alicloud-ai-search-text-embedding

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🇺🇸

Original

English

🇨🇳

Translation

Chinese

Category: provider

类别：供应商

Model Studio Text Embedding

Model Studio 文本嵌入

Validation

验证

bash

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.

bash

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

通过标准：命令执行退出码为0，且生成

output/alicloud-ai-search-text-embedding/validate.txt

文件。

Critical model names

关键模型名称

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
```

根据需要使用以下精确模型字符串之一：

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

Quick start

快速开始

bash

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

bash

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

注意事项

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.

请将本技能与
```
skills/ai/search/alicloud-ai-search-dashvector/
```
或其他向量存储技能配合使用。
若需图像或多模态嵌入，请单独添加专门的多模态嵌入能力。

References

参考资料

```
references/sources.md
```

```
references/sources.md
```