分钟左右的视频,尺寸是16:9")_
-
-### How it works
-
-1. **Qwen Code** parses the request, plans the narrative beats, and decides which tools to call.
-2. The **spark-video Skill** breaks the story into shots, writes per-shot prompts, and enforces visual continuity (characters, lighting, palette, lens language).
-3. **`bl video generate`** dispatches each shot to **HappyHorse 1.1** in parallel.
-4. The skill stitches all clips back together into a single 16:9 / ~2-min deliverable.
-
-No timeline scrubbing. No frame-by-frame editing. Just one sentence → one video.
-
-## Installation
-```bash
-# Recommended — no Node required
-curl -fsSL https://bailian.aliyun.com/cli/install.sh | bash
+## Showcase 2: A Short-Film Director Managed Agent from One Sentence
-# Windows (PowerShell)
-irm https://bailian.aliyun.com/cli/install.ps1 | iex
+
+
+ 👆 Click the cover to play the full demo
@@ -53,130 +41,80 @@ _专为 AI Agent 打造,每个命令均可作为结构化工具调用。_
👆 点击封面播放完整 2 分钟演示
+
+ 👆 点击封面播放完整演示
@@ -56,129 +45,77 @@ Equip your AI Agent out-of-the-box with these capabilities, composable across co
A complete **2-minute, 16:9 cinematic short film** — produced end-to-end from a single natural-language sentence, with **zero manual editing**. This showcase demonstrates how an AI Agent can compose a multi-step creative pipeline by orchestrating three primitives:
- **[Qwen Code](https://github.com/QwenLM/qwen-code)** — the agentic coding model that interprets the user's intent and drives the workflow
-- **[Aliyun Model Studio CLI](https://bailian.console.aliyun.com/cli?source_channel=cli_github&)** — invokes **HappyHorse 1.1**, Aliyun Model Studio's text-/image-/reference-to-video generation model
+- **[Aliyun Model Studio CLI](https://github.com/modelstudioai/cli/)** — invokes **HappyHorse 1.1**, Aliyun Model Studio's text-/image-/reference-to-video generation model
- **[spark-video Skill](https://github.com/JohnKeating1997/spark-video)** — handles scene decomposition, storyboarding, shot continuity, and final stitching
### The single prompt
> _"Generate a roughly 2-minute video in Japanese cinematic style — a sweet, innocent first-love story about a high-school girl. The plot should be heart-fluttering enough to make viewers want to fall in love. Aspect ratio: 16:9."_
->
-> _(Original: "帮我生成一段日系影视风格,高中女生的青涩初恋故事,剧情高甜,让人看了想谈恋爱,2分钟左右的视频,尺寸是16:9")_
-
-### How it works
-
-1. **Qwen Code** parses the request, plans the narrative beats, and decides which tools to call.
-2. The **spark-video Skill** breaks the story into shots, writes per-shot prompts, and enforces visual continuity (characters, lighting, palette, lens language).
-3. **`bl video generate`** dispatches each shot to **HappyHorse 1.1** in parallel.
-4. The skill stitches all clips back together into a single 16:9 / ~2-min deliverable.
-
-No timeline scrubbing. No frame-by-frame editing. Just one sentence → one video.
-
-## Installation
-```bash
-# Recommended — no Node required
-curl -fsSL https://bailian.aliyun.com/cli/install.sh | bash
+## Showcase 2: A Short-Film Director Managed Agent from One Sentence
-# Windows (PowerShell)
-irm https://bailian.aliyun.com/cli/install.ps1 | iex
+
+
+ 👆 Click the cover to play the full demo
@@ -53,130 +41,80 @@ _专为 AI Agent 打造,每个命令均可作为结构化工具调用。_
👆 点击封面播放完整 2 分钟演示
+
+ 👆 点击封面播放完整演示
+
+
+
## Links
| Resource | URL |
@@ -237,11 +181,3 @@ Config file location: `~/.bailian/config.json`
| Get API Key | https://bailian.console.aliyun.com/cn-beijing/?source_channel=key_github&tab=app#/api-key |
| Get Token Plan API Key | https://bailian.console.aliyun.com/cn-beijing?tab=plan#/efm/subscription/overview |
| Get AccessKey | https://ram.console.aliyun.com/manage/ak |
-
-## Changelog
-
-Release notes for every version live in [CHANGELOG.md](https://github.com/modelstudioai/cli/blob/main/CHANGELOG.md).
