Add Azure AI Search support

[hectorvent]

Title

Add Azure AI Search support

Description

Implement Azure AI Search support inside floci-az.

The purpose is local index + document + query — the Azure counterpart of AWS OpenSearch / CloudSearch. Apps create indexes, push documents, and run queries against the emulator.

ARM provider: Microsoft.Search/searchServices. Data plane: index management, document upload/merge/delete, and the search/suggest/autocomplete query API at /indexes/{name}/docs.

Suggested capabilities:

• Search service CRUD (ARM) + admin/query API keys
• Index CRUD (fields, analyzers, scoring profiles)
• Document index batch (upload / merge / delete)
• Query API: full-text search, filters (OData $filter), $orderby, facets, suggest/autocomplete

floci-az notes: strong candidate to back with a real Elasticsearch / OpenSearch sidecar (reuse the aks / redis sidecar lifecycle, ContainerBuilder + ContainerLifecycleManager) and translate the Azure Search wire protocol onto it. High complexity.

Official Documentation

• https://learn.microsoft.com/en-us/azure/search/
• https://learn.microsoft.com/en-us/rest/api/searchservice/

Azure SDK for Java

• Data plane: com.azure:azure-search-documents — https://learn.microsoft.com/en-us/java/api/overview/azure/search-documents-readme
• Management: com.azure.resourcemanager:azure-resourcemanager-search

Azure REST API Specs

• https://github.com/Azure/azure-rest-api-specs/tree/main/specification/search

[yaswanthkumarch]

@hectorvent please assign this to me. I’ll take it up.