Update app.py

app.py

@@ -169,13 +169,13 @@ def evaluate_retrieval(query: str, ground_truth_docs: List[str], retriever, k: i
         hits = sum([1 for doc in top_k if any(gt.lower() in doc.lower() for gt in ground_truth_docs)])
         precision = hits / k
         recall = hits / len(ground_truth_docs) if ground_truth_docs else 0.0
-        print("\n🔍 Query:", query)
-        print("📄 Top-K Retrieved Documents:")
+        print("\n Query:", query)
+        print(" Top-K Retrieved Documents:")
         for i, doc in enumerate(top_k, 1):
             print(f"{i}. {doc[:200]}...")
-        print(f"\n📊 Evaluation Results:")
-        print(f"✅ Precision@{k}: {precision:.2f}")
-        print(f"🔁 Recall@{k}: {recall:.2f}")
+        print(f"\n Evaluation Results:")
+        print(f" Precision@{k}: {precision:.2f}")
+        print(f" Recall@{k}: {recall:.2f}")
         return {
             f"Precision@{k}": precision,
             f"Recall@{k}": recall,