V4.9.6 feature (#4565)

* Dashboard submenu (#4545)

* add app submenu (#4452)

* add app submenu

* fix

* width & i18n

* optimize submenu code (#4515)

* optimize submenu code

* fix

* fix

* fix

* fix ts

* perf: dashboard sub menu

* doc

---------

Co-authored-by: heheer <heheer@sealos.io>

* feat: value format test

* doc

* Mcp export (#4555)

* feat: mcp server

* feat: mcp server

* feat: mcp server build

* update doc

* perf: path selector (#4556)

* perf: path selector

* fix: docker file path

* perf: add image endpoint to dataset search (#4557)

* perf: add image endpoint to dataset search

* fix: mcp_server url

* human in loop (#4558)

* Support interactive nodes for loops, and enhance the function of merging nested and loop node history messages. (#4552)

* feat: add LoopInteractive definition

* feat: Support LoopInteractive type and update related logic

* fix: Refactor loop handling logic and improve output value initialization

* feat: Add mergeSignId to dispatchLoop and dispatchRunAppNode responses

* feat: Enhance mergeChatResponseData to recursively merge plugin details and improve response handling

* refactor: Remove redundant comments in mergeChatResponseData for clarity

* perf: loop interactive

* perf: human in loop

---------

Co-authored-by: Theresa <63280168+sd0ric4@users.noreply.github.com>

* mcp server ui

* integrate mcp (#4549)

* integrate mcp

* delete unused code

* fix ts

* bug fix

* fix

* support whole mcp tools

* add try catch

* fix

* fix

* fix ts

* fix test

* fix ts

* fix: interactive in v1 completions

* doc

* fix: router path

* fix mcp integrate (#4563)

* fix mcp integrate

* fix ui

* fix: mcp ux

* feat: mcp call title

* remove repeat loading

* fix mcp tools avatar (#4564)

* fix

* fix avatar

* fix update version

* update doc

* fix: value format

* close server and remove cache

* perf: avatar

---------

Co-authored-by: heheer <heheer@sealos.io>
Co-authored-by: Theresa <63280168+sd0ric4@users.noreply.github.com>

packages/global/core/workflow/node/constant.ts

@@ -140,7 +140,9 @@ export enum FlowNodeTypeEnum {
   loopStart = 'loopStart',
   loopEnd = 'loopEnd',
   formInput = 'formInput',
-  comment = 'comment'
+  comment = 'comment',
+  tool = 'tool',
+  toolSet = 'toolSet'
 }
 
 // node IO value type

packages/global/core/workflow/runtime/type.d.ts

@@ -217,6 +217,8 @@ export type DispatchNodeResponseType = {
   // tool params
   toolParamsResult?: Record<string, any>;
 
+  toolRes?: any;
+
   // abandon
   extensionModel?: string;
   extensionResult?: string;

packages/global/core/workflow/runtime/utils.ts

@@ -10,6 +10,7 @@ import { FlowNodeOutputItemType, ReferenceValueType } from '../type/io';
 import { ChatItemType, NodeOutputItemType } from '../../../core/chat/type';
 import { ChatItemValueTypeEnum, ChatRoleEnum } from '../../../core/chat/constants';
 import { replaceVariable, valToStr } from '../../../common/string/tools';
+import json5 from 'json5';
 import {
   InteractiveNodeResponseType,
   WorkflowInteractiveResponseType
@@ -18,7 +19,10 @@ import {
 export const extractDeepestInteractive = (
   interactive: WorkflowInteractiveResponseType
 ): WorkflowInteractiveResponseType => {
-  if (interactive?.type === 'childrenInteractive' && interactive.params?.childrenResponse) {
+  if (
+    (interactive?.type === 'childrenInteractive' || interactive?.type === 'loopInteractive') &&
+    interactive.params?.childrenResponse
+  ) {
     return extractDeepestInteractive(interactive.params.childrenResponse);
   }
   return interactive;
@@ -40,6 +44,113 @@ export const getMaxHistoryLimitFromNodes = (nodes: StoreNodeItemType[]): number
   return limit * 2;
 };
 
