refac: modernize type annotations (PEP 604 / PEP 585)
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@@ -2,17 +2,18 @@
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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 open_webui.retrieval.vector.utils import process_metadata
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import logging
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from typing import Any, Dict, List, Optional, Union
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import boto3
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from open_webui.config import S3_VECTOR_BUCKET_NAME, S3_VECTOR_REGION
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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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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.config import S3_VECTOR_BUCKET_NAME, S3_VECTOR_REGION
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from typing import List, Optional, Dict, Any, Union
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import logging
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import boto3
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from open_webui.retrieval.vector.utils import process_metadata
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log = logging.getLogger(__name__)
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