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

Alibaba Cloud's Bailian CLI is an open-source AI Agent command-line tool designed specifically for intelligent agent scenarios. With a single command, developers can enable the agent to automatically access over 150 multimodal models, 10+ applications, and knowledge bases from the Alibaba Cloud Bailian platform...

What is Alibaba Cloud's Hundred Refinements CLI?

Alibaba Cloud's Bailian CLI is an open-source AI Agent command-line tool designed specifically for intelligent agent scenarios. With a single command, developers can enable their agents to automatically invoke over 150 multimodal models, 10+ applications and knowledge bases, memory, and network search capabilities from the Alibaba Cloud Bailian platform. It is natively compatible with mainstream agent frameworks such as Claude Code, Qoder, and OpenClaw, supporting full-modal task invocation and structured output for text, images, video, and audio, enabling transitions from single-point model invocation to multi-capability collaborative orchestration.

The main functions of Alibaba Cloud's Bailian CLI

  • Multimodal model invocationIt supports one-click access to 150+ models, covering full-modal capabilities such as text generation, visual understanding, speech synthesis and recognition, multimodal interaction, image generation and editing, and video generation and editing.
  • Applications and Data ServicesIt provides enterprise-level data and application services such as knowledge base retrieval, persistent storage in the memory bank, workflow invocation, and intelligent agent invocation.
  • Agent tool capabilitiesIt features four core capabilities: built-in online search, temporary file upload (URL valid for 48 hours), model quota query, and automatic API documentation integration.
  • Mainstream framework compatibilityIt 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 orchestrationIt supports the combination and orchestration of capabilities such as models, applications, knowledge bases, memory, network search, and file processing to achieve a complete task flow from single-point invocation to multi-capability collaboration.

How to use Alibaba Cloud Hundred Refinements CLI

  • Install CLIEnter commands in the Agent tool to instruct the Agent to read... https://bailian.aliyun.com/cli/install.md Follow the instructions to install Alibaba Cloud's Bailian CLI.
  • Get API KeyAccess the Alibaba Cloud Bailian console to obtain your personal API Key, which will be used for subsequent authentication configuration.
  • Complete authenticationProvide the Agent with an API Key so that it can automatically perform authentication configuration and bind the account.
  • Start usingSimply input natural language task instructions (such as generating e-commerce main images, storybooks, videos, etc.), and the Agent will automatically call upon Bailian's capabilities to complete the delivery.

Alibaba Cloud's Hundred Refinements CLI core advantages

  • Simplified accessInstallation and authentication can be completed with just one command, allowing the Agent to automatically connect to Alibaba Cloud's full suite of AI capabilities without requiring developers to manually configure complex APIs.
  • Full modal coverageIt can uniformly call 150+ models, covering full-modal capabilities such as text, image, video, voice, and visual understanding, to meet the diverse task needs of agents.
  • Native Agent AdaptationDesigned specifically for agent scenarios, it is natively compatible with mainstream frameworks such as Claude Code, Qoder, OpenClaw, and Hermes Agent, and is plug-and-play.
  • Complex capability orchestrationIt supports the combination and orchestration of capabilities such as models, applications, knowledge bases, memory, network search, and file processing to achieve a complete task flow from single-point invocation to multi-capability collaboration.
  • Structured outputProvides structured return results that are easy for agents to parse, supports automated tool calls and task chain orchestration, and reduces the complexity of agent integration.

Alibaba Cloud Hundred Refinements CLI project address

  • Project official websitehttps://bailian.console.aliyun.com/cli

Comparison of Alibaba Cloud's Bailian CLI with similar competing products

Dimension Alibaba Cloud CLI Claude Code
Product Positioning The cloud platform's AI capability command-line entry point is specifically designed for agents to call Alibaba Cloud's full suite of multimodal services. An AI-powered coding assistant designed specifically for developers' daily programming, code refactoring, and engineering tasks.
Core Competencies It can call 150+ multimodal models, knowledge base retrieval, memory management, network search, image/video/speech generation and editing, and workflow orchestration. Code refactoring, file editing, terminal command execution, Git operations, code repository understanding, test execution, and multi-file collaboration.
Model support Covers over 150 Alibaba Cloud Refined Models, including qwen3.7-max, qwen3-vl-plus, cosyvoice-v3-flash, and happyhorse-1.0. Only supports Anthropic Claude series models (Claude 3.5/4, etc.)
How to use After a single command installs authentication, the Agent can automatically invoke cloud platform capabilities to complete tasks via natural language commands. Interactive terminal dialogue allows direct manipulation of the local code repository and development environment.
Applicable Scenarios E-commerce marketing material generation, multimodal content production, enterprise intelligent customer service, and complex AI workflow orchestration Software development, code review, bug fixing, legacy code maintenance, engineering automation
Modal coverage Full-modal: text, image, video, voice, visual understanding, audio-visual interaction It primarily uses text and supports image upload and analysis, but lacks video/audio generation capabilities.

Application scenarios of Alibaba Cloud's Hundred Refinements CLI

  • E-commerce marketing automationThe 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 productionInput natural language commands, and the Agent will automatically arrange text, image, and video generation capabilities to deliver professional-grade content such as storybooks, podcasts, and short videos.
  • Enterprise Intelligent Customer ServiceBy combining knowledge base retrieval, cross-session memory, and online search, we can build an enterprise-level intelligent assistant with business context understanding.
  • Complex workflow orchestrationIt combines and orchestrates capabilities such as models, applications, knowledge bases, memory, and file processing to achieve automated task flows that go from single-point calls to multi-capability collaboration.
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