feat: add BatchGenerateRelated API for batch processing of related paragraphs

apps/knowledge/api/paragraph.py

@@ -4,7 +4,7 @@ from drf_spectacular.utils import OpenApiParameter
 from common.mixins.api_mixin import APIMixin
 from common.result import DefaultResultSerializer, ResultSerializer
 from knowledge.serializers.common import BatchSerializer
-from knowledge.serializers.paragraph import ParagraphSerializer
+from knowledge.serializers.paragraph import ParagraphSerializer, ParagraphBatchGenerateRelatedSerializer
 from knowledge.serializers.problem import ProblemSerializer
 
 
@@ -106,6 +106,16 @@ class ParagraphBatchDeleteAPI(ParagraphCreateAPI):
         return DefaultResultSerializer
 
 
+class ParagraphBatchGenerateRelatedAPI(ParagraphCreateAPI):
+    @staticmethod
+    def get_request():
+        return ParagraphBatchGenerateRelatedSerializer
+
+    @staticmethod
+    def get_response():
+        return DefaultResultSerializer
+
+
 class ParagraphGetAPI(APIMixin):
     @staticmethod
     def get_parameters():

apps/knowledge/serializers/paragraph.py

@@ -3,15 +3,17 @@
 from typing import Dict
 
 import uuid_utils.compat as uuid
+from celery_once import AlreadyQueued
 from django.db import transaction
 from django.db.models import QuerySet, Count
 from django.utils.translation import gettext_lazy as _
 from rest_framework import serializers
 
 from common.db.search import page_search
+from common.event import ListenerManagement
 from common.exception.app_exception import AppApiException
 from common.utils.common import post
-from knowledge.models import Paragraph, Problem, Document, ProblemParagraphMapping, SourceType
+from knowledge.models import Paragraph, Problem, Document, ProblemParagraphMapping, SourceType, TaskType, State
 from knowledge.serializers.common import ProblemParagraphObject, ProblemParagraphManage, \
     get_embedding_model_id_by_knowledge_id, update_document_char_length, BatchSerializer
 from knowledge.serializers.problem import ProblemInstanceSerializer, ProblemSerializer, ProblemSerializers
@@ -19,6 +21,7 @@ from knowledge.task.embedding import embedding_by_paragraph, enable_embedding_by
     disable_embedding_by_paragraph, \
     delete_embedding_by_paragraph, embedding_by_problem as embedding_by_problem_task, delete_embedding_by_paragraph_ids, \
     embedding_by_problem, delete_embedding_by_source
+from knowledge.task.generate import generate_related_by_paragraph_id_list
 
 
 class ParagraphSerializer(serializers.ModelSerializer):
@@ -47,6 +50,15 @@ class EditParagraphSerializers(serializers.Serializer):
     problem_list = ProblemInstanceSerializer(required=False, many=True)
 
 
+class ParagraphBatchGenerateRelatedSerializer(serializers.Serializer):
+    paragraph_id_list = serializers.ListField(required=True, label=_('paragraph id list'),
+                                              child=serializers.UUIDField(required=True, label=_('paragraph id')))
+    model_id = serializers.UUIDField(required=True, label=_('model id'))
+    prompt = serializers.CharField(required=True, label=_('prompt'), max_length=102400, allow_null=True,
+                                   allow_blank=True)
+    document_id = serializers.UUIDField(required=True, label=_('document id'))
+
+
 class ParagraphSerializers(serializers.Serializer):
     title = serializers.CharField(required=False, max_length=256, label=_('section title'), allow_null=True,
                                   allow_blank=True)
@@ -379,6 +391,29 @@ class ParagraphSerializers(serializers.Serializer):
             delete_embedding_by_paragraph_ids(paragraph_id_list)
             return True
 
