refac: modernize type annotations (PEP 604 / PEP 585)
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@@ -2,33 +2,31 @@
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NOTE: This vector database integration is community-supported and maintained on a best-effort basis.
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"""
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from pymilvus import MilvusClient as Client
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from pymilvus import FieldSchema, DataType
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from pymilvus import connections, Collection
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import json
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import logging
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from typing import Optional
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from open_webui.retrieval.vector.utils import process_metadata
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from open_webui.retrieval.vector.main import (
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VectorDBBase,
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VectorItem,
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SearchResult,
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GetResult,
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)
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from open_webui.config import (
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MILVUS_URI,
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MILVUS_DB,
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MILVUS_TOKEN,
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MILVUS_INDEX_TYPE,
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MILVUS_METRIC_TYPE,
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MILVUS_HNSW_M,
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MILVUS_HNSW_EFCONSTRUCTION,
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MILVUS_IVF_FLAT_NLIST,
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MILVUS_DISKANN_MAX_DEGREE,
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MILVUS_DISKANN_SEARCH_LIST_SIZE,
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MILVUS_HNSW_EFCONSTRUCTION,
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MILVUS_HNSW_M,
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MILVUS_INDEX_TYPE,
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MILVUS_IVF_FLAT_NLIST,
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MILVUS_METRIC_TYPE,
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MILVUS_TOKEN,
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MILVUS_URI,
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)
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from open_webui.retrieval.vector.main import (
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GetResult,
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SearchResult,
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VectorDBBase,
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VectorItem,
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)
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from open_webui.retrieval.vector.utils import process_metadata
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from pymilvus import Collection, DataType, FieldSchema, connections
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from pymilvus import MilvusClient as Client
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log = logging.getLogger(__name__)
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