Membuat sumber pengetahuan SharePoint terindeks (pratinjau)

• Paket pratinjau terbaru Azure.Search.Documents: dotnet add package Azure.Search.Documents --prerelease

• Untuk autentikasi tanpa kunci, Azure.Identity paket: dotnet add package Azure.Identity

• Paket pratinjau terbaru azure-search-documents: pip install --pre azure-search-documents

• Untuk autentikasi tanpa kunci, azure-identity paket: pip install azure-identity

• Versi 2026-08-01-preview dari API REST Layanan Pencarian.

• Untuk autentikasi tanpa kunci, sertakan token Microsoft Entra ID di Authorization header setiap permintaan HTTP.

// List knowledge sources by name and type
using Azure.Search.Documents.Indexes;

var indexClient = new SearchIndexClient(new Uri(searchEndpoint), credential);
var knowledgeSources = indexClient.GetKnowledgeSourcesAsync();

Console.WriteLine("Knowledge Sources:");

await foreach (var ks in knowledgeSources)
{
    Console.WriteLine($"  Name: {ks.Name}, Type: {ks.GetType().Name}");
}

Referensi:SearchIndexClient

# List knowledge sources by name and type
from azure.core.credentials import AzureKeyCredential
from azure.search.documents.indexes import SearchIndexClient

index_client = SearchIndexClient(endpoint = "search_url", credential = AzureKeyCredential("api_key"))

for ks in index_client.list_knowledge_sources():
    print(f"  - {ks.name} ({ks.kind})")

Referensi:SearchIndexClient

### List knowledge sources by name and type
GET {{search-url}}/knowledgesources?api-version={{api-version}}&$select=name,kind
Authorization: Bearer {{token}}

Referensi:Sumber Pengetahuan - Daftar

using Azure.Search.Documents.Indexes;
using System.Text.Json;

var indexClient = new SearchIndexClient(new Uri(searchEndpoint), credential);

// Specify the knowledge source name to retrieve
string ksNameToGet = "earth-knowledge-source";

// Get its definition
var knowledgeSourceResponse = await indexClient.GetKnowledgeSourceAsync(ksNameToGet);
var ks = knowledgeSourceResponse.Value;

// Serialize to JSON for display
var jsonOptions = new JsonSerializerOptions 
{ 
    WriteIndented = true,
    DefaultIgnoreCondition = System.Text.Json.Serialization.JsonIgnoreCondition.Never
};
Console.WriteLine(JsonSerializer.Serialize(ks, ks.GetType(), jsonOptions));

Referensi:SearchIndexClient

# Get a knowledge source definition
from azure.core.credentials import AzureKeyCredential
from azure.search.documents.indexes import SearchIndexClient
import json

index_client = SearchIndexClient(endpoint = "search_url", credential = AzureKeyCredential("api_key"))

ks = index_client.get_knowledge_source("knowledge_source_name")
print(json.dumps(ks.as_dict(), indent = 2))

Referensi:SearchIndexClient

### Get a knowledge source definition
GET {{search-url}}/knowledgesources/{{knowledge-source-name}}?api-version={{api-version}}
Authorization: Bearer {{token}}

Referensi:Sumber Pengetahuan - Dapatkan

// Create an IndexedSharePoint knowledge source
using Azure.Search.Documents.Indexes;
using Azure.Search.Documents.Indexes.Models;
using Azure.Search.Documents.KnowledgeBases.Models;
using Azure.Identity;

var indexClient = new SearchIndexClient(new Uri(searchEndpoint), new DefaultAzureCredential());

var chatCompletionParams = new AzureOpenAIVectorizerParameters
{
    ResourceUri = new Uri(aoaiEndpoint),
    DeploymentName = aoaiGptDeployment,
    ModelName = aoaiGptModel
};

var embeddingParams = new AzureOpenAIVectorizerParameters
{
    ResourceUri = new Uri(aoaiEndpoint),
    DeploymentName = aoaiEmbeddingDeployment,
    ModelName = aoaiEmbeddingModel
};

var ingestionParams = new KnowledgeSourceIngestionParameters
{
    NetworkAccessMode = KnowledgeSourceNetworkAccessMode.Public,
    DisableImageVerbalization = false,
    ChatCompletionModel = new KnowledgeBaseAzureOpenAIModel(azureOpenAIParameters: chatCompletionParams),
    EmbeddingModel = new KnowledgeSourceAzureOpenAIVectorizer
    {
        AzureOpenAIParameters = embeddingParams
    }
};

var sharePointParams = new IndexedSharePointKnowledgeSourceParameters(
    connectionString: sharePointConnectionString,
    containerName: "defaultSiteLibrary")
{
    IngestionParameters = ingestionParams
};

var knowledgeSource = new IndexedSharePointKnowledgeSource(
    name: "my-indexed-sharepoint-ks",
    indexedSharePointParameters: sharePointParams)
{
    Description = "A sample indexed SharePoint knowledge source."
};

await indexClient.CreateOrUpdateKnowledgeSourceAsync(knowledgeSource);
Console.WriteLine($"Knowledge source '{knowledgeSource.Name}' created or updated successfully.");

