Update rag_engine.py

rag_engine.py

@@ -324,7 +324,22 @@ class KnowledgeBase:
         
         # Return Top 3 re-ranked chunks (balanced context)
         top_results = results[:3]
+        
+        # DETAILED LOGGING: Show actual results being sent to model
         logger.info(f"✅ Reranked: Returning top {len(top_results)} results")
+        logger.info("=" * 60)
+        logger.info("📋 TOP RANKED RESULTS BEING SENT TO MODEL CONTEXT:")
+        logger.info("=" * 60)
+        for i, result in enumerate(top_results, 1):
+            text = result.get('text', '')
+            score = result.get('score', 0)
+            # Truncate for logging (first 200 chars)
+            preview = text[:200].replace('\n', ' ').strip()
+            if len(text) > 200:
+                preview += "..."
+            logger.info(f"  [{i}] Score: {score:.4f} | Preview: {preview}")
+        logger.info("=" * 60)
+        
         return "\n\n".join([f"[Hybrid RAG] {r['text']}" for r in top_results])
 
 local_kb = KnowledgeBase()