fix

src/utils/aiPipeline.ts

@@ -1,10 +1,10 @@
-// src/utils/aiPipeline.ts - Enhanced with Proper Confidence Scoring
+// src/utils/aiPipeline.ts 
 
 import { getCompressedToolsDataForAI } from './dataService.js';
 import { embeddingsService, type EmbeddingData, type SimilarityResult } from './embeddings.js';
 import { AI_PROMPTS, getPrompt } from '../config/prompts.js';
 import { isToolHosted } from './toolHelpers.js';
-import { auditService } from './auditService.js';  // Add this import
+import { auditService } from './auditService.js';
 
 interface AIConfig {
   endpoint: string;
@@ -188,7 +188,6 @@ class ImprovedMicroTaskAIPipeline {
       metadata
     };
 
-    // Add to context audit trail instead of temp storage
     if (!context.auditTrail) {
       context.auditTrail = [];
     }
@@ -369,7 +368,6 @@ class ImprovedMicroTaskAIPipeline {
     
     context.embeddingsSimilarities = new Map<string, number>();
     
-    // Always try to initialize embeddings - let the service decide if it should be enabled
     try {
       console.log('[AI PIPELINE] Attempting embeddings initialization...');
       await embeddingsService.waitForInitialization();
@@ -1175,7 +1173,6 @@ ${JSON.stringify(conceptsToSend, null, 2)}`;
       })) || []
     };
 
-    // Process audit trail before returning
     const processedAuditTrail = this.auditConfig.enabled && context.auditTrail 
       ? context.auditTrail 
       : [];
@@ -1218,7 +1215,7 @@ ${JSON.stringify(conceptsToSend, null, 2)}`;
         ...base,
         recommended_tools: recommendedToolsWithConfidence,
         workflow_suggestion: finalContent,
-        auditTrail: processedAuditTrail  // Always include audit trail array
+        auditTrail: processedAuditTrail
       };
     } else {
       const recommendedToolsWithConfidence = context.selectedTools?.map(st => {
@@ -1260,7 +1257,7 @@ ${JSON.stringify(conceptsToSend, null, 2)}`;
         ...base,
         recommended_tools: recommendedToolsWithConfidence,
         additional_considerations: finalContent,
-        auditTrail: processedAuditTrail  // Always include audit trail array
+        auditTrail: processedAuditTrail
       };
     }
   }