Referensi:SearchIndexClient, IndexedSharePointKnowledgeSource

# Create an indexed SharePoint knowledge source
from azure.identity import DefaultAzureCredential
from azure.search.documents.indexes import SearchIndexClient
from azure.search.documents.indexes.models import IndexedSharePointKnowledgeSource, IndexedSharePointKnowledgeSourceParameters, KnowledgeBaseAzureOpenAIModel, AzureOpenAIVectorizerParameters, KnowledgeSourceContentExtractionMode
from azure.search.documents.knowledgebases.models import KnowledgeSourceIngestionParameters, KnowledgeSourceNetworkAccessMode, KnowledgeSourceAzureOpenAIVectorizer

index_client = SearchIndexClient(endpoint = "<search-endpoint>", credential = DefaultAzureCredential())

knowledge_source = IndexedSharePointKnowledgeSource(
    name = "my-indexed-sharepoint-ks",
    description = "A sample indexed SharePoint knowledge source.",
    encryption_key = None,
    indexed_share_point_parameters = IndexedSharePointKnowledgeSourceParameters(
        connection_string = "connection_string",
        container_name = "defaultSiteLibrary",
        query = None,
        ingestion_parameters = KnowledgeSourceIngestionParameters(
            network_access_mode = KnowledgeSourceNetworkAccessMode.PUBLIC,
            identity = None,
            disable_image_verbalization = False,
            chat_completion_model = KnowledgeBaseAzureOpenAIModel(
                azure_open_ai_parameters = AzureOpenAIVectorizerParameters(
                    resource_url = "<aoai-endpoint>",
                    deployment_name = "<aoai-gpt-deployment>",
                    model_name = "<aoai-gpt-model>",
                )
            ),
            embedding_model = KnowledgeSourceAzureOpenAIVectorizer(
                azure_open_ai_parameters=AzureOpenAIVectorizerParameters(
                    resource_url = "<aoai-endpoint>",
                    deployment_name = "<aoai-embedding-deployment>",
                    model_name = "<aoai-embedding-model>",
                )
            ),
            content_extraction_mode = KnowledgeSourceContentExtractionMode.MINIMAL,
            ingestion_schedule = None,
            ingestion_permission_options = None
        )
    )
)

index_client.create_or_update_knowledge_source(knowledge_source)
print(f"Knowledge source '{knowledge_source.name}' created or updated successfully.")

Referensi:SearchIndexClient

### Create an indexed SharePoint knowledge source
PUT {{search-endpoint}}/knowledgesources/my-indexed-sharepoint-ks?api-version=2026-08-01-preview
Authorization: Bearer {{search-access-token}}
Content-Type: application/json

{
    "name": "my-indexed-sharepoint-ks",
    "kind": "indexedSharePoint",
    "description": "A sample indexed SharePoint knowledge source.",
    "encryptionKey": null,
    "indexedSharePointParameters": {
        "connectionString": "{{sharepoint-federated-connection-string}}",
        "containerName": "defaultSiteLibrary",
        "query": null,
        "ingestionParameters": {
            "networkAccessMode": "public",
            "identity": null,
            "embeddingModel": {
                "kind": "azureOpenAI",
                "azureOpenAIParameters": {
                    "deploymentId": "text-embedding-3-large",
                    "modelName": "text-embedding-3-large",
                    "resourceUri": "{{aoai-endpoint}}"
                }
            },
            "chatCompletionModel": null,
            "disableImageVerbalization": false,
            "ingestionSchedule": null,
            "ingestionPermissionOptions": [],
            "contentExtractionMode": "minimal"
        }
    }
}

Referensi:Sumber Pengetahuan - Buat atau Perbarui

using Azure.Search.Documents.Indexes;
using System.Text.Json;

var indexClient = new SearchIndexClient(new Uri(searchEndpoint), new AzureKeyCredential(apiKey));

