Category: provider
Model Studio Rerank
Validation
mkdir -p output/alicloud-ai-search-rerank python -m py_compile skills/ai/search/alicloud-ai-search-rerank/scripts/prepare_rerank_request.py && echo "py_compile_ok" > output/alicloud-ai-search-rerank/validate.txt
Pass criteria: command exits 0 and output/alicloud-ai-search-rerank/validate.txt is generated.
Critical model names
Use one of these exact model strings:
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gte-rerank-v2
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gte-rerank
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gte-multilingual-rerank
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qwen3-reranker-8b
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qwen3-reranker-4b
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qwen3-reranker-0.6b
Quick start
python skills/ai/search/alicloud-ai-search-rerank/scripts/prepare_rerank_request.py
--query "cloud vector database"
--output output/alicloud-ai-search-rerank/request.json
Notes
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Use after embedding/vector retrieval to reorder candidates.
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Prefer multilingual rerankers when query/document languages differ.
References
- references/sources.md