alicloud-ai-search-rerank

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🇺🇸

Original

English

🇨🇳

Translation

Chinese

Category: provider

分类：服务商

Model Studio Rerank

Model Studio 重排序

Validation

验证

bash

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.

bash

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

通过标准：命令执行返回0且生成

output/alicloud-ai-search-rerank/validate.txt

文件。

Critical model names

关键模型名称

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
```

请使用以下精确模型字符串之一：

```
gte-rerank-v2
```
```
gte-rerank
```
```
gte-multilingual-rerank
```
```
qwen3-reranker-8b
```
```
qwen3-reranker-4b
```
```
qwen3-reranker-0.6b
```

Quick start

快速开始

bash

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

bash

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

注意事项

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

在嵌入/向量检索后使用，用于对候选结果重新排序。
当查询/文档语言不同时，优先使用多语言重排序模型。

References

参考资料

```
references/sources.md
```

```
references/sources.md
```