// Get knowledge source ingestion status
var statusResponse = await indexClient.GetKnowledgeSourceStatusAsync(knowledgeSourceName);
var status = statusResponse.Value;

// Serialize to JSON for display
var json = JsonSerializer.Serialize(status, new JsonSerializerOptions { WriteIndented = true });
Console.WriteLine(json);

Referensi:SearchIndexClient

# Check knowledge source ingestion status
from azure.core.credentials import AzureKeyCredential
from azure.search.documents.indexes import SearchIndexClient
import json

index_client = SearchIndexClient(endpoint="search_url", credential=AzureKeyCredential("api_key"))

status = index_client.get_knowledge_source_status("knowledge_source_name")
print(json.dumps(status.as_dict(), indent=2))

Referensi:SearchIndexClient

### Check knowledge source ingestion status
GET {{search-url}}/knowledgesources/{{knowledge-source-name}}/status?api-version={{api-version}}
Authorization: Bearer {{token}}
Content-Type: application/json 

Referensi:Sumber Pengetahuan - Dapatkan Status

1. Dapatkan daftar semua pangkalan pengetahuan di layanan pencarian Anda.

   using Azure.Search.Documents.Indexes;
   
   var indexClient = new SearchIndexClient(new Uri(searchEndpoint), credential);
   var knowledgeBases = indexClient.GetKnowledgeBasesAsync();
   
   Console.WriteLine("Knowledge Bases:");
   
   await foreach (var kb in knowledgeBases)
   {
       Console.WriteLine($"  - {kb.Name}");
   }
   

   Referensi:SearchIndexClient

   Contoh respons mungkin terlihat seperti berikut ini:

    {
        "@odata.context": "https://my-search-service.search.windows.net/$metadata#knowledgebases(name)",
        "value": [
        {
            "name": "my-kb"
        },
        {
            "name": "my-kb-2"
        }
        ]
    }
   

2. Dapatkan definisi pangkalan pengetahuan individual untuk memeriksa referensi sumber pengetahuan.

   using Azure.Search.Documents.Indexes;
   using System.Text.Json;
   
   var indexClient = new SearchIndexClient(new Uri(searchEndpoint), credential);
   
   // Specify the knowledge base name to retrieve
   string kbNameToGet = "earth-knowledge-base";
   
   // Get a specific knowledge base definition
   var knowledgeBaseResponse = await indexClient.GetKnowledgeBaseAsync(kbNameToGet);
   var kb = knowledgeBaseResponse.Value;
   
   // Serialize to JSON for display
   string json = JsonSerializer.Serialize(kb, new JsonSerializerOptions { WriteIndented = true });
   Console.WriteLine(json);
   

   Referensi:SearchIndexClient

   Contoh respons mungkin terlihat seperti berikut ini:

    {
      "Name": "earth-knowledge-base",
      "KnowledgeSources": [
        {
          "Name": "earth-knowledge-source"
        }
      ],
      "Models": [
        {}
      ],
      "RetrievalReasoningEffort": {},
      "OutputMode": {},
      "ETag": "\u00220x8DE278629D782B3\u0022",
      "EncryptionKey": null,
      "Description": null,
      "RetrievalInstructions": null,
      "AnswerInstructions": null
    }
   

3. Hapus pangkalan pengetahuan atau, jika Anda memiliki beberapa sumber pengetahuan, perbarui pangkalan pengetahuan untuk menghapus sumbernya. Contoh ini menunjukkan penghapusan.

   using Azure.Search.Documents.Indexes;
   var indexClient = new SearchIndexClient(new Uri(searchEndpoint), credential);
   
   await indexClient.DeleteKnowledgeBaseAsync(knowledgeBaseName);
   System.Console.WriteLine($"Knowledge base '{knowledgeBaseName}' deleted successfully.");
   

   Referensi:SearchIndexClient

4. Hapus sumber pengetahuan.

   await indexClient.DeleteKnowledgeSourceAsync(knowledgeSourceName);
   System.Console.WriteLine($"Knowledge source '{knowledgeSourceName}' deleted successfully.");
   

   Referensi:SearchIndexClient

1. Dapatkan daftar semua pangkalan pengetahuan di layanan pencarian Anda.

   # Get knowledge bases
   from azure.core.credentials import AzureKeyCredential
   from azure.search.documents.indexes import SearchIndexClient
   
   index_client = SearchIndexClient(endpoint = "search_url", credential = AzureKeyCredential("api_key"))
   
   print("Knowledge Bases:")
   for kb in index_client.list_knowledge_bases():
       print(f"  - {kb.name}")
   

