Use when managing Alibaba Cloud AIRec (Airec) via OpenAPI/SDK, including the user needs recommendation-engine resource operations in Alibaba Cloud, including list/create/update flows, status inspection, and troubleshooting AIRec configuration or runtime issues.
Use when a task needs Alibaba Cloud Model Studio Qwen Deep Research models to plan multi-step investigation, run iterative web research, and produce structured reports with citations or evidence summaries.
Use when building vector retrieval with DashVector using the Python SDK. Use when creating collections, upserting docs, and running similarity search with filters in Claude Code/Codex.
Use when working with AliCloud Milvus (serverless) with PyMilvus to create collections, insert vectors, and run filtered similarity search. Optimized for Claude Code/Codex vector retrieval flows.
Use when working with OpenSearch vector search edition via the Python SDK (ha3engine) to push documents and run HA/SQL searches. Ideal for RAG and vector retrieval pipelines in Claude Code/Codex.
Use when multimodal embeddings are needed from Alibaba Cloud Model Studio models such as qwen3-vl-embedding for image, video, and text retrieval, cross-modal search, clustering, or offline vectorization pipelines.
Use when reranking search candidates is needed with Alibaba Cloud Model Studio rerank models, including hybrid retrieval, top-k refinement, and multilingual relevance sorting.
Use when text embeddings are needed from Alibaba Cloud Model Studio models for semantic search, retrieval-augmented generation, clustering, or offline vectorization pipelines.
Use when managing Alibaba Cloud Contact Center AI (ContactCenterAI) via OpenAPI/SDK, including the task involves Contact Center AI resource lifecycle operations, configuration changes, status queries, or troubleshooting failed ContactCenterAI API calls.
Use when managing Alibaba Cloud Cloud Call Center (CCC) via OpenAPI/SDK, including the user is working on CCC operations such as instance/resource management, configuration updates, status checks, and troubleshooting call-center API workflows.
Use when managing Alibaba Cloud beebot (Chatbot) via OpenAPI/SDK, including the user asks to configure, query, or troubleshoot Alibaba Cloud chatbot resources, including bot inventory, configuration changes, status checks, and API-level diagnostics.
Use when working with Document Mind (DocMind) via Node.js SDK to submit document parsing jobs and poll results. Designed for Claude Code/Codex document understanding workflows.
Use when generating or reasoning over text with Alibaba Cloud Model Studio Qwen flagship text models (qwen3-max, qwen3.5-plus, qwen3.5-flash, snapshots, and compatible open-source variants). Use when building chat, agent, tool-calling, or long-context text generation workflows on Model Studio.
Use when managing Alibaba Cloud TongyiTranslate (AnyTrans) via OpenAPI/SDK, including the user needs translation service resource operations in Alibaba Cloud, including list/create/update actions, task status checks, and troubleshooting AnyTrans API workflows.
Use when generating dance or motion-transfer videos with Alibaba Cloud Model Studio AnimateAnyone (animate-anyone-gen2) using a detected character image and an action template. Use when cloning motion from a dance/action video into a target character image.
Use when generating expressive portrait videos from a person image and speech audio with Alibaba Cloud Model Studio EMO (emo-v1). Use when creating non-Wan avatar clips with stronger expression style control from a detected portrait image.
Use when generating template-driven emoji videos with Alibaba Cloud Model Studio Emoji (emoji-v1) from a detected portrait image. Use when producing fixed-style meme or emoji motion clips from a single face image and a selected template ID.
Use when generating videos from a single first-frame image with DashScope HappyHorse 1.0 image-to-video model (happyhorse-1.0-i2v). Use when implementing first-frame video generation with optional text guidance via the video-synthesis async API on Alibaba Cloud Model Studio.
Use when generating videos that fuse 1-9 reference images with DashScope HappyHorse 1.0 reference-to-video model (happyhorse-1.0-r2v). Use when implementing multi-subject reference-to-video synthesis where prompts cite the input images as character1..N via the video-synthesis async API.
Use when generating videos from text prompts with DashScope HappyHorse 1.0 text-to-video model (happyhorse-1.0-t2v). Use when implementing pure text-to-video synthesis via the video-synthesis async API on Alibaba Cloud Model Studio.
Use when editing videos with DashScope HappyHorse 1.0 video editing model (happyhorse-1.0-video-edit). Use when implementing instruction-based video editing such as style transfer or local replacement, optionally guided by 0-5 reference images, via the video-synthesis async API on Alibaba Cloud Model Studio.
Use when generating videos with Kling v3 models on DashScope (kling/kling-v3-video-generation, kling/kling-v3-omni-video-generation). Use when implementing text-to-video, image-to-video, reference-to-video, smart storyboard, or video editing via the video-synthesis async API.
Use when generating lightweight talking-head portrait videos with Alibaba Cloud Model Studio LivePortrait (liveportrait) from a detected portrait image and speech audio. Use when you need long-form or simple broadcast-style portrait animation beyond the typical short expressive models.
Use when generating videos with Alibaba Cloud Model Studio PixVerse models (pixverse/pixverse-v5.6-t2v, pixverse/pixverse-v5.6-it2v, pixverse/pixverse-v5.6-kf2v, pixverse/pixverse-v5.6-r2v). Use when building non-Wan text-to-video, first-frame image-to-video, keyframe-to-video, or multi-image reference-to-video…