Update app.py

app.py

@@ -3,11 +3,10 @@ from huggingface_hub import InferenceClient
 import chromadb
 from chromadb.config import Settings
 
-# Initialize ChromaDB client
-client_db = chromadb.Client(Settings(
-    chroma_db_impl="duckdb+parquet",
-    persist_directory="chromadb_directory"
-))
+from chromadb import PersistentClient
+
+client_db = PersistentClient(path="chromadb_directory")
+
 
 # Load your collection
 collection = client_db.get_collection("my_collection")