refac

Author: tjbck

backend/open_webui/retrieval/vector/dbs/elasticsearch.py

@@ -1,3 +1,7 @@
+"""
+NOTE: This vector database integration is community-supported and maintained on a best-effort basis.
+"""
+
 from elasticsearch import Elasticsearch, BadRequestError
 from typing import Optional
 import ssl

backend/open_webui/retrieval/vector/dbs/mariadb_vector.py

@@ -1,3 +1,7 @@
+"""
+NOTE: This vector database integration is community-supported and maintained on a best-effort basis.
+"""
+
 from __future__ import annotations
 
 import array

backend/open_webui/retrieval/vector/dbs/milvus.py

@@ -1,3 +1,7 @@
+"""
+NOTE: This vector database integration is community-supported and maintained on a best-effort basis.
+"""
+
 from pymilvus import MilvusClient as Client
 from pymilvus import FieldSchema, DataType
 from pymilvus import connections, Collection

backend/open_webui/retrieval/vector/dbs/milvus_multitenancy.py

@@ -1,3 +1,7 @@
+"""
+NOTE: This vector database integration is community-supported and maintained on a best-effort basis.
+"""
+
 import logging
 from typing import Optional, Tuple, List, Dict, Any
 

backend/open_webui/retrieval/vector/dbs/opengauss.py

@@ -1,3 +1,7 @@
+"""
+NOTE: This vector database integration is community-supported and maintained on a best-effort basis.
+"""
+
 from typing import Optional, List, Dict, Any
 import logging
 import re

backend/open_webui/retrieval/vector/dbs/opensearch.py

@@ -1,3 +1,7 @@
+"""
+NOTE: This vector database integration is community-supported and maintained on a best-effort basis.
+"""
+
 from opensearchpy import OpenSearch
 from opensearchpy.helpers import bulk
 from typing import Optional

backend/open_webui/retrieval/vector/dbs/oracle23ai.py

@@ -1,4 +1,6 @@
 """
+NOTE: This vector database integration is community-supported and maintained on a best-effort basis.
+
 Oracle 23ai Vector Database Client - Fixed Version
 
 # .env

backend/open_webui/retrieval/vector/dbs/pinecone.py

@@ -1,3 +1,7 @@
+"""
+NOTE: This vector database integration is community-supported and maintained on a best-effort basis.
+"""
+
 from typing import Optional, List, Dict, Any, Union
 import logging
 import time  # for measuring elapsed time

backend/open_webui/retrieval/vector/dbs/qdrant.py

@@ -1,3 +1,7 @@
+"""
+NOTE: This vector database integration is community-supported and maintained on a best-effort basis.
+"""
+
 from typing import Optional
 import logging
 from urllib.parse import urlparse

backend/open_webui/retrieval/vector/dbs/qdrant_multitenancy.py

@@ -1,3 +1,7 @@
+"""
+NOTE: This vector database integration is community-supported and maintained on a best-effort basis.
+"""
+
 import logging
 from typing import Optional, Tuple, List, Dict, Any
 from urllib.parse import urlparse