+        def batch_generate_related(self, instance: Dict, with_valid=True):
+            if with_valid:
+                self.is_valid(raise_exception=True)
+            paragraph_id_list = instance.get("paragraph_id_list")
+            model_id = instance.get("model_id")
+            prompt = instance.get("prompt")
+            document_id = self.data.get('document_id')
+            ListenerManagement.update_status(
+                QuerySet(Document).filter(id=document_id),
+                TaskType.GENERATE_PROBLEM,
+                State.PENDING
+            )
+            ListenerManagement.update_status(
+                QuerySet(Paragraph).filter(id__in=paragraph_id_list),
+                TaskType.GENERATE_PROBLEM,
+                State.PENDING
+            )
+            ListenerManagement.get_aggregation_document_status(document_id)()
+            try:
+                generate_related_by_paragraph_id_list.delay(document_id, paragraph_id_list, model_id, prompt)
+            except AlreadyQueued as e:
+                raise AppApiException(500, _('The task is being executed, please do not send it again.'))
+
 
 def delete_problems_and_mappings(paragraph_ids):
     problem_paragraph_mappings = ProblemParagraphMapping.objects.filter(paragraph_id__in=paragraph_ids)

apps/knowledge/urls.py

@@ -31,6 +31,7 @@ urlpatterns = [
     path('workspace/<str:workspace_id>/knowledge/<str:knowledge_id>/document/<str:document_id>/batch_cancel_task', views.DocumentView.BatchCancelTask.as_view()),
     path('workspace/<str:workspace_id>/knowledge/<str:knowledge_id>/document/<str:document_id>/paragraph', views.ParagraphView.as_view()),
     path('workspace/<str:workspace_id>/knowledge/<str:knowledge_id>/document/<str:document_id>/paragraph/batch_delete', views.ParagraphView.BatchDelete.as_view()),
+    path('workspace/<str:workspace_id>/knowledge/<str:knowledge_id>/document/<str:document_id>/paragraph/batch_generate_related', views.ParagraphView.BatchGenerateRelated.as_view()),
     path('workspace/<str:workspace_id>/knowledge/<str:knowledge_id>/document/<str:document_id>/paragraph/<str:paragraph_id>', views.ParagraphView.Operate.as_view()),
     path('workspace/<str:workspace_id>/knowledge/<str:knowledge_id>/document/<str:document_id>/paragraph/<str:paragraph_id>/problem', views.ParagraphView.Problem.as_view()),
     path( 'workspace/<str:workspace_id>/knowledge/<str:knowledge_id>/document/<str:document_id>/paragraph/<int:current_page>/<int:page_size>', views.ParagraphView.Page.as_view()),

apps/knowledge/views/paragraph.py

@@ -9,7 +9,8 @@ from common.constants.permission_constants import PermissionConstants
 from common.result import result
 from common.utils.common import query_params_to_single_dict
 from knowledge.api.paragraph import ParagraphReadAPI, ParagraphCreateAPI, ParagraphBatchDeleteAPI, ParagraphEditAPI, \
-    ParagraphGetAPI, ProblemCreateAPI, UnAssociationAPI, AssociationAPI, ParagraphPageAPI
+    ParagraphGetAPI, ProblemCreateAPI, UnAssociationAPI, AssociationAPI, ParagraphPageAPI, \
+    ParagraphBatchGenerateRelatedAPI
 from knowledge.serializers.paragraph import ParagraphSerializers
 
 
@@ -70,6 +71,25 @@ class ParagraphView(APIView):
                 data={'workspace_id': workspace_id, 'knowledge_id': knowledge_id, 'document_id': document_id}
             ).batch_delete(request.data))
 
+    class BatchGenerateRelated(APIView):
+        authentication_classes = [TokenAuth]
+
+        @extend_schema(
+            methods=['PUT'],
+            summary=_('Batch Generate Related'),
+            description=_('Batch Generate Related'),
+            operation_id=_('Batch Generate Related'),
+            parameters=ParagraphBatchGenerateRelatedAPI.get_parameters(),
+            request=ParagraphBatchGenerateRelatedAPI.get_request(),
+            responses=ParagraphBatchGenerateRelatedAPI.get_response(),
+            tags=[_('Knowledge Base/Documentation/Paragraph')]
+        )
+        @has_permissions(PermissionConstants.DOCUMENT_EDIT.get_workspace_permission())
+        def put(self, request: Request, workspace_id: str, knowledge_id: str, document_id: str):
+            return result.success(ParagraphSerializers.Batch(
+                data={'workspace_id': workspace_id, 'knowledge_id': knowledge_id, 'document_id': document_id}
+            ).batch_generate_related(request.data))
+
     class Operate(APIView):
         authentication_classes = [TokenAuth]