+/* value type format */
+export const valueTypeFormat = (value: any, type?: WorkflowIOValueTypeEnum) => {
+  const isObjectString = (value: any) => {
+    if (typeof value === 'string' && value !== 'false' && value !== 'true') {
+      const trimmedValue = value.trim();
+      const isJsonString =
+        (trimmedValue.startsWith('{') && trimmedValue.endsWith('}')) ||
+        (trimmedValue.startsWith('[') && trimmedValue.endsWith(']'));
+      return isJsonString;
+    }
+    return false;
+  };
+
+  // 1. any值，忽略格式化
+  if (value === undefined || value === null) return value;
+  if (!type || type === WorkflowIOValueTypeEnum.any) return value;
+
+  // 2. 如果值已经符合目标类型，直接返回
+  if (
+    (type === WorkflowIOValueTypeEnum.string && typeof value === 'string') ||
+    (type === WorkflowIOValueTypeEnum.number && typeof value === 'number') ||
+    (type === WorkflowIOValueTypeEnum.boolean && typeof value === 'boolean') ||
+    (type.startsWith('array') && Array.isArray(value)) ||
+    (type === WorkflowIOValueTypeEnum.object && typeof value === 'object') ||
+    (type === WorkflowIOValueTypeEnum.chatHistory &&
+      (Array.isArray(value) || typeof value === 'number')) ||
+    (type === WorkflowIOValueTypeEnum.datasetQuote && Array.isArray(value)) ||
+    (type === WorkflowIOValueTypeEnum.selectDataset && Array.isArray(value)) ||
+    (type === WorkflowIOValueTypeEnum.selectApp && typeof value === 'object')
+  ) {
+    return value;
+  }
+
+  // 4. 按目标类型，进行格式转化
+  // 4.1 基本类型转换
+  if (type === WorkflowIOValueTypeEnum.string) {
+    return typeof value === 'object' ? JSON.stringify(value) : String(value);
+  }
+  if (type === WorkflowIOValueTypeEnum.number) {
+    return Number(value);
+  }
+  if (type === WorkflowIOValueTypeEnum.boolean) {
+    if (typeof value === 'string') {
+      return value.toLowerCase() === 'true';
+    }
+    return Boolean(value);
+  }
+
+  // 4.3 字符串转对象
+  if (
+    (type === WorkflowIOValueTypeEnum.object || type.startsWith('array')) &&
+    typeof value === 'string' &&
+    value.trim()
+  ) {
+    const trimmedValue = value.trim();
+    const isJsonString = isObjectString(trimmedValue);
+
+    if (isJsonString) {
+      try {
+        const parsed = json5.parse(trimmedValue);
+        // 检测解析结果与目标类型是否一致
+        if (type.startsWith('array') && Array.isArray(parsed)) return parsed;
+        if (type === WorkflowIOValueTypeEnum.object && typeof parsed === 'object') return parsed;
+      } catch (error) {}
+    }
+  }
+
+  // 4.4 数组类型(这里 value 不是数组类型)（TODO: 嵌套数据类型转化）
+  if (type.startsWith('array')) {
+    return [value];
+  }
+
+  // 4.5 特殊类型处理
+  if (
+    [WorkflowIOValueTypeEnum.datasetQuote, WorkflowIOValueTypeEnum.selectDataset].includes(type)
+  ) {
+    if (isObjectString(value)) {
+      try {
+        return json5.parse(value);
+      } catch (error) {
+        return [];
+      }
+    }
+    return [];
+  }
+  if (
+    [WorkflowIOValueTypeEnum.selectApp, WorkflowIOValueTypeEnum.object].includes(type) &&
+    typeof value === 'string'
+  ) {
+    if (isObjectString(value)) {
+      try {
+        return json5.parse(value);
+      } catch (error) {
+        return {};
+      }
+    }
+    return {};
+  }
+  // Invalid history type
+  if (type === WorkflowIOValueTypeEnum.chatHistory) {
+    return 0;
+  }
+
+  // 5. 默认返回原值
+  return value;
+};
+
 /* 
   Get interaction information (if any) from the last AI message.
   What can be done:
@@ -62,7 +173,10 @@ export const getLastInteractiveValue = (
       return;
     }
 
-    if (lastValue.interactive.type === 'childrenInteractive') {
+    if (
+      lastValue.interactive.type === 'childrenInteractive' ||
+      lastValue.interactive.type === 'loopInteractive'
+    ) {
       return lastValue.interactive;
     }
 
@@ -83,7 +197,7 @@ export const getLastInteractiveValue = (
   return;
 };
 
-export const initWorkflowEdgeStatus = (
+export const storeEdges2RuntimeEdges = (
   edges: StoreEdgeItemType[],
   lastInteractive?: WorkflowInteractiveResponseType
 ): RuntimeEdgeItemType[] => {
@@ -114,7 +228,12 @@ export const getWorkflowEntryNodeIds = (
     FlowNodeTypeEnum.pluginInput
   ];
   return nodes
-    .filter((node) => entryList.includes(node.flowNodeType as any))
+    .filter(
+      (node) =>
+        entryList.includes(node.flowNodeType as any) ||
+        (!nodes.some((item) => entryList.includes(item.flowNodeType as any)) &&
+          node.flowNodeType === FlowNodeTypeEnum.tool)
+    )
     .map((item) => item.nodeId);
 };
 
