Build 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 AliCloud Milvus (serverless) with PyMilvus to create collections, insert vectors, and run filtered similarity search. Optimized for Claude Code/Codex vector retrieval flows.

Use 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 Document Mind (DocMind) via Node.js SDK to submit document parsing jobs and poll results. Designed for Claude Code/Codex document understanding workflows.

Manage Alibaba Cloud TongyiTranslate (AnyTrans) via OpenAPI/SDK. Use for listing resources, creating or updating configurations, querying status, and troubleshooting workflows for this product.

Generate reference-based videos with Alibaba Cloud Model Studio Wan R2V models (wan2.6-r2v-flash, wan2.6-r2v). Use when creating multi-shot videos from reference video/image material, preserving character style, or documenting reference-to-video request/response flows.

Generate videos with Model Studio DashScope SDK using Wan i2v models (wan2.6-i2v-flash, wan2.6-i2v, wan2.6-i2v-us). Use when implementing or documenting video.generate requests/responses, mapping prompt/negative_prompt/duration/fps/size/seed/reference_image/motion_strength, or integrating video generation into the video-agent pipeline.

Manage Alibaba Cloud Backup and Disaster Recovery Center (BDRC) via OpenAPI/SDK. Use whenever the user needs backup/disaster-recovery resource operations, including inventory, policy/configuration changes, status checks, and troubleshooting BDRC workflows.

Manage Alibaba Cloud Cloud Backup (HBR) via OpenAPI/SDK. Use whenever the user asks for backup lifecycle operations such as resource listing, policy/config updates, job status queries, and troubleshooting HBR backup or restore workflows.

Manage Alibaba Cloud Elastic Compute Service (ECS) via OpenAPI/SDK. Use for listing or creating instances, starting/stopping/rebooting, managing disks/snapshots/images/security groups/key pairs/ENIs, querying status, and troubleshooting workflows for this product.

Manage Function Compute AgentRun resources via OpenAPI (runtime, sandbox, model, memory, credentials). Use for creating runtimes/endpoints, querying status, and troubleshooting AgentRun workflows.

Manage Alibaba Cloud Simple Application Server (SWAS OpenAPI 2020-06-01) resources end-to-end. Use for querying instances, starting/stopping/rebooting, executing commands (cloud assistant), managing disks/snapshots/images, firewall rules/templates, key pairs, tags, monitoring, and lightweight database operations.

Manage Alibaba Cloud DataAnalysisGBI via OpenAPI/SDK. Use whenever the user needs DataAnalysisGBI resource lifecycle operations, configuration changes, status inspection, or troubleshooting for analytics service workflows.

Manage Alibaba Cloud Data Lake Formation (DataLake) via OpenAPI/SDK. Use whenever the user asks for DataLake catalog resource operations, configuration updates, status queries, or troubleshooting DataLake API workflows.

Manage Alibaba Cloud Data Lake Formation (DlfNext) via OpenAPI/SDK. Use whenever the user needs DLF Next catalog/governance resource operations, including listing resources, create/update flows, status checks, and troubleshooting metadata workflow issues.

Manage Alibaba Cloud AnalyticDB for MySQL (ADB) via OpenAPI/SDK. Use whenever the user needs AnalyticDB resource lifecycle and configuration operations, status checks, or troubleshooting ADB API and cluster workflow issues.

Manage Alibaba Cloud RDS Supabase (RDS AI Service 2025-05-07) via OpenAPI. Use for creating, starting/stopping/restarting instances, resetting passwords, querying endpoints/auth/storage, configuring auth/RAG/SSL/IP whitelist, and listing instance details or conversations.

Manage Alibaba Cloud RDS Supabase (RDS AI Service 2025-05-07) via OpenAPI. Use for creating, starting/stopping/restarting instances, resetting passwords, querying endpoints/auth/storage, configuring auth/RAG/SSL/IP whitelist, and listing instance details or conversations.

Query and troubleshoot logs in Alibaba Cloud Log Service (SLS) using query|analysis syntax and the Python SDK. Use for time-bounded log search, error investigation, and root-cause analysis workflows.

Benchmark similar product documentation and API documentation across Alibaba Cloud, AWS, Azure, GCP, Tencent Cloud, Volcano Engine, and Huawei Cloud. Given one product keyword, auto-discover latest official docs/API links, score quality consistently, and output detailed prioritized improvement recommendations.

Manage Alibaba Cloud Security Center (Sas) via OpenAPI/SDK. Use whenever the user needs Security Center resource operations, configuration updates, status queries, and troubleshooting Sas API or security workflow issues.

Manage Alibaba Cloud Cloud Firewall (Cloudfw) via OpenAPI/SDK. Use whenever the user requests firewall policy/resource operations, change management, status checks, or troubleshooting Cloud Firewall API workflows.

Manage Alibaba Cloud Content Moderation (Green) via OpenAPI/SDK. Use whenever the user needs content moderation resource and policy operations, including list/create/update actions, status inspection, and troubleshooting moderation workflow failures.

Manage Alibaba Cloud ID Verification (Cloudauth) via OpenAPI/SDK. Use whenever the user is working on identity-verification resource operations, config updates, status checks, or troubleshooting Cloudauth API workflows.