Bailian CLI

A command-line tool built for AI Agents — invoke Alibaba Cloud Bailian's full-modal AI capabilities from your terminal with a single instruction.

Bailian CLI is a command-line tool built for AI Agents. It exposes Alibaba Cloud Bailian's full-modal capabilities as structured tool calls. Once installed and authenticated, a single natural-language instruction lets your Agent orchestrate 10+ atomic capabilities — text chat, image and video generation, speech synthesis and recognition, knowledge retrieval, long-term memory, and more. It is compatible with mainstream Agent frameworks such as Claude Code, Qwen Code, OpenCode, Cursor, and Codex.

Capabilities

CLI commands are organized by product line: model invocation, training and deployment, Agent infrastructure, and platform management and tools.

Model invocation:

• Text Chat & Omni — Text generation and Omni multimodal interaction
• Image Generation & Editing — Image generation and multi-image composition
• Video Generation & Editing — Text-to-video, image-to-video, reference-to-video, video editing
• Speech Synthesis & Recognition — TTS and ASR
• Vision Understanding — Image, document, and video parsing
• ParseX Document Parsing — Document and media parsing, structured field extraction
• Batch Inference — CSV to JSONL conversion, asynchronous batch tasks, and result downloads
• Decision Model — Typed decision inference with probabilities

Training and deployment:

• Dataset Management — Upload, validate, and manage datasets
• Fine-tuning — Create text, audio, image, and video fine-tuning jobs
• Deployment — Create text, audio, image deployments and throughput reservations
• Model Import — Import custom models from OSS and manage import jobs

Agent infrastructure:

• Managed Agent — Agent lifecycle, sessions, and state management
• Flow Agent — Agent apps and workflow invocation
• RAG — Knowledge base semantic search and RAG Q&A
• Memory — Long-term memory and user profiles
• Web Search — Real-time internet retrieval
• MCP & Skill — MCP orchestration and skill management
• Sandbox — Sandbox instance and template lifecycle

Platform management and tools:

• Usage & Quota — Usage stats, rate limits, and permissions
• Monitoring, Logs & Alerts — Call monitoring, logs, and alert rules
• Configuration & Tools — Auth, profiles, and general tools

Start here

• Installation & Auth — Install the CLI and Skills, configure authentication, and verify
• Quickstart — Onboard in 3 steps and send your Agent its first request
• Changelog — Version changes and newly added capabilities

Resources

• Playground: try capabilities in the console without installing
• GitHub repository: source, issues, and full documentation