-
-## Contributing
-
-Bug reports, feature requests, and PRs are welcome. See [CONTRIBUTING.md](https://github.com/modelstudioai/cli/blob/main/CONTRIBUTING.md) for developer setup, repo layout, and the workflow for adding or changing commands.
diff --git a/README.zh.md b/README.zh.md
index d09397c..aa00be9 100644
--- a/README.zh.md
+++ b/README.zh.md
@@ -22,28 +22,16 @@ _专为 AI Agent 打造,每个命令均可作为结构化工具调用。_
## 功能特性
-让您的 AI Agent 开箱即具备以下能力,并可在复杂任务中自动组合调用:
+- **模型生成** — 文本、图像、视频、语音全模态生成,支持编辑与参考生成
+- **素材理解** — 图像、文档、音频、长视频的解析与问答
+- **应用编排** — 调用百炼已发布的 Managed Agent、智能体和工作流,接入知识库、记忆库、联网搜索与 MCP 工具
+- **模型训推** — 数据集校验上传、模型精调、专属模型部署上线
+- **账号运维** — 授权登录、界面化配置、模型市场、用量与额度、限流提额、团队席位管理
+- **套餐接入** — 支持 Token Plan 等订阅计划一键接到 CLI 和常见 Coding Agent
-- **文本对话** — Qwen3.8-max:Agentic coding、前端编程、Vibe coding 等能力显著增强
-- **全模态对话** — 文本 + 图像 + 音频 + 视频全模态支持
-- **图像生成与编辑** — Qwen-Image 3.0:专业文字渲染、真实质感、强语义遵循、多图合成
-- **视频生成与编辑** — happyhorse-1.1 系列,支持文生 / 图生 / 参考生(最多 9 张图参考)/ 自然语言视频编辑
-- **语音合成与识别** — CosyVoice 实时流式合成,5-20s 样本即可克隆;FunAudio-ASR 覆盖 30 种语种,含汉语七大方言与 20+ 口音官话
-- **图像与视频理解** — Qwen-VL:长视频解析、复杂图表与文档识别、视觉推理、多语种 OCR
-- **Coding Agent 配置** — 使用 `bl config agent` 将 Claude Code、Qwen Code、OpenCode、OpenClaw、Hermes Agent 或 Codex 配置为使用 DashScope
+> **注意:** 应用编排、模型训推、账号运维和套餐接入目前仅支持中国站(aliyun.com)账号,暂不支持国际站 / 全球站账号。
-> **注意:** 以下功能目前仅对中国站(aliyun.com)账号开放,国际站 / 全球站账号暂不支持。
-
-- **知识库与记忆库** — 多模态 RAG 检索 + 跨会话记忆,提供个性化连贯对话体验
-- **应用调用** — 调用已发布在阿里云百炼平台上的智能体与工作流应用
-- **MCP 集成** — 统一调度百炼 MCP 服务:列出服务、查看工具、直接在终端调用任意工具
-- **联网搜索** — 实时互联网信息检索,提升回答准确性及时效性
-- **模型推荐** — 描述你的场景,智能推荐最适合的模型;支持限定范围搜索、模型对比和替代发现
-- **微调与部署** — 上传数据集、创建文本/音频/图像调优任务(`finetune text|audio|image create`;文本涵盖 SFT/LoRA/DPO/CPT)、非阻塞探测任务状态(`finetune watch`)、按模型查训练能力(`finetune capability`),并把训练好的模型部署为推理服务(`deploy text|audio|image create`)
-- **控制台能力** — 浏览模型市场(`model list`)和百炼应用(`app list`),查看统一用量视图(`usage summary`),查询模型免费额度(`usage free`),查看模型用量统计(`usage stats`),管理业务空间(`workspace list`),管理限流与提额(`quota list/request/check/history`)
-- **本地文件自动上传** — 所有 URL 参数同时支持本地路径,免费临时存储 48 小时
-
-## 示例:一句话生成一部电影短片
+## 示例 1:一句话生成一部电影短片
+
+
+
## 相关链接
| 资源 | 地址 |
@@ -237,11 +180,3 @@ bl update --to 0.1.14
| 获取 API Key | https://bailian.console.aliyun.com/cn-beijing/?source_channel=key_github&tab=app#/api-key |
| 获取 Token Plan API Key | https://bailian.console.aliyun.com/cn-beijing?tab=plan#/efm/subscription/overview |
| 获取 AccessKey | https://ram.console.aliyun.com/manage/ak |
-
-## 更新日志
-
-每个版本的变更详情记录在 [CHANGELOG.zh.md](https://github.com/modelstudioai/cli/blob/main/CHANGELOG.zh.md)。
-
-## 参与贡献
-
-欢迎提 Issue、Feature Request 和 PR。开发环境搭建、仓库结构、新增/修改命令的工作流请见 [CONTRIBUTING.zh.md](https://github.com/modelstudioai/cli/blob/main/CONTRIBUTING.zh.md)。
diff --git a/docs/agents/auth-change.md b/docs/agents/auth-change.md
index 7f17373..b11a1f9 100644
