Update app.py

app.py

@@ -12,7 +12,7 @@ import pandas as pd
 # --- Configuration ---
 QDRANT_PATH = "./qdrant_db"
 COLLECTION_NAME = "my_text_collection"
-MODEL_NAME = 'sentence-transformers/all-mpnet-base-v2'  # Better model for semantic similarity
+MODEL_NAME = 'KaLM-Embedding/KaLM-embedding-multilingual-mini-instruct-v2.5'  # Better model for semantic similarity
 
 # --- Load Model ---
 device = "cpu"