refactor: remove knowledge base references from AI agent model and related services

- Removed KnowledgeIDs from CreateAIAgentRequest and AIAgentResponse.
- Updated buildAIAgentResponseWithLocale to eliminate knowledge base name retrieval.
- Refactored AI agent repository and service to remove knowledge base handling.
- Adjusted dashboard service to no longer track AI agents without knowledge bases.
- Modified knowledge base service to check for workflow references instead of AI agent references.
- Updated frontend components to remove knowledge base selection and display.
- Enhanced workflow validation to ensure knowledge retrieve nodes have associated knowledge bases.

internal/ai/workflow/registry/registry.go

@@ -32,7 +32,6 @@ func DefaultRegistry() *Registry {
 				output("messageId", "消息 ID", VariableTypeInteger, "客户本轮消息的内部编号。"),
 				output("aiAgentId", "AI Agent ID", VariableTypeInteger, "当前处理会话的 AI Agent 编号。"),
 				output("userMessage", "用户消息", VariableTypeString, "客户本轮发送的原始消息内容。"),
-				output("knowledgeBaseIds", "知识库 ID 列表", VariableTypeIntegerArray, "当前 AI Agent 已绑定的知识库编号列表。"),
 			},
 		},
 		NodeSpec{
@@ -120,6 +119,14 @@ func DefaultRegistry() *Registry {
 			Description: "Retrieve knowledge for the current user message.",
 			Icon:        "BookOpenIcon",
 			RiskLevel:   NodeRiskLevelLow,
+			ConfigSchema: map[string]any{
+				"knowledgeBaseIds": map[string]any{
+					"type":        string(VariableTypeIntegerArray),
+					"label":       "知识库",
+					"required":    true,
+					"description": "本节点检索时使用的知识库列表，按顺序表示优先级。",
+				},
+			},
 			InputSchema: []VariableSpec{
 				requiredInput("query", "检索问题", VariableTypeString, "用于检索知识库的客户问题或查询文本。"),
 			},

internal/ai/workflow/registry/registry_test.go

@@ -23,8 +23,8 @@ func TestDefaultRegistryExposesStartOutputs(t *testing.T) {
 	if !hasVariable(spec.OutputSchema, "userMessage", VariableTypeString) {
 		t.Fatalf("expected start output userMessage:string, got %#v", spec.OutputSchema)
 	}
-	if !hasVariable(spec.OutputSchema, "knowledgeBaseIds", VariableTypeIntegerArray) {
-		t.Fatalf("expected start output knowledgeBaseIds:array<int>, got %#v", spec.OutputSchema)
+	if hasVariableName(spec.OutputSchema, "knowledgeBaseIds") {
+		t.Fatalf("did not expect start output knowledgeBaseIds after knowledge binding moved to retrieve node, got %#v", spec.OutputSchema)
 	}
 }
 
@@ -39,6 +39,9 @@ func TestDefaultRegistryExposesKnowledgeRetrieveInputsAndOutputs(t *testing.T) {
 	if !hasVariable(spec.OutputSchema, "items", VariableTypeObjectArray) {
 		t.Fatalf("expected knowledge_retrieve output items:array<object>, got %#v", spec.OutputSchema)
 	}
+	if spec.ConfigSchema == nil {
+		t.Fatalf("expected knowledge_retrieve config schema")
+	}
 }
 
 func TestDefaultRegistryExposesSendReplyRequiredInput(t *testing.T) {