quantcdn · quant-sdk · Mar 5, 2026
diff --git a/.openapi-generator/FILES b/.openapi-generator/FILES
diff --git a/README.md b/README.md
diff --git a/docs/AIOrchestrationsApi.md b/docs/AIOrchestrationsApi.md
diff --git a/docs/AISkillsApi.md b/docs/AISkillsApi.md
diff --git a/docs/AIToolsApi.md b/docs/AIToolsApi.md
@@ -4,7 +4,7 @@ All URIs are relative to *https://dashboard.quantcdn.io*
 
 Method | HTTP request | Description
 ------------- | ------------- | -------------
-[**get_ai_orchestration_status**](AIToolsApi.md#get_ai_orchestration_status) | **GET** /api/v3/organizations/{organisation}/ai/tools/orchestrations/{orchestrationId} | Get Orchestration Status
+[**get_ai_orchestration_status**](AIToolsApi.md#get_ai_orchestration_status) | **GET** /api/v3/organizations/{organisation}/ai/tools/orchestrations/{orchestrationId} | Get Tool Orchestration Status (Async Tool Polling)
 [**get_ai_tool_execution_status**](AIToolsApi.md#get_ai_tool_execution_status) | **GET** /api/v3/organizations/{organisation}/ai/tools/executions/{executionId} | Get async tool execution status and result
 [**list_ai_tool_executions**](AIToolsApi.md#list_ai_tool_executions) | **GET** /api/v3/organizations/{organisation}/ai/tools/executions | List tool executions for monitoring and debugging
 [**list_ai_tool_names**](AIToolsApi.md#list_ai_tool_names) | **GET** /api/v3/organizations/{organisation}/ai/tools/names | List tool names only (lightweight response)
@@ -14,9 +14,12 @@ Method | HTTP request | Description
 # **get_ai_orchestration_status**
 > GetAIOrchestrationStatus200Response get_ai_orchestration_status(organisation, orchestration_id)
 
-Get Orchestration Status
+Get Tool Orchestration Status (Async Tool Polling)
 
-Retrieves the status and synthesized result of a multi-tool orchestration.
+Retrieves the status and synthesized result of a multi-tool async execution orchestration.
+     *
+     * **Note:** This endpoint is for async tool execution polling (`/tools/orchestrations`).
+     * For durable batch processing orchestrations, see `GET /orchestrations` endpoints.
      *
      * **Orchestration Pattern:**
      * When the AI requests multiple async tools simultaneously, an orchestration is created
@@ -80,7 +83,7 @@ with quantcdn.ApiClient(configuration) as api_client:
     orchestration_id = 'orch_abc123def456789012345678901234' # str | Orchestration identifier for aggregated async tool executions
 
     try:
-        # Get Orchestration Status
+        # Get Tool Orchestration Status (Async Tool Polling)
         api_response = api_instance.get_ai_orchestration_status(organisation, orchestration_id)
         print("The response of AIToolsApi->get_ai_orchestration_status:\n")
         pprint(api_response)

diff --git a/docs/AIVectorDatabaseApi.md b/docs/AIVectorDatabaseApi.md
@@ -6,6 +6,7 @@ Method | HTTP request | Description
 ------------- | ------------- | -------------
 [**create_vector_collection**](AIVectorDatabaseApi.md#create_vector_collection) | **POST** /api/v3/organizations/{organisation}/ai/vector-db/collections | Create Vector Database Collection
 [**delete_vector_collection**](AIVectorDatabaseApi.md#delete_vector_collection) | **DELETE** /api/v3/organizations/{organisation}/ai/vector-db/collections/{collectionId} | Delete Collection
+[**delete_vector_documents**](AIVectorDatabaseApi.md#delete_vector_documents) | **DELETE** /api/v3/organizations/{organisation}/ai/vector-db/collections/{collectionId}/documents | Delete Documents from Collection
 [**get_vector_collection**](AIVectorDatabaseApi.md#get_vector_collection) | **GET** /api/v3/organizations/{organisation}/ai/vector-db/collections/{collectionId} | Get Collection Details
 [**list_vector_collections**](AIVectorDatabaseApi.md#list_vector_collections) | **GET** /api/v3/organizations/{organisation}/ai/vector-db/collections | List Vector Database Collections
 [**query_vector_collection**](AIVectorDatabaseApi.md#query_vector_collection) | **POST** /api/v3/organizations/{organisation}/ai/vector-db/collections/{collectionId}/query | Semantic Search Query
@@ -104,7 +105,7 @@ Name | Type | Description  | Notes
 [[Back to top]](#) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to Model list]](../README.md#documentation-for-models) [[Back to README]](../README.md)
 
 # **delete_vector_collection**
-> DeleteVectorCollection200Response delete_vector_collection(organisation, collection_id)
+> DeleteSkillCollection200Response delete_vector_collection(organisation, collection_id)
 
