alicloud-ai-search-opensearch

Category: provider Use the ha3engine SDK to push documents and execute HA/SQL searches. This skill focuses on API/SDK usage only (no console steps). Environment variables: Optional args: --cluster , --hit , --query . Pass criteria: command exits 0 and output/alicloud-ai-search-opensearch/validate.txt is generated. SDK package: alibabacloud-ha3engine Demos: data push and HA/SQL search demos in OpenSearch docs Source list: references/sources.md - Install SDK (recommended in a venv to avoid PEP 668 limits): - Provide connection config via environment variables: - OPENSEARCH_ENDPOINT (API domain) - OPENSEARCH_INSTANCE_ID - OPENSEARCH_USERNAME - OPENSEARCH_PASSWORD - OPENSEARCH_DATASOURCE (data source name) - OPENSEARCH_PK_FIELD (primary key field name) - OPENSEARCH_ENDPOINT - OPENSEARCH_INSTANCE_ID - OPENSEARCH_USERNAME - OPENSEARCH_PASSWORD - OPENSEARCH_DATASOURCE - OPENSEARCH_PK_FIELD (optional, default id ) - OPENSEARCH_CLUSTER (optional, default general ) - Use push_documents for add/delete updates. - Large query strings (>30KB) should use the RESTful search API. - HA queries are fast and flexible for vector + keyword retrieval; SQL is helpful for structured data. - Auth errors: verify username/password and instance access.