--- a/docs/agents/auth-change.md
+++ b/docs/agents/auth-change.md
@@ -25,7 +25,7 @@ defineCommand({ auth }) → runtime/authStage → ctx.client → command.run(ctx
当前 command 鉴权域(`AuthRequirement`):
- `apiKey` — DashScope / OpenAI-compatible 模型域,用 API key 与 model base URL
-- `console` — Bailian Console Gateway,用 console access token + region/site/switchAgent/workspace
+- `console` — Bailian Console Gateway,用 console access token + region/site/switchAgent;`workspace_id` 是独立的 Settings 作用域,不属于 credential
- `openapi` — 阿里云 OpenAPI 签名域,用 AccessKey ID/Secret 调用 Token Plan 等 OpenAPI
- `none` — 本地命令、登录/配置类命令、无需 credential 的命令
@@ -35,7 +35,7 @@ defineCommand({ auth }) → runtime/authStage → ctx.client → command.run(ctx
- `bl auth login --api-key ...` 只更新 `api_key` / `base_url`
- `bl auth login --console` 只更新 `access_token` 以及回调携带的 console 作用域字段
-- `bl auth login --open-api ...` 只更新 `access_key_id` / `access_key_secret`
+- `bl auth login --open-api ...` 更新 `access_key_id` / `access_key_secret`,同时会调用 OpenAPI 生成 CLI `access_token` 并一并写入;即一次 `--open-api` 登录同时产生 `openapi` 与 `console` 域凭证
- `bl auth logout --console` 只清 `access_token`
- `bl auth logout --open-api` 只清 `access_key_id` / `access_key_secret` / `security_token`
- `bl auth logout` 清 `api_key` + `base_url` + `access_token` + `access_key_*`
@@ -78,6 +78,9 @@ defineCommand({ auth }) → runtime/authStage → ctx.client → command.run(ctx
- 如新增鉴权域,扩展 `AuthRequirement`
- 更新 `credentialFlagDefs()` 暴露该域可见的 flag
- 必要时新增 `*_AUTH_FLAGS`
+ - `workspace_id` 是作用域字段而非 credential,不要把它放进 `ConsoleCredential`;读取方式按命令 `auth` 域区分:
+ - `auth: "console"` 命令通过 `CONSOLE_AUTH_FLAGS` 自动获得 `--workspace-id`,由 `buildSettings()` 解析到 `settings.workspaceId`,命令统一从 `settings.workspaceId` 读取
+ - `auth: "apiKey"`/`"openapi"`/`"none"` 命令如需 `--workspace-id`,必须自声明 flag;因它不会进入 credential/global flags,命令从 `ctx.flags.workspaceId` 读取(可回退到 `settings.workspaceId`)
- [ ] `packages/core/src/auth/types.ts`:
- 新增 credential 类型 / source / scope 字段
- [ ] `packages/core/src/auth/resolver.ts`:
@@ -131,6 +134,8 @@ defineCommand({ auth }) → runtime/authStage → ctx.client → command.run(ctx
## 完成后自查
+本仓库同时存在 `bl`(packages/cli) 与 `kscli`(packages/kscli) 两个入口,二者共享 core/runtime 鉴权链路,但暴露的命令不同。如果改动会影响两个入口共用的命令或错误提示,再分别验证它们各自实际暴露的路径;不要假设 `kscli` 也有 `bl auth *` 命令。
+
```sh
# 各种凭证组合
unset DASHSCOPE_API_KEY ALIBABA_CLOUD_ACCESS_KEY_ID ALIBABA_CLOUD_ACCESS_KEY_SECRET
@@ -150,9 +155,11 @@ Console 登录/网关相关改动:
```sh
pnpm -F bailian-cli exec tsx src/main.ts auth login --console
-pnpm -F bailian-cli exec tsx src/main.ts usage stats --dry-run --output json
+pnpm -F bailian-cli exec tsx src/main.ts usage stats --dry-run --output json --workspace-id ws-xxx
```
+注意:`usage stats --dry-run` 仍会先校验 workspace,必须传入 `--workspace-id`(或 `BAILIAN_WORKSPACE_ID` / config `workspace_id`)。
