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Alicloud Ai Search Opensearch Test

  • 158 installs
  • 396 repo stars
  • Updated July 18, 2026
  • cinience/alicloud-skills

Validate Alibaba Cloud AI Search OpenSearch indexing, query relevance, and retrieval behavior before production rollout.

About

Tests Alibaba Cloud AI Search against OpenSearch to confirm indexing, semantic retrieval, and query responses behave correctly. Helps teams catch relevance regressions, misconfigured indexes, and API contract breaks before shipping search features.

  • OpenSearch query validation
  • AI search relevance checks
  • Alibaba Cloud AI Search integration
  • Pre-launch regression coverage
  • Retrieval pipeline smoke tests

Alicloud Ai Search Opensearch Test by the numbers

  • 158 all-time installs (skills.sh)
  • Ranked #865 of 2,153 Testing & QA skills by installs in the Skillselion catalog
  • Data as of Aug 5, 2026 (Skillselion catalog sync)
npx skills add https://github.com/cinience/alicloud-skills --skill alicloud-ai-search-opensearch-test

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Listed on Skillselion
Installs158
repo stars396
Last updatedJuly 18, 2026
Repositorycinience/alicloud-skills

What it does

Validate Alibaba Cloud AI Search OpenSearch indexing, query relevance, and retrieval behavior before production rollout.

Files

SKILL.mdMarkdownGitHub ↗

Category: service

Cloud Backup

Use Alibaba Cloud OpenAPI (RPC) with official SDKs or OpenAPI Explorer to manage resources for Cloud Backup.

Workflow

1) Confirm region, resource identifiers, and desired action. 2) Discover API list and required parameters (see references). 3) Call API with SDK or OpenAPI Explorer. 4) Verify results with describe/list APIs.

AccessKey priority (must follow)

1) Environment variables: ALIBABACLOUD_ACCESS_KEY_ID / ALIBABACLOUD_ACCESS_KEY_SECRET / ALIBABACLOUD_REGION_ID Region policy: ALIBABACLOUD_REGION_ID is an optional default. If unset, decide the most reasonable region for the task; if unclear, ask the user. 2) Shared config file: ~/.alibabacloud/credentials

API discovery

  • Product code: hbr
  • Default API version: 2017-09-08
  • Use OpenAPI metadata endpoints to list APIs and get schemas (see references).

High-frequency operation patterns

1) Inventory/list: prefer List* / Describe* APIs to get current resources. 2) Change/configure: prefer Create* / Update* / Modify* / Set* APIs for mutations. 3) Status/troubleshoot: prefer Get* / Query* / Describe*Status APIs for diagnosis.

Minimal executable quickstart

Use metadata-first discovery before calling business APIs:

python scripts/list_openapi_meta_apis.py

Optional overrides:

python scripts/list_openapi_meta_apis.py --product-code <ProductCode> --version <Version>

The script writes API inventory artifacts under the skill output directory.

Output policy

If you need to save responses or generated artifacts, write them under: output/aliyun-hbr-backup/

Validation

mkdir -p output/aliyun-hbr-backup
for f in skills/backup/aliyun-hbr-backup/scripts/*.py; do
  python3 -m py_compile "$f"
done
echo "py_compile_ok" > output/aliyun-hbr-backup/validate.txt

Pass criteria: command exits 0 and output/aliyun-hbr-backup/validate.txt is generated.

Output And Evidence

  • Save artifacts, command outputs, and API response summaries under output/aliyun-hbr-backup/.
  • Include key parameters (region/resource id/time range) in evidence files for reproducibility.

Prerequisites

  • Configure least-privilege Alibaba Cloud credentials before execution.
  • Prefer environment variables: ALIBABACLOUD_ACCESS_KEY_ID, ALIBABACLOUD_ACCESS_KEY_SECRET, optional ALIBABACLOUD_REGION_ID.
  • If region is unclear, ask the user before running mutating operations.

References

  • Sources: references/sources.md

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