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Aliyun Qwen Rerank

Name: Aliyun Qwen Rerank
Author: cinience

作者 cinience · GitHub ↗ · v1.0.0 · MIT-0

cross-platform ✓ 安全检测通过

113

总下载

当前安装

版本数

在 OpenClaw 中安装

/install aliyun-qwen-rerank

功能描述

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

使用说明 (SKILL.md)

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

安全使用建议

This skill is lightweight and simply builds a local request.json for Alibaba Cloud rerank models — it does not contact any external service or request credentials itself. Before using it in a pipeline, verify the component that will send the request to Model Studio: that component will need Alibaba Cloud credentials and will actually transmit your queries/documents (so avoid including sensitive secrets or PII in documents unless you trust that connector). If you expect the skill to perform the network call, note it currently does not; you'll need a separate, authenticated integration to call Model Studio.

功能分析

Type: OpenClaw Skill Name: aliyun-qwen-rerank Version: 1.0.0 The skill bundle is a legitimate utility for preparing request payloads for Alibaba Cloud's Model Studio rerank models. The Python script `scripts/prepare_rerank_request.py` performs basic JSON formatting without any network activity or sensitive data access, and the instructions in `SKILL.md` are consistent with standard tool usage and validation.

能力评估

✓ Purpose & Capability

The name/description promise (reranking with Alibaba Cloud Model Studio rerank models) matches the files: SKILL.md documents usage and the script constructs a rerank request payload and lists valid model names. There are no unrelated environment variables, binaries, or config paths requested.

✓ Instruction Scope

SKILL.md instructions and the included Python script are narrowly scoped: they validate Python compilation, create an output directory, and write a minimal request.json containing query, model, and candidate documents. The instructions do not read other system files, call external endpoints, or access environment variables.

✓ Install Mechanism

There is no install spec (instruction-only with a small script). Nothing is downloaded or extracted, and no external packages or package manager installs are requested.

✓ Credentials

The skill declares no required environment variables or credentials. The behavior (preparing a local payload) does not require secrets. Note: actually sending the payload to Alibaba Cloud would require credentials, but this skill does not perform that network call or request those credentials.

✓ Persistence & Privilege

always is false and the skill doesn't request persistent privileges or modify other skills or system-wide settings. It only writes its own output file under output/aliyun-qwen-rerank.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install aliyun-qwen-rerank
安装完成后，直接呼叫该 Skill 的名称或使用 /aliyun-qwen-rerank 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v1.0.0

Initial release—integrates Alibaba Cloud Model Studio rerank models: - Supports reranking for hybrid retrieval, top-k refinement, and multilingual relevance sorting. - Compatible with six critical models, including gte-rerank and qwen3-reranker variants. - Provides a validation script to ensure proper setup. - Includes quick start and usage notes for typical rerank workflows.

元数据

Slug aliyun-qwen-rerank

版本 1.0.0

许可证 MIT-0

累计安装 0

当前安装数 0

历史版本数 1

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