+
## 常见漏点
- ✗ 加了新 token 来源但忘了改 resolver 优先级,实际不生效
diff --git a/packages/cli/README.md b/packages/cli/README.md
index bced4e7..dc019ef 100644
--- a/packages/cli/README.md
+++ b/packages/cli/README.md
@@ -13,8 +13,9 @@
---
-_Chat with Qwen, generate images & videos, understand images, call agents,_
-_manage memory, search the web — all from your terminal._
+_Chat with Qwen, generate and edit images and videos, understand images, synthesize_
+_and recognize speech, call apps, manage memory, retrieve knowledge, search the web —_
+_every AI capability, one command away._
_Built for AI Agents. Every command works as a structured tool call._
@@ -22,28 +23,16 @@ _Built for AI Agents. Every command works as a structured tool call._
## Features
-Equip your AI Agent out-of-the-box with these capabilities, composable across complex tasks:
+- **Model generation** — Full-modality generation across text, image, video, and speech, with editing and reference-based generation
+- **Asset understanding** — Parse and ask questions about images, documents, audio, and long videos
+- **App orchestration** — Call Managed Agents, agents, and workflows published on Aliyun Model Studio, wired to knowledge bases, memory, web search, and MCP tools
+- **Training & deployment** — Validate and upload datasets, fine-tune models, deploy dedicated models as endpoints
+- **Account operations** — Login, UI-based configuration, model marketplace, usage and quota, rate-limit increases, team seat management
+- **Plan onboarding** — Connect subscription plans such as Token Plan to the CLI and common coding agents in one step
-- **Text chat** — Qwen3.8-max: major gains in agentic coding, frontend coding, and vibe coding
-- **Multimodal (Omni)** — Full omni-modal support across text + image + audio + video
-- **Image generation & editing** — Qwen-Image 3.0: pro text rendering, photorealism, strong semantic adherence, multi-image composition
-- **Video generation & editing** — happyhorse-1.1 series: text-/image-/reference-to-video and natural-language video editing (up to 9-image reference)
-- **Speech synthesis & recognition** — CosyVoice streaming TTS, voice cloning from 5–20s samples; FunAudio-ASR covers 30 languages including 7 Chinese dialects and 20+ Mandarin accents
-- **Image & video understanding** — Qwen-VL: long-form video analysis, chart/document parsing, visual reasoning, multilingual OCR
-- **Coding agent setup** — Configure Claude Code, Qwen Code, OpenCode, OpenClaw, Hermes Agent, or Codex to use DashScope with `bl config agent`
+> **Note:** App orchestration, training & deployment, account operations, and plan onboarding are currently available only to China site (aliyun.com) account holders and are not yet supported for international / global site accounts.
