SuperAPI AI Directory
Partner with us中文AI newsFavorites
DirectoryNews and tutorials

Alibaba Cloud Bailian CLI - Alibaba Cloud's open-source AI Agent command-line tool

Author: AI小集 · Original source: AI工具集

What is Alibaba Cloud Bailian CLI

Alibaba Cloud Bailian CLI is Alibaba Cloud's open-source AI Agent command-line tool, designed specifically for agent scenarios. With a single command, developers can enable the Agent to automatically call the full suite of capabilities of the Alibaba Cloud Bailian platform, including 150+ multimodal models, 10+ applications, knowledge bases, memory, and web search. It is natively compatible withClaude Code、Qoder、OpenClawand other mainstream Agent frameworks, supporting the invocation and structured output of full-modality tasks such as text, images, video, and speech, enabling everything from single-point model invocation to multi-capability collaborative orchestration.

Alibaba Cloud Bailian CLI

Main features of Alibaba Cloud Bailian CLI

  • Multimodal model invocation: Supports one-click invocation of 150+ models, covering full-modality capabilities such as text generation, visual understanding, speech synthesis and recognition, full-modality interaction, image generation and editing, and video generation and editing.
  • Application and data services: Provides enterprise-grade data and application services such as knowledge base retrieval, persistent memory storage, workflow invocation, and agent invocation.
  • Agent tool capabilities: Built-in four major tool capabilities: web search, temporary file upload (URL valid for 48 hours), model quota query, and automatic API documentation integration.
  • Mainstream framework compatibility: Natively adapts to mainstream AI Agent frameworks such as Claude Code, Qoder, Qwen Code, OpenClaw, and Hermes Agent, and can be integrated with a single command.
  • Complex capability orchestration: Supports combining and orchestrating capabilities such as models, applications, knowledge bases, memory, web search, and file processing to achieve a complete task flow from single-point invocation to multi-capability collaboration.

How to use Alibaba Cloud Bailian CLI

  • Install the CLI: Enter instructions in the Agent tool and have the Agent read https://bailian.aliyun.com/cli/install.md and follow the instructions to complete the installation of Alibaba Cloud Bailian CLI.
  • Obtain the API Key: Visit the Alibaba Cloud Bailian console to obtain your personal API Key for subsequent authentication configuration.
  • Complete authentication: Provide the API Key to the Agent so that it can automatically perform authentication configuration and bind the account.
  • Start using: Directly enter natural language task instructions (such as generating e-commerce main images, storybooks, videos, etc.), and the Agent will automatically invoke Bailian capabilities to complete the delivery.

Core advantages of Alibaba Cloud Bailian CLI

  • Minimal integration: Installation and authentication can be completed with just one command, allowing the Agent to automatically access the full suite of Alibaba Cloud Bailian AI capabilities without developers having to manually configure complex APIs.
  • Full-modality coverage: Unified invocation of 150+ models, covering full-modality capabilities such as text, images, video, speech, and visual understanding, meeting the diverse task needs of Agents.
  • Native Agent adaptation: Designed specifically for Agent scenarios, natively compatible with mainstream frameworks such as Claude Code, Qoder, OpenClaw, and Hermes Agent, plug and play.
  • Complex capability orchestration: Supports composing and orchestrating capabilities such as models, applications, knowledge bases, memory, web search, and file processing, enabling a complete task flow from single-point invocation to multi-capability collaboration.
  • Structured output: Provides structured return results that are easy for Agents to parse, supports automated tool invocation and task chain orchestration, and reduces Agent integration complexity.

Project address of Alibaba Cloud Model Studio CLI

  • Project official website：https://bailian.console.aliyun.com/cli

Comparison of Alibaba Cloud Model Studio CLI with similar competing products

Dimension Alibaba Cloud Model Studio CLI Claude Code
Product positioning A command-line entry point for cloud platform AI capabilities, designed specifically for Agents to invoke the full suite of Alibaba Cloud Model Studio multimodal services A terminal AI coding assistant, designed specifically for developers' daily programming, code refactoring, and engineering tasks
Core capabilities Invoke 150+ multimodal models, knowledge base retrieval, memory management, web search, image/video/speech generation and editing, workflow orchestration Code refactoring, file editing, terminal command execution, Git operations, codebase understanding, test running, multi-file collaboration
Model support Covers 150+ Alibaba Cloud Model Studio models including qwen3.7-max, qwen3-vl-plus, cosyvoice-v3-flash, happyhorse-1.0, etc. Only supports the Anthropic Claude series models (Claude 3.5/4, etc.)
Usage method After installation and authentication with a single command, use natural language instructions to let the Agent automatically invoke cloud platform capabilities to complete tasks Interactive terminal conversations, directly operating the local codebase and development environment
Applicable scenarios E-commerce marketing material generation, multimodal content production, enterprise intelligent customer service, complex AI workflow orchestration Software development, code review, Bug fixing, legacy code maintenance, engineering automation
Modality coverage Full modality: text, images, video, speech, visual understanding, audio-video interaction Mainly text, supports image upload and analysis, but does not have video/speech generation capabilities

Application scenarios of Alibaba Cloud Model Studio CLI

  • E-commerce marketing automation: The Agent reads local product images, automatically invokes image generation and editing capabilities, and outputs a complete set of multi-view e-commerce main images and marketing materials.
  • Multimodal content production: Input natural language instructions, and the Agent automatically orchestrates text, image, and video generation capabilities to complete professional-grade content delivery such as storybooks, podcasts, and short videos.
  • Enterprise intelligent customer service: Combines knowledge base retrieval, cross-session memory, and web search to build an enterprise-grade intelligent assistant with business context understanding.
  • Complex workflow orchestration: Combine and orchestrate capabilities such as models, applications, knowledge bases, memory, and file processing to implement automated task flows from single-point invocation to multi-capability collaboration.