quantcdn · stooit · Mar 31, 2026 · Mar 31, 2026
diff --git a/.openapi-generator/FILES b/.openapi-generator/FILES
@@ -39,6 +39,7 @@ api_scaling_policy.go
 api_ssh_access.go
 api_tokens.go
 api_variables.go
+api_vector_database.go
 api_volumes.go
 client.go
 configuration.go
@@ -340,10 +341,6 @@ docs/UpdateTask200Response.md
 docs/UpdateTaskRequest.md
 docs/UploadFile201Response.md
 docs/UploadFileRequest.md
-docs/UploadVectorDocuments200Response.md
-docs/UploadVectorDocumentsRequest.md
-docs/UploadVectorDocumentsRequestDocumentsInner.md
-docs/UploadVectorDocumentsRequestDocumentsInnerMetadata.md
 docs/UpsertAgentOverlay200Response.md
 docs/UpsertAgentOverlayRequest.md
 docs/V1ContentItem.md
@@ -454,6 +451,7 @@ docs/ValidateCompose422Response.md
 docs/ValidateComposeRequest.md
 docs/Variable.md
 docs/VariablesAPI.md
+docs/VectorDatabaseAPI.md
 docs/Volume.md
 docs/VolumesAPI.md
 docs/WafConfig.md
@@ -725,10 +723,6 @@ model_update_task_200_response.go
 model_update_task_request.go
 model_upload_file_201_response.go
 model_upload_file_request.go
-model_upload_vector_documents_200_response.go
-model_upload_vector_documents_request.go
-model_upload_vector_documents_request_documents_inner.go
-model_upload_vector_documents_request_documents_inner_metadata.go
 model_upsert_agent_overlay_200_response.go
 model_upsert_agent_overlay_request.go
 model_v1_content_item.go
@@ -881,5 +875,6 @@ test/api_scaling_policy_test.go
 test/api_ssh_access_test.go
 test/api_tokens_test.go
 test/api_variables_test.go
+test/api_vector_database_test.go
 test/api_volumes_test.go
 utils.go
diff --git a/README.md b/README.md
@@ -5,7 +5,7 @@ Unified API for QuantCDN Admin and QuantCloud Platform services
 ## Overview
 This API client was generated by the [OpenAPI Generator](https://openapi-generator.tech) project.  By using the [OpenAPI-spec](https://www.openapis.org/) from a remote server, you can easily generate an API client.
 
-- API version: 4.14.0
+- API version: 4.15.0
 - Package version: 1.0.0
 - Generator version: 7.13.0
 - Build package: org.openapitools.codegen.languages.GoClientCodegen
@@ -164,7 +164,6 @@ Class | Method | HTTP request | Description
 *AIVectorDatabaseAPI* | [**GetVectorCollection**](docs/AIVectorDatabaseAPI.md#getvectorcollection) | **Get** /api/v3/organizations/{organisation}/ai/vector-db/collections/{collectionId} | Get Collection Details
 *AIVectorDatabaseAPI* | [**ListVectorCollections**](docs/AIVectorDatabaseAPI.md#listvectorcollections) | **Get** /api/v3/organizations/{organisation}/ai/vector-db/collections | List Vector Database Collections
 *AIVectorDatabaseAPI* | [**QueryVectorCollection**](docs/AIVectorDatabaseAPI.md#queryvectorcollection) | **Post** /api/v3/organizations/{organisation}/ai/vector-db/collections/{collectionId}/query | Semantic Search Query
-*AIVectorDatabaseAPI* | [**UploadVectorDocuments**](docs/AIVectorDatabaseAPI.md#uploadvectordocuments) | **Post** /api/v3/organizations/{organisation}/ai/vector-db/collections/{collectionId}/documents | Upload Documents to Collection
 *ApplicationsAPI* | [**CreateApplication**](docs/ApplicationsAPI.md#createapplication) | **Post** /api/v3/organizations/{organisation}/applications | Create a new application
 *ApplicationsAPI* | [**DeleteApplication**](docs/ApplicationsAPI.md#deleteapplication) | **Delete** /api/v3/organizations/{organisation}/applications/{application} | Delete an application
 *ApplicationsAPI* | [**GetApplication**](docs/ApplicationsAPI.md#getapplication) | **Get** /api/v3/organizations/{organisation}/applications/{application} | Get a single application
@@ -298,6 +297,7 @@ Class | Method | HTTP request | Description