-> **Note:** The features below are currently available only to China site (aliyun.com) account holders and are not yet supported for international / global site accounts.
-
-- **Knowledge base & memory** — Multimodal RAG retrieval and cross-session memory for personalized, coherent dialogue
-- **App calls** — Invoke agents and workflows already published on Aliyun Model Studio
-- **MCP integration** — Orchestrate Bailian MCP servers: list services, inspect tools, and invoke any tool directly from the terminal
-- **Web search** — Real-time internet retrieval for up-to-date, accurate answers
-- **Model recommendation** — Describe your scenario and get best-fit model suggestions; supports scoped search, model comparison, and alternative discovery
-- **Fine-tuning & deployment** — Upload datasets, create text/audio/image fine-tune jobs (`finetune text|audio|image create`; text covers SFT/LoRA/DPO/CPT), probe job status non-blockingly (`finetune watch`), query per-model training capability (`finetune capability`), and deploy trained models as endpoints (`deploy text|audio|image create`)
-- **Console capabilities** — Browse the model marketplace (`model list`) and Bailian apps (`app list`), review a unified usage view (`usage summary`), check free-tier quota (`usage free`), view model usage statistics (`usage stats`), manage workspaces (`workspace list`), and manage rate limits (`quota list/request/check/history`)
-- **Local file auto-upload** — Every URL parameter accepts a local path; uploaded to free temp storage with 48-hour validity
-
-## Showcase: One-Sentence Cinematic Video
+## Showcase 1: A Cinematic Short Film from One Sentence
+
+
+
## Links
| Resource | URL |
@@ -237,11 +181,3 @@ Config file location: `~/.bailian/config.json`
| Get API Key | https://bailian.console.aliyun.com/cn-beijing/?source_channel=key_github&tab=app#/api-key |
| Get Token Plan API Key | https://bailian.console.aliyun.com/cn-beijing?tab=plan#/efm/subscription/overview |
| Get AccessKey | https://ram.console.aliyun.com/manage/ak |
-
-## Changelog
-
-Release notes for every version live in [CHANGELOG.md](https://github.com/modelstudioai/cli/blob/main/CHANGELOG.md).
-
-## Contributing
-
-Bug reports, feature requests, and PRs are welcome. See [CONTRIBUTING.md](https://github.com/modelstudioai/cli/blob/main/CONTRIBUTING.md) for developer setup, repo layout, and the workflow for adding or changing commands.
