feat(gooddata-sdk): [AUTO] add LLM provider action wrappers and workspace AI endpoints

[yenkins-admin]

Add SDK wrapper methods for 6 new LLM provider action-layer endpoints introduced by the LlmEndpoint-to-LlmProvider refactoring in gdc-nas.

Problem: P023 | Workflow: https://github.com/gooddata/gdc-nas/actions/runs/23194184862

What changed in gdc-nas

A multi-phase refactoring replaced the legacy LlmEndpoint entity with a new provider-based routing model (LlmProvider, LlmProviderConfig, LlmProviderAuth) across metadata-api, afm-exec-api, and gen-ai. New provider-type-specific config schemas (OpenAI, AWS Bedrock, Azure Foundry) were introduced along with new action endpoints.

Key commits:

• 9de47d8 — Foundation: adds LlmProvider entity CRUD in metadata-api with provider configs and OpenAPI specs
• 9f7515e — Adds LLM provider test endpoints to afm-exec-api (testLlmProvider, testLlmProviderById)
• e3391f7 — Adds override support to the by-ID test endpoint (TestLlmProviderByIdRequest)
• 62d7974 — Adds title generation for Analytics Catalog (generateTitle)
• 6fe3b97 — Adds listModels endpoints (listLlmProviderModels, listLlmProviderModelsById)
• 5dad98f — Fixes LLM provider auth test and base URL handling
• f15a954 — Updates listModels descriptions and Azure Foundry config
• 31290c9 — Gates LlmEndpoint/LlmProvider behind feature flag
• 075d22d — Makes referencedObjects nullable in Chat
• a19eb19 — Deprecates LlmEndpoint in favor of LlmProvider
• 699c75c — Adds resolveLlmProviders endpoint with model support and FF gating

What was implemented in SDK

Added wrapper methods for 6 new action-layer endpoints split across two services:

CatalogOrganizationService (org-scoped endpoints):

• test_llm_provider(request) → POST /api/v1/actions/ai/llmProvider/test
• test_llm_provider_by_id(llm_provider_id, request) → POST /api/v1/actions/ai/llmProvider/{id}/test
• list_llm_provider_models(request) → POST /api/v1/actions/ai/llmProvider/listModels
• list_llm_provider_models_by_id(llm_provider_id, request) → POST /api/v1/actions/ai/llmProvider/{id}/listModels

CatalogWorkspaceService (workspace-scoped endpoints):

• resolve_llm_providers(workspace_id) → GET /api/v1/actions/workspaces/{workspaceId}/ai/resolveLlmProviders
• generate_title(workspace_id, request) → POST /api/v1/actions/workspaces/{workspaceId}/ai/analyticsCatalog/generateTitle

New Catalog model classes added:

• CatalogTestLlmProviderDefinitionRequest, CatalogTestLlmProviderByIdRequest, CatalogTestLlmProviderResponse
• CatalogListLlmProviderModelsRequest, CatalogListLlmProviderModelsResponse
• CatalogResolvedLlm, CatalogResolvedLlmProvider, CatalogResolvedLlmEndpoint, CatalogResolvedLlms
• CatalogGenerateTitleRequest, CatalogGenerateTitleResponse

All new classes exported from gooddata_sdk.__init__.py.

Files modified

• packages/gooddata-sdk/src/gooddata_sdk/catalog/organization/entity_model/llm_provider.py
• packages/gooddata-sdk/src/gooddata_sdk/catalog/organization/service.py
• packages/gooddata-sdk/src/gooddata_sdk/catalog/workspace/service.py
• packages/gooddata-sdk/src/gooddata_sdk/__init__.py
• packages/gooddata-sdk/src/gooddata_sdk/catalog/workspace/entity_model/llm_resolved.py (new)
• packages/gooddata-sdk/src/gooddata_sdk/catalog/workspace/entity_model/analytics_catalog.py (new)
• packages/gooddata-sdk/tests/catalog/test_catalog_organization.py
• packages/gooddata-sdk/tests/catalog/test_catalog_workspace.py

JIRA: PENDING (Jira ticket will be created after review)
Risk: Low