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Aliyun Qwen Rerank

by @cinience

Use when reranking search candidates is needed with Alibaba Cloud Model Studio rerank models, including hybrid retrieval, top-k refinement, and multilingual...

Versionv1.0.0
Downloads505
TERMINAL
clawhub install aliyun-qwen-rerank

πŸ“– About This Skill


name: aliyun-qwen-rerank description: Use when reranking search candidates is needed with Alibaba Cloud Model Studio rerank models, including hybrid retrieval, top-k refinement, and multilingual relevance sorting. version: 1.0.0

Category: provider

Model Studio Rerank

Validation

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

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

Critical model names

Use one of these exact model strings:

  • gte-rerank-v2
  • gte-rerank
  • gte-multilingual-rerank
  • qwen3-reranker-8b
  • qwen3-reranker-4b
  • qwen3-reranker-0.6b
  • Quick start

    python skills/ai/search/aliyun-qwen-rerank/scripts/prepare_rerank_request.py \
      --query "cloud vector database" \
      --output output/aliyun-qwen-rerank/request.json
    

    Notes

  • Use after embedding/vector retrieval to reorder candidates.
  • Prefer multilingual rerankers when query/document languages differ.
  • References

  • references/sources.md
  • πŸ’‘ Examples

    python skills/ai/search/aliyun-qwen-rerank/scripts/prepare_rerank_request.py \
      --query "cloud vector database" \
      --output output/aliyun-qwen-rerank/request.json
    

    πŸ“‹ Tips & Best Practices

  • Use after embedding/vector retrieval to reorder candidates.
  • Prefer multilingual rerankers when query/document languages differ.
  • πŸ”’ Constraints

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

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