demo-python/code/embeddings/multimodal-embeddings/scripts/setup.py [67:95]:
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    for image_path in image_paths:
        async with container_client.get_blob_client(os.path.basename(image_path)) as blob_client:
            if not await blob_client.exists():
                with open(image_path, "rb") as data:
                    await blob_client.upload_blob(data=data)

async def create_index(search_index_client: SearchIndexClient):
    index = SearchIndex(
        name=os.getenv("AZURE_SEARCH_INDEX"),
        fields=[
            SearchableField(
                name="id",
                type=SearchFieldDataType.String,
                key=True,
                filterable=True,
                analyzer_name=LexicalAnalyzerName.KEYWORD
            ),
            SearchableField(
                name="document_id",
                type=SearchFieldDataType.String,
                key=False,
                filterable=True,
                analyzer_name=LexicalAnalyzerName.KEYWORD
            ),
            SearchField(
                name="embedding",
                type=SearchFieldDataType.Collection(SearchFieldDataType.Single),
                searchable=True,
                stored=False,
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demo-python/code/phi-chat/scripts/setup.py [67:95]:
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    for image_path in image_paths:
        async with container_client.get_blob_client(os.path.basename(image_path)) as blob_client:
            if not await blob_client.exists():
                with open(image_path, "rb") as data:
                    await blob_client.upload_blob(data=data)

async def create_index(search_index_client: SearchIndexClient):
    index = SearchIndex(
        name=os.getenv("AZURE_SEARCH_INDEX"),
        fields=[
            SearchableField(
                name="id",
                type=SearchFieldDataType.String,
                key=True,
                filterable=True,
                analyzer_name=LexicalAnalyzerName.KEYWORD
            ),
            SearchableField(
                name="document_id",
                type=SearchFieldDataType.String,
                key=False,
                filterable=True,
                analyzer_name=LexicalAnalyzerName.KEYWORD
            ),
            SearchField(
                name="embedding",
                type=SearchFieldDataType.Collection(SearchFieldDataType.Single),
                searchable=True,
                stored=False,
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