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Aliyun Qwen Text Embedding

  • 50 installs
  • 396 repo stars
  • Updated July 18, 2026
  • cinience/alicloud-skills

Generate text embeddings with Alibaba Cloud Model Studio models for semantic search, RAG, clustering, and offline vectorization pipelines.

About

Uses Model Studio text embedding models to produce vectors for semantic search, RAG, and clustering. A developer uses it to embed text for retrieval and offline vectorization pipelines.

  • text-embedding-v4/v3 and qwen3-embedding variants
  • Targets semantic search, RAG, and clustering

Aliyun Qwen Text Embedding by the numbers

  • 50 all-time installs (skills.sh)
  • Ranked #7,298 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
  • Data as of Aug 5, 2026 (Skillselion catalog sync)
npx skills add https://github.com/cinience/alicloud-skills --skill aliyun-qwen-text-embedding

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Listed on Skillselion
Installs50
repo stars396
Last updatedJuly 18, 2026
Repositorycinience/alicloud-skills

What it does

Generate text embeddings with Alibaba Cloud Model Studio models for semantic search, RAG, clustering, and offline vectorization pipelines.

Files

SKILL.mdMarkdownGitHub ↗

Category: provider

Model Studio Text Embedding

Validation

mkdir -p output/aliyun-qwen-text-embedding
python -m py_compile skills/ai/search/aliyun-qwen-text-embedding/scripts/prepare_embedding_request.py && echo "py_compile_ok" > output/aliyun-qwen-text-embedding/validate.txt

Pass criteria: command exits 0 and output/aliyun-qwen-text-embedding/validate.txt is generated.

Critical model names

Use one of these exact model strings as needed:

  • text-embedding-v4
  • text-embedding-v3
  • text-embedding-v2
  • text-embedding-v1
  • qwen3-embedding-8b
  • qwen3-embedding-4b
  • qwen3-embedding-0.6b

Quick start

python skills/ai/search/aliyun-qwen-text-embedding/scripts/prepare_embedding_request.py \
  --text "Alibaba Cloud Model Studio" \
  --output output/aliyun-qwen-text-embedding/request.json

Notes

  • Pair this skill with skills/ai/search/aliyun-dashvector-search/ or other vector-store skills.
  • For image or multimodal embeddings, add dedicated multimodal embedding coverage separately.

References

  • references/sources.md

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