Update vector_store.py

vector_store.py

@@ -78,7 +78,10 @@ class VectorStore:
             # Ensure sorted by closest match (smallest L2 distance)
             similar_docs = sorted(similar_docs, key=lambda x: x['score'])
 
-            print(f"🔎 Found {len(similar_docs)} similar documents for: '{query[:50]}...'")
+            print("\n🧠 Retrieved Chunks:")
+            for doc in similar_docs:
+                print(f"- Score: {doc['score']:.2f} | Text: {doc['text'][:120]}...\n")
+
             return similar_docs
         except Exception as e:
             print(f"❌ Error searching: {str(e)}")