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Alicloud Ai Search Text Embedding

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

Prepares text-embedding requests for Alibaba Cloud Model Studio models for semantic search, RAG, clustering, and offline vectorization.

About

Builds text-embedding requests against Alibaba Cloud Model Studio embedding models. A developer uses it for semantic search, retrieval-augmented generation, clustering, or offline vectorization pipelines.

  • Targets Model Studio text-embedding models with exact model strings
  • Includes py_compile validation and evidence output

Alicloud Ai Search Text Embedding by the numbers

  • 94 all-time installs (skills.sh)
  • Ranked #4,644 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 alicloud-ai-search-text-embedding

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Listed on Skillselion
Installs94
repo stars396
Last updatedJuly 18, 2026
Repositorycinience/alicloud-skills

What it does

Prepares text-embedding requests for Alibaba Cloud Model Studio models for semantic search, RAG, clustering, and offline vectorization.

Files

SKILL.mdMarkdownGitHub ↗

Category: provider

Model Studio Text Embedding

Validation

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

Pass criteria: command exits 0 and output/alicloud-ai-search-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/alicloud-ai-search-text-embedding/scripts/prepare_embedding_request.py \
  --text "Alibaba Cloud Model Studio" \
  --output output/alicloud-ai-search-text-embedding/request.json

Notes

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

References

  • references/sources.md

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