   Referensi:SearchIndexClient

   Contoh respons mungkin terlihat seperti berikut ini:

    {
        "@odata.context": "https://my-search-service.search.windows.net/$metadata#knowledgebases(name)",
        "value": [
        {
            "name": "my-kb"
        },
        {
            "name": "my-kb-2"
        }
        ]
    }
   

2. Dapatkan definisi pangkalan pengetahuan individual untuk memeriksa referensi sumber pengetahuan.

   # Get a knowledge base definition
   from azure.core.credentials import AzureKeyCredential
   from azure.search.documents.indexes import SearchIndexClient
   
   index_client = SearchIndexClient(endpoint = "search_url", credential = AzureKeyCredential("api_key"))
   kb = index_client.get_knowledge_base("knowledge_base_name")
   print(kb)
   

   Referensi:SearchIndexClient

   Contoh respons mungkin terlihat seperti berikut ini:

    {
      "name": "my-kb",
      "description": null,
      "retrievalInstructions": null,
      "answerInstructions": null,
      "outputMode": null,
      "knowledgeSources": [
        {
          "name": "my-blob-ks"
        }
      ],
      "models": [],
      "encryptionKey": null,
      "retrievalReasoningEffort": {
        "kind": "low"
      }
    }
   

3. Hapus pangkalan pengetahuan atau, jika Anda memiliki beberapa sumber pengetahuan, perbarui pangkalan pengetahuan untuk menghapus sumbernya. Contoh ini menunjukkan penghapusan.

   # Delete a knowledge base
   from azure.core.credentials import AzureKeyCredential 
   from azure.search.documents.indexes import SearchIndexClient
   
   index_client = SearchIndexClient(endpoint = "search_url", credential = AzureKeyCredential("api_key"))
   index_client.delete_knowledge_base("knowledge_base_name")
   print(f"Knowledge base deleted successfully.")
   

   Referensi:SearchIndexClient

4. Hapus sumber pengetahuan.

   # Delete a knowledge source
   from azure.core.credentials import AzureKeyCredential 
   from azure.search.documents.indexes import SearchIndexClient
   
   index_client = SearchIndexClient(endpoint = "search_url", credential = AzureKeyCredential("api_key"))
   index_client.delete_knowledge_source("knowledge_source_name")
   print(f"Knowledge source deleted successfully.")
   

   Referensi:SearchIndexClient

1. Dapatkan daftar semua pangkalan pengetahuan di layanan pencarian Anda.

   ### Get knowledge bases
   GET {{search-url}}/knowledgebases?api-version={{api-version}}&$select=name
   Authorization: Bearer {{token}}
   

   Referensi:Pangkalan Pengetahuan - Daftar

   Contoh respons mungkin terlihat seperti berikut ini:

    {
        "@odata.context": "https://my-search-service.search.windows.net/$metadata#knowledgebases(name)",
        "value": [
        {
            "name": "my-kb"
        },
        {
            "name": "my-kb-2"
        }
        ]
    }
   

2. Dapatkan definisi pangkalan pengetahuan individual untuk memeriksa referensi sumber pengetahuan.

   ### Get a knowledge base definition
   GET {{search-url}}/knowledgebases/{{knowledge-base-name}}?api-version={{api-version}}
   Authorization: Bearer {{token}}
   

   Referensi:Pangkalan Pengetahuan - Dapatkan

   Contoh respons mungkin terlihat seperti berikut ini:

    {
      "name": "my-kb",
      "description": null,
      "retrievalInstructions": null,
      "answerInstructions": null,
      "outputMode": null,
      "knowledgeSources": [
        {
          "name": "my-blob-ks"
        }
      ],
      "models": [],
      "encryptionKey": null,
      "retrievalReasoningEffort": {
        "kind": "low"
      }
    }
   

3. Hapus pangkalan pengetahuan atau, jika Anda memiliki beberapa sumber pengetahuan, perbarui pangkalan pengetahuan untuk menghapus sumbernya. Contoh ini menunjukkan penghapusan.

   ### Delete a knowledge base
   DELETE {{search-url}}/knowledgebases/{{knowledge-base-name}}?api-version={{api-version}}
   Authorization: Bearer {{token}}
   

   Referensi:Pangkalan Pengetahuan - Hapus

4. Hapus sumber pengetahuan.

   ### Delete a knowledge source
   DELETE {{search-url}}/knowledgesources/{{knowledge-source-name}}?api-version={{api-version}}
   Authorization: Bearer {{token}}
   

   Referensi:Sumber Pengetahuan - Hapus