 *VariablesAPI* | [**DeleteEnvironmentVariable**](docs/VariablesAPI.md#deleteenvironmentvariable) | **Delete** /api/v3/organizations/{api_organisation}/applications/{api_application}/environments/{api_environment}/variables/{api_variable} | Delete a variable
 *VariablesAPI* | [**ListEnvironmentVariables**](docs/VariablesAPI.md#listenvironmentvariables) | **Get** /api/v3/organizations/{api_organisation}/applications/{api_application}/environments/{api_environment}/variables | Get all variables for an environment
 *VariablesAPI* | [**UpdateEnvironmentVariable**](docs/VariablesAPI.md#updateenvironmentvariable) | **Put** /api/v3/organizations/{api_organisation}/applications/{api_application}/environments/{api_environment}/variables/{api_variable} | Update a variable
+*VectorDatabaseAPI* | [**ListVectorDocuments**](docs/VectorDatabaseAPI.md#listvectordocuments) | **Get** /api/v3/organizations/{organisation}/ai/vector-db/collections/{collectionId}/documents | List Documents in Collection
 *VolumesAPI* | [**CreateVolume**](docs/VolumesAPI.md#createvolume) | **Post** /api/v3/organizations/{organisation}/applications/{application}/environments/{environment}/volumes | Create a new volume
 *VolumesAPI* | [**DeleteVolume**](docs/VolumesAPI.md#deletevolume) | **Delete** /api/v3/organizations/{organisation}/applications/{application}/environments/{environment}/volumes/{volume} | Delete a volume
 *VolumesAPI* | [**GetVolume**](docs/VolumesAPI.md#getvolume) | **Get** /api/v3/organizations/{organisation}/applications/{application}/environments/{environment}/volumes/{volume} | Get a volume
@@ -568,10 +568,6 @@ Class | Method | HTTP request | Description
  - [UpdateTaskRequest](docs/UpdateTaskRequest.md)
  - [UploadFile201Response](docs/UploadFile201Response.md)
  - [UploadFileRequest](docs/UploadFileRequest.md)
- - [UploadVectorDocuments200Response](docs/UploadVectorDocuments200Response.md)
- - [UploadVectorDocumentsRequest](docs/UploadVectorDocumentsRequest.md)
- - [UploadVectorDocumentsRequestDocumentsInner](docs/UploadVectorDocumentsRequestDocumentsInner.md)
- - [UploadVectorDocumentsRequestDocumentsInnerMetadata](docs/UploadVectorDocumentsRequestDocumentsInnerMetadata.md)
  - [UpsertAgentOverlay200Response](docs/UpsertAgentOverlay200Response.md)
  - [UpsertAgentOverlayRequest](docs/UpsertAgentOverlayRequest.md)
  - [V1ContentItem](docs/V1ContentItem.md)

diff --git a/api/openapi.yaml b/api/openapi.yaml
@@ -2,7 +2,7 @@ openapi: 3.0.0
 info:
   description: Unified API for QuantCDN Admin and QuantCloud Platform services
   title: QuantCDN API
-  version: 4.14.0
+  version: 4.15.0
 servers:
 - description: QuantCDN Public Cloud
   url: https://dashboard.quantcdn.io
@@ -80,6 +80,8 @@ tags:
   name: Volumes
 - description: API token management
   name: Tokens
+- description: Vector Database
+  name: Vector Database
 - description: AI Slack Bots
   name: AI Slack Bots
 - description: AI Governance
@@ -7532,60 +7534,63 @@ paths:
       summary: Delete Documents from Collection
       tags:
       - AI Vector Database
-    post:
-      description: |-
-        Uploads documents to a vector database collection with automatic embedding generation. Documents are chunked (if needed), embedded using the collection's embedding model, and stored.
-             *
-             * **Supported Content:**
-             * - Plain text content
-             * - URLs to fetch content from
-             * - Markdown documents
-             *
-             * **Metadata:**
-             * Each document can include metadata (title, source_url, section, tags) that is returned with search results.
-      operationId: uploadVectorDocuments
+    get:
+      description: Lists documents in a collection with pagination. Supports filtering
+        by document key.