diff --git a/packages/cli/README.zh.md b/packages/cli/README.zh.md
index d09397c..aa00be9 100644
--- a/packages/cli/README.zh.md
+++ b/packages/cli/README.zh.md
@@ -22,28 +22,16 @@ _专为 AI Agent 打造,每个命令均可作为结构化工具调用。_
## 功能特性
-让您的 AI Agent 开箱即具备以下能力,并可在复杂任务中自动组合调用:
+- **模型生成** — 文本、图像、视频、语音全模态生成,支持编辑与参考生成
+- **素材理解** — 图像、文档、音频、长视频的解析与问答
+- **应用编排** — 调用百炼已发布的 Managed Agent、智能体和工作流,接入知识库、记忆库、联网搜索与 MCP 工具
+- **模型训推** — 数据集校验上传、模型精调、专属模型部署上线
+- **账号运维** — 授权登录、界面化配置、模型市场、用量与额度、限流提额、团队席位管理
+- **套餐接入** — 支持 Token Plan 等订阅计划一键接到 CLI 和常见 Coding Agent
-- **文本对话** — Qwen3.8-max:Agentic coding、前端编程、Vibe coding 等能力显著增强
-- **全模态对话** — 文本 + 图像 + 音频 + 视频全模态支持
-- **图像生成与编辑** — Qwen-Image 3.0:专业文字渲染、真实质感、强语义遵循、多图合成
-- **视频生成与编辑** — happyhorse-1.1 系列,支持文生 / 图生 / 参考生(最多 9 张图参考)/ 自然语言视频编辑
-- **语音合成与识别** — CosyVoice 实时流式合成,5-20s 样本即可克隆;FunAudio-ASR 覆盖 30 种语种,含汉语七大方言与 20+ 口音官话
-- **图像与视频理解** — Qwen-VL:长视频解析、复杂图表与文档识别、视觉推理、多语种 OCR
-- **Coding Agent 配置** — 使用 `bl config agent` 将 Claude Code、Qwen Code、OpenCode、OpenClaw、Hermes Agent 或 Codex 配置为使用 DashScope
+> **注意:** 应用编排、模型训推、账号运维和套餐接入目前仅支持中国站(aliyun.com)账号,暂不支持国际站 / 全球站账号。
-> **注意:** 以下功能目前仅对中国站(aliyun.com)账号开放,国际站 / 全球站账号暂不支持。
-
-- **知识库与记忆库** — 多模态 RAG 检索 + 跨会话记忆,提供个性化连贯对话体验
-- **应用调用** — 调用已发布在阿里云百炼平台上的智能体与工作流应用
-- **MCP 集成** — 统一调度百炼 MCP 服务:列出服务、查看工具、直接在终端调用任意工具
-- **联网搜索** — 实时互联网信息检索,提升回答准确性及时效性
-- **模型推荐** — 描述你的场景,智能推荐最适合的模型;支持限定范围搜索、模型对比和替代发现
-- **微调与部署** — 上传数据集、创建文本/音频/图像调优任务(`finetune text|audio|image create`;文本涵盖 SFT/LoRA/DPO/CPT)、非阻塞探测任务状态(`finetune watch`)、按模型查训练能力(`finetune capability`),并把训练好的模型部署为推理服务(`deploy text|audio|image create`)
-- **控制台能力** — 浏览模型市场(`model list`)和百炼应用(`app list`),查看统一用量视图(`usage summary`),查询模型免费额度(`usage free`),查看模型用量统计(`usage stats`),管理业务空间(`workspace list`),管理限流与提额(`quota list/request/check/history`)
-- **本地文件自动上传** — 所有 URL 参数同时支持本地路径,免费临时存储 48 小时
-
-## 示例:一句话生成一部电影短片
+## 示例 1:一句话生成一部电影短片
+
+
+
## 相关链接
| 资源 | 地址 |
@@ -237,11 +180,3 @@ bl update --to 0.1.14
| 获取 API Key | https://bailian.console.aliyun.com/cn-beijing/?source_channel=key_github&tab=app#/api-key |
| 获取 Token Plan API Key | https://bailian.console.aliyun.com/cn-beijing?tab=plan#/efm/subscription/overview |
| 获取 AccessKey | https://ram.console.aliyun.com/manage/ak |
-
-## 更新日志
-
-每个版本的变更详情记录在 [CHANGELOG.zh.md](https://github.com/modelstudioai/cli/blob/main/CHANGELOG.zh.md)。
-
-## 参与贡献
-
-欢迎提 Issue、Feature Request 和 PR。开发环境搭建、仓库结构、新增/修改命令的工作流请见 [CONTRIBUTING.zh.md](https://github.com/modelstudioai/cli/blob/main/CONTRIBUTING.zh.md)。