Enhance-error-handling-BackendAcademy

BackendAcademy/src/ai/ai.module.ts

@@ -19,6 +19,7 @@ const aiProviderFactory = {
 
 @Module({
   controllers: [AiController],
+  //ai controller
   providers: [AiService, PromptTemplateService, aiProviderFactory],
   exports: [AiService, PromptTemplateService],
 })

BackendAcademy/src/ai/ai.service.ts

@@ -215,6 +215,59 @@ export class AiService {
     };
   }
 
+
+  async getRecommendation(userId: string): Promise<AiRecommendationResponse> {
+    const snapshot = this.redisService
+      ? await this.redisService.getUserSnapshot(userId)
+      : null;
+
+    if (!snapshot) {
+      return {
+        userId,
+        recommendations: [],
+        explainability: {
+          factors: ['insufficient_data'],
+          confidence: 0.1,
+          userSignalAge: 0,
+          signalsUsed: [],
+          modelVersion: 'rustacademy-recommender-v2',
+        },
+        generatedAt: new Date(),
+      };
+    }
+
+    const explainability = this.redisService
+      ? await this.redisService.getRecommendationExplainability(userId)
+      : null;
+
+    const recommendedCourses = snapshot.recentCourses.length > 0
+      ? snapshot.recentCourses.slice(0, 3)
+      : ['rust-fundamentals', 'smart-contracts-101', 'stellar-basics'];
+
+    const recommendations = recommendedCourses.map((courseId, index) => ({
+      courseId,
+      score: Math.max(0, 1 - index * 0.2 - (snapshot.interactionCount > 0 ? 0 : 0.3)),
+      reason: explainability?.factors[index] || 'course_popularity',
+    }));
+
+    if (this.monitoringService) {
+      this.monitoringService.recordDomainEvent('recommendation_generated', 'ai');
+    }
+
+    return {
+      userId,
+      recommendations,
+      explainability: explainability || {
+        factors: [],
+        confidence: 0.1,
+        userSignalAge: 0,
+        signalsUsed: [],
+        modelVersion: 'rustacademy-recommender-v2',
+      },
+      generatedAt: new Date(),
+    };
+  }
+
   /**
    * Calls the AI provider with the global request timeout (Issue #408) and
    * falls back to a static response if the provider is unavailable, times
@@ -297,6 +350,59 @@ export class AiService {
       );
     }
 
+
+  async getRecommendation(userId: string): Promise<AiRecommendationResponse> {
+    const snapshot = this.redisService
+      ? await this.redisService.getUserSnapshot(userId)
+      : null;
+
+    if (!snapshot) {
+      return {
+        userId,
+        recommendations: [],
+        explainability: {
+          factors: ['insufficient_data'],
+          confidence: 0.1,
+          userSignalAge: 0,
+          signalsUsed: [],
+          modelVersion: 'rustacademy-recommender-v2',
+        },
+        generatedAt: new Date(),
+      };
+    }
+
+    const explainability = this.redisService
+      ? await this.redisService.getRecommendationExplainability(userId)
+      : null;
+
+    const recommendedCourses = snapshot.recentCourses.length > 0
+      ? snapshot.recentCourses.slice(0, 3)
+      : ['rust-fundamentals', 'smart-contracts-101', 'stellar-basics'];
+
+    const recommendations = recommendedCourses.map((courseId, index) => ({
+      courseId,
+      score: Math.max(0, 1 - index * 0.2 - (snapshot.interactionCount > 0 ? 0 : 0.3)),
+      reason: explainability?.factors[index] || 'course_popularity',
+    }));
+
+    if (this.monitoringService) {
+      this.monitoringService.recordDomainEvent('recommendation_generated', 'ai');
+    }
+
+    return {
+      userId,
+      recommendations,
+      explainability: explainability || {
+        factors: [],
+        confidence: 0.1,
+        userSignalAge: 0,
+        signalsUsed: [],
+        modelVersion: 'rustacademy-recommender-v2',
+      },
+      generatedAt: new Date(),
+    };
+  }
+
     const lines = code.split('\n').filter((l) => l.trim().length > 0).length;
     const hasComments = code.includes('//') || code.includes('/*');
     const hasFunctions = code.includes('fn ');