@@ -312,7 +431,6 @@ export const formatVariableValByType = (val: any, valueType?: WorkflowIOValueTyp
   if (
     [
       WorkflowIOValueTypeEnum.object,
-      WorkflowIOValueTypeEnum.chatHistory,
       WorkflowIOValueTypeEnum.datasetQuote,
       WorkflowIOValueTypeEnum.selectApp,
       WorkflowIOValueTypeEnum.selectDataset

packages/global/core/workflow/template/constants.ts

@@ -34,6 +34,8 @@ import { LoopStartNode } from './system/loop/loopStart';
 import { LoopEndNode } from './system/loop/loopEnd';
 import { FormInputNode } from './system/interactive/formInput';
 import { ToolParamsNode } from './system/toolParams';
+import { RunToolNode } from './system/runTool';
+import { RunToolSetNode } from './system/runToolSet';
 
 const systemNodes: FlowNodeTemplateType[] = [
   AiChatModule,
@@ -84,5 +86,7 @@ export const moduleTemplatesFlat: FlowNodeTemplateType[] = [
   RunAppNode,
   RunAppModule,
   LoopStartNode,
-  LoopEndNode
+  LoopEndNode,
+  RunToolNode,
+  RunToolSetNode
 ];

packages/global/core/workflow/template/input.ts

@@ -8,7 +8,7 @@ import { i18nT } from '../../../../web/i18n/utils';
 export const Input_Template_History: FlowNodeInputItemType = {
   key: NodeInputKeyEnum.history,
   renderTypeList: [FlowNodeInputTypeEnum.numberInput, FlowNodeInputTypeEnum.reference],
-  valueType: WorkflowIOValueTypeEnum.chatHistory,
+  valueType: WorkflowIOValueTypeEnum.chatHistory, // Array / Number
   label: i18nT('common:core.module.input.label.chat history'),
   description: i18nT('workflow:max_dialog_rounds'),
 

packages/global/core/workflow/template/system/interactive/type.d.ts

@@ -28,6 +28,15 @@ type ChildrenInteractive = InteractiveNodeType & {
   };
 };
 
+type LoopInteractive = InteractiveNodeType & {
+  type: 'loopInteractive';
+  params: {
+    loopResult: any[];
+    childrenResponse: WorkflowInteractiveResponseType;
+    currentIndex: number;
+  };
+};
+
 export type UserSelectOptionItemType = {
   key: string;
   value: string;
@@ -71,5 +80,7 @@ type UserInputInteractive = InteractiveNodeType & {
 export type InteractiveNodeResponseType =
   | UserSelectInteractive
   | UserInputInteractive
-  | ChildrenInteractive;
+  | ChildrenInteractive
+  | LoopInteractive;
+
 export type WorkflowInteractiveResponseType = InteractiveBasicType & InteractiveNodeResponseType;

packages/global/core/workflow/template/system/runTool.ts

@@ -0,0 +1,19 @@
+import { FlowNodeTemplateTypeEnum } from '../../constants';
+import { FlowNodeTypeEnum } from '../../node/constant';
+import { FlowNodeTemplateType } from '../../type/node';
+import { getHandleConfig } from '../utils';
+
+export const RunToolNode: FlowNodeTemplateType = {
+  id: FlowNodeTypeEnum.tool,
+  templateType: FlowNodeTemplateTypeEnum.other,
+  flowNodeType: FlowNodeTypeEnum.tool,
+  sourceHandle: getHandleConfig(true, true, true, true),
+  targetHandle: getHandleConfig(true, true, true, true),
+  intro: '',
+  name: '',
+  showStatus: false,
+  isTool: true,
+  version: '4.9.6',
+  inputs: [],
+  outputs: []
+};

packages/global/core/workflow/template/system/runToolSet.ts

@@ -0,0 +1,19 @@
+import { FlowNodeTemplateTypeEnum } from '../../constants';
+import { FlowNodeTypeEnum } from '../../node/constant';
+import { FlowNodeTemplateType } from '../../type/node';
+import { getHandleConfig } from '../utils';
+
+export const RunToolSetNode: FlowNodeTemplateType = {
+  id: FlowNodeTypeEnum.toolSet,
+  templateType: FlowNodeTemplateTypeEnum.other,
+  flowNodeType: FlowNodeTypeEnum.toolSet,
+  sourceHandle: getHandleConfig(false, false, false, false),
+  targetHandle: getHandleConfig(false, false, false, false),
+  intro: '',
+  name: '',
+  showStatus: false,
+  isTool: true,
+  version: '4.9.6',
+  inputs: [],
+  outputs: []
+};

packages/global/core/workflow/utils.ts

@@ -311,6 +311,38 @@ export const appData2FlowNodeIO = ({
   };
 };
 
+export const toolData2FlowNodeIO = ({
+  nodes
+}: {
+  nodes: StoreNodeItemType[];
+}): {
+  inputs: FlowNodeInputItemