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Accepted
Manu Chadha
Asked: 2024-01-03 23:10:18 +0800 CST

将 JSON 参数映射到 python api 以在 Azure AI 搜索中进行矢量搜索

  • 772

我正在关注本教程 - https://learn.microsoft.com/en-us/azure/search/search-get-started-vector。post我尝试使用pythonapi ，而不是发送呼叫。

对于请求

POST https://{{search-service-name}}.search.windows.net/indexes/{{index-name}}/docs/search?api-version=2023-11-01
Content-Type: application/json
api-key: {{admin-api-key}}
{
    "count": true,
    "select": "HotelId, HotelName, Description, Category",
    "vectors": [
        {
            "value": [0.01944167, 0.0040178085
                . . . 
                010858015, -0.017496133],
            "k": 7,
            "fields": "DescriptionVector",
            "kind": "vector",
            "exhaustive": true
        }
    ]
}

参数如何映射到https://learn.microsoft.com/en-us/python/api/azure-search-documents/azure.search.documents.searchclient?view=azure-python#azure-searchsearch中提到的api -文档搜索客户端搜索

到目前为止，我已经创建了

search_client.search(query_type='semantic', semantic_configuration_name='my-semantic-config',
    search_text="which restaurant has rating of 4 or over?", 
    select='HotelName,Description,Category', query_caption='extractive',
    vector_queries = [..],

我在哪里提到其他参数，例如k, fields, kind,exhaustive

1 个回答

  1. Best Answer

    这应该在vector_queries“VectorQuery”对象数组中提及。定义在这里：https://learn.microsoft.com/en-us/python/api/azure-search-documents/azure.search.documents.models.vectorquery ?view=azure-python

    search_client.search(query_type='semantic', semantic_configuration_name='my-semantic-config',
    search_text="which restaurant has rating of 4 or over?", 
    select='HotelName,Description,Category', query_caption='extractive',
    vector_queries = [
~~~object here~~~
    ],
    • 0

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