010: Dynamic models II — smart generation, LLM enrichment, discover endpoint

CLAUDE.md

@@ -271,6 +271,8 @@ These are the target patterns for adapting Synmetrix and client-v2:
 - In-memory Map caches only (no DB changes) (008-hasura-proxy)
 - JavaScript (ES modules), Node.js 22+ + Express 4.18.2 (CubeJS routes), `@cubejs-backend/clickhouse-driver` (wraps `@clickhouse/client` ^1.12.0), `smartdataHQ/toolkit` (jsonstat-toolkit fork, zero deps), React 18 + Vite + Ant Design 5 (client-v2) (009-query-output)
 - N/A — no database schema changes. Query results are transient. (009-query-output)
+- JavaScript (ES modules), Node.js 22+ + Cube.js v1.6.x (CubeJS service), Express 4.18.2, `openai` npm v6.x (NEW), React 18 + Vite + Ant Design 5 (client-v2), URQL (GraphQL client) (010-dynamic-models-ii)
+- PostgreSQL via Hasura (versions, dataschemas), ClickHouse (profiling target — read-only) (010-dynamic-models-ii)
 
 ## Recent Changes
 - 001-dev-environment: Added TypeScript (ES2022, Node16 modules) — matches + oclif (CLI framework), zx (shell execution)

services/actions/src/rpc/smartGenSchemas.js

@@ -12,6 +12,11 @@ export default async (session, input, headers) => {
     merge_strategy: mergeStrategy,
     profile_data: profileData,
     dry_run: dryRun,
+    filters,
+    file_name: fileName,
+    cube_name: cubeName,
+    selected_ai_metrics: selectedAIMetrics,
+    selected_columns: selectedColumns,
   } = input || {};
 
   const userId = session?.["x-hasura-user-id"];
@@ -32,6 +37,11 @@ export default async (session, input, headers) => {
       mergeStrategy,
       profileData,
       dryRun,
+      filters,
+      file_name: fileName,
+      cube_name: cubeName,
+      selected_ai_metrics: selectedAIMetrics,
+      selected_columns: selectedColumns,
     });
 
     return result;

services/actions/src/rpc/updateTeamSettings.js

@@ -3,6 +3,14 @@ import { invalidateAllUserCaches } from "../utils/cubeCache.js";
 import { fetchGraphQL } from "../utils/graphql.js";
 import { isPortalAdmin } from "../utils/portalAdmin.js";
 
+const getTeamQuery = `
+  query GetTeamSettings($team_id: uuid!) {
+    teams_by_pk(id: $team_id) {
+      settings
+    }
+  }
+`;
+
 const updateTeamSettingsMutation = `
   mutation ($team_id: uuid!, $settings: jsonb!) {
     update_teams_by_pk(pk_columns: {id: $team_id}, _set: {settings: $settings}) {
@@ -94,10 +102,22 @@ export default async (session, input, headers) => {
       };
     }
 
+    // Read current settings and merge to avoid overwriting existing keys
+    const currentRes = await fetchGraphQL(getTeamQuery, { team_id: teamId });
+    const currentSettings = currentRes?.data?.teams_by_pk?.settings || {};
+    const merged = { ...currentSettings };
+    for (const [key, value] of Object.entries(settings)) {
+      if (value === null) {
+        delete merged[key];
+      } else {
+        merged[key] = value;
+      }
+    }
+
     // Update team settings
     const res = await fetchGraphQL(
       updateTeamSettingsMutation,
-      { team_id: teamId, settings },
+      { team_id: teamId, settings: merged },
       headers?.authorization
     );
 

services/cubejs/package.json

@@ -49,6 +49,7 @@
     "jsum": "^2.0.0-alpha.3",
     "node-gyp": "^9.3.1",
     "nodemon": "^2.0.2",
+    "openai": "^6.29.0",
     "pg": "^8.7.1",
     "pg-connection-string": "^2.2.0",
     "ramda": "^0.29.0",