 Delete Collection
 
@@ -116,7 +117,7 @@ Deletes a vector database collection and all its documents. This action cannot b
 
 ```python
 import quantcdn
-from quantcdn.models.delete_vector_collection200_response import DeleteVectorCollection200Response
+from quantcdn.models.delete_skill_collection200_response import DeleteSkillCollection200Response
 from quantcdn.rest import ApiException
 from pprint import pprint
 
@@ -164,7 +165,7 @@ Name | Type | Description  | Notes
 
 ### Return type
 
-[**DeleteVectorCollection200Response**](DeleteVectorCollection200Response.md)
+[**DeleteSkillCollection200Response**](DeleteSkillCollection200Response.md)
 
 ### Authorization
 
@@ -186,6 +187,104 @@ Name | Type | Description  | Notes
 
 [[Back to top]](#) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to Model list]](../README.md#documentation-for-models) [[Back to README]](../README.md)
 
+# **delete_vector_documents**
+> DeleteVectorDocuments200Response delete_vector_documents(organisation, collection_id, delete_vector_documents_request)
+
+Delete Documents from Collection
+
+Delete documents from a collection. Supports three deletion modes:
+     *
+     * 1. **Purge All** - Set `purgeAll: true` to delete ALL documents in the collection
+     *
+     * 2. **By Document IDs** - Provide `documentIds` array with specific document UUIDs
+     *
+     * 3. **By Metadata** - Provide `metadata` object with `field` and `values` to delete documents where the metadata field matches any of the values
+     *
+     * **Drupal Integration:**
+     * When using with Drupal AI Search, use metadata deletion with:
+     * - `field: 'drupal_entity_id'` to delete all chunks for specific entities
+     * - `field: 'drupal_long_id'` to delete specific chunks
+
+### Example
+
+* Bearer (JWT) Authentication (BearerAuth):
+
+```python
+import quantcdn
+from quantcdn.models.delete_vector_documents200_response import DeleteVectorDocuments200Response
+from quantcdn.models.delete_vector_documents_request import DeleteVectorDocumentsRequest
+from quantcdn.rest import ApiException
+from pprint import pprint
+
+# Defining the host is optional and defaults to https://dashboard.quantcdn.io
+# See configuration.py for a list of all supported configuration parameters.
+configuration = quantcdn.Configuration(
+    host = "https://dashboard.quantcdn.io"
+)
+
+# The client must configure the authentication and authorization parameters
+# in accordance with the API server security policy.
+# Examples for each auth method are provided below, use the example that
+# satisfies your auth use case.
+
+# Configure Bearer authorization (JWT): BearerAuth
+configuration = quantcdn.Configuration(
+    access_token = os.environ["BEARER_TOKEN"]
+)
+
+# Enter a context with an instance of the API client
+with quantcdn.ApiClient(configuration) as api_client:
+    # Create an instance of the API class
+    api_instance = quantcdn.AIVectorDatabaseApi(api_client)
+    organisation = 'organisation_example' # str | Organisation machine name
+    collection_id = 'collection_id_example' # str | Collection UUID
+    delete_vector_documents_request = quantcdn.DeleteVectorDocumentsRequest() # DeleteVectorDocumentsRequest | 
+
+    try:
+        # Delete Documents from Collection
+        api_response = api_instance.delete_vector_documents(organisation, collection_id, delete_vector_documents_request)
+        print("The response of AIVectorDatabaseApi->delete_vector_documents:\n")
+        pprint(api_response)
+    except Exception as e:
+        print("Exception when calling AIVectorDatabaseApi->delete_vector_documents: %s\n" % e)
+```
+
+
+
+### Parameters
+
+
+Name | Type | Description  | Notes
+------------- | ------------- | ------------- | -------------
+ **organisation** | **str**| Organisation machine name | 
+ **collection_id** | **str**| Collection UUID | 
+ **delete_vector_documents_request** | [**DeleteVectorDocumentsRequest**](DeleteVectorDocumentsRequest.md)|  | 
+
+### Return type
+
+[**DeleteVectorDocuments200Response**](DeleteVectorDocuments200Response.md)
+
+### Authorization
+
+[BearerAuth](../README.md#BearerAuth)
+
+### HTTP request headers
+
+ - **Content-Type**: application/json
+ - **Accept**: application/json
+
+### HTTP response details
+
+| Status code | Description | Response headers |
+|-------------|-------------|------------------|
+**200** | Documents deleted successfully |  -  |
+**400** | Invalid request - must specify purgeAll, documentIds, or metadata |  -  |
+**403** | Access denied |  -  |
+**404** | Collection not found |  -  |
+**500** | Failed to delete documents |  -  |
+
+[[Back to top]](#) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to Model list]](../README.md#documentation-for-models) [[Back to README]](../README.md)
+
 # **get_vector_collection**
 > GetVectorCollection200Response get_vector_collection(organisation, collection_id)