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app.py

@@ -4,7 +4,8 @@ import chromadb;
 import numpy as np;
 import gradio as gr;
 from dotenv import load_dotenv;
-from chromadb.config import Settings
+from chromadb import PersistentClient
+from chromadb.config import Settings, DEFAULT_TENANT, DEFAULT_DATABASE
 
 
 load_dotenv()
@@ -18,7 +19,13 @@ CHAT_MODEL = "command-r-08-2024"
 PERSIST_DIR = "/mnt/data/chromadb_storage"
 os.makedirs(PERSIST_DIR, exist_ok=True)
 
-client = chromadb.Client( Settings( chroma_db_impl="duckdb+parquet", persist_directory=PERSIST_DIR ) );
+#client = chromadb.Client( Settings( chroma_db_impl="duckdb+parquet", persist_directory=PERSIST_DIR ) );
+client = PersistentClient(
+    path=PERSIST_DIR,                # where to store DuckDB+Parquet files
+    settings=Settings(),             # default settings
+    tenant=DEFAULT_TENANT,           # usually "default_tenant"
+    database=DEFAULT_DATABASE        # usually "default_database"
+);
 
 collection = client.get_or_create_collection( name="brampton" );