alicloud-ai-search-text-embedding
CommunityGenerate text embeddings from Model Studio.
Authorcinience
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the need to convert textual data into numerical vector representations, essential for semantic understanding and efficient data retrieval in AI applications.
Core Features & Use Cases
- Text Embedding Generation: Creates vector embeddings for semantic search, RAG, clustering, and offline vectorization.
- Model Variety: Supports multiple versions of Alibaba Cloud's text embedding models, including
text-embedding-v4,text-embedding-v3,text-embedding-v2,text-embedding-v1, and Qwen-based embeddings. - Use Case: Generate embeddings for product descriptions to power a semantic search engine, allowing users to find products using natural language queries.
Quick Start
Use the alicloud-ai-search-text-embedding skill to generate text embeddings for the phrase "Alibaba Cloud Model Studio".
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: alicloud-ai-search-text-embedding Download link: https://github.com/cinience/alicloud-skills/archive/main.zip#alicloud-ai-search-text-embedding Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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