aliyun-qwen-rerank

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

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Repository: cinience/alicloud-skills
Last source activity: April 27, 2026 at 22:35
Detected SKILL.md language: English
Stars: 396
Forks: 35

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SKILL.md

Source instructions · Read-only preview

Back to search Back to installation

alicloud-acs-agent-sandbox

Bootstrap, create, connect to, operate, secure, scale, upgrade, troubleshoot, inspect, and tear down Alibaba Cloud Container Compute Service (ACS) Agent Sandbox environments. Use for zero-to-Sandbox deployments from VPC and ACS cluster creation, Sandbox, SandboxSet, SandboxClaim, Checkpoint, SandboxUpdateOps, E2B SDK integration, tenant API keys and quotas, OSS or NAS CSI mounts, TrafficPolicy and SecurityProfile controls, SandboxGateway routing, Prometheus monitoring, ACK-based deployments, or ACK One multi-cluster fleet operations.

2026-08-11

alicloud-acs-cluster

Create, inspect, connect to, inventory, and delete Alibaba Cloud Container Compute Service (ACS) clusters through the official CS OpenAPI. Use when Codex must bootstrap an ACS cluster from an existing VPC and VSwitches, obtain a short-lived KubeConfig, verify cluster readiness, inspect associated cloud resources, change deletion protection, or perform an explicitly confirmed full cluster teardown.

2026-08-11

alicloud-acs-agent-sandbox-test

Smoke test for the ACS Agent Sandbox skill, validating structure, inspector execution, and a bounded read-only cluster inventory.

2026-08-11

View all from this repository

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

aliyun-qwen-rerank

Source facts

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More from this repository

More from this repository

Model Studio Rerank

Validation

Critical model names

Quick start

Notes

References

Model Studio Rerank

Validation

Critical model names

Quick start

Notes

References