+      operationId: listVectorDocuments
       parameters:
-      - description: The organisation ID
-        explode: false
+      - explode: false
         in: path
         name: organisation
         required: true
         schema:
           type: string
         style: simple
-      - description: The collection ID
-        explode: false
+      - explode: false
         in: path
         name: collectionId
         required: true
         schema:
           format: uuid
           type: string
         style: simple
-      requestBody:
-        content:
-          application/json:
-            schema:
-              $ref: '#/components/schemas/uploadVectorDocuments_request'
-        required: true
+      - description: Filter by document key
+        explode: true
+        in: query
+        name: key
+        required: false
+        schema:
+          type: string
+        style: form
+      - explode: true
+        in: query
+        name: limit
+        required: false
+        schema:
+          default: 50
+          maximum: 100
+          type: integer
+        style: form
+      - explode: true
+        in: query
+        name: offset
+        required: false
+        schema:
+          default: 0
+          type: integer
+        style: form
       responses:
         "200":
-          content:
-            application/json:
-              schema:
-                $ref: '#/components/schemas/uploadVectorDocuments_200_response'
-          description: Documents uploaded successfully
-        "400":
-          description: Invalid request parameters
+          description: Documents retrieved successfully
         "403":
           description: Access denied
         "404":
           description: Collection not found
         "500":
-          description: Failed to upload documents
-      summary: Upload Documents to Collection
+          description: Failed to list documents
+      summary: List Documents in Collection
       tags:
-      - AI Vector Database
+      - Vector Database
   /api/v3/organizations/{organisation}/ai/vector-db/collections/{collectionId}/query:
     post:
       description: |-
@@ -20864,59 +20869,6 @@ components:
         collection:
           $ref: '#/components/schemas/getVectorCollection_200_response_collection'
       type: object
-    uploadVectorDocuments_request_documents_inner_metadata:
-      properties:
-        title:
-          type: string
-        source_url:
-          type: string
-        section:
-          type: string
-        tags:
-          items:
-            type: string
-          type: array
-      type: object
-    uploadVectorDocuments_request_documents_inner:
-      properties:
-        content:
-          description: Document text content
-          type: string
-        metadata:
-          $ref: '#/components/schemas/uploadVectorDocuments_request_documents_inner_metadata'
-      required:
-      - content
-      type: object
-    uploadVectorDocuments_request:
-      properties:
-        documents:
-          items:
-            $ref: '#/components/schemas/uploadVectorDocuments_request_documents_inner'
-          type: array
-      required:
-      - documents
-      type: object
-    uploadVectorDocuments_200_response:
-      example:
-        chunksCreated: 0
-        success: true
-        message: message
-        documentIds:
-        - documentIds
-        - documentIds
-      properties:
-        success:
-          example: true
-          type: boolean
-        documentIds:
-          items:
-            type: string
-          type: array
-        chunksCreated:
-          type: integer
-        message:
-          type: string
-      type: object
     deleteVectorDocuments_request_metadata:
       properties:
         field:
@@ -20939,6 +20891,12 @@ components:
             format: uuid
             type: string
           type: array
+        keys:
+          description: Delete documents by key
+          items:
+            maxLength: 512
+            type: string
+          type: array
         metadata:
           $ref: '#/components/schemas/deleteVectorDocuments_request_metadata'
       type: object

diff --git a/api_ai_agents.go b/api_ai_agents.go
diff --git a/api_ai_custom_tools.go b/api_ai_custom_tools.go
diff --git a/api_ai_file_storage.go b/api_ai_file_storage.go
diff --git a/api_ai_filter_policies.go b/api_ai_filter_policies.go
diff --git a/api_ai_governance.go b/api_ai_governance.go
diff --git a/api_ai_inference.go b/api_ai_inference.go
diff --git a/api_ai_models.go b/api_ai_models.go
diff --git a/api_ai_monitoring.go b/api_ai_monitoring.go
diff --git a/api_ai_orchestrations.go b/api_ai_orchestrations.go
diff --git a/api_ai_sessions.go b/api_ai_sessions.go
diff --git a/api_ai_skills.go b/api_ai_skills.go
diff --git a/api_ai_slack_bots.go b/api_ai_slack_bots.go
diff --git a/api_ai_task_management.go b/api_ai_task_management.go
diff --git a/api_ai_tools.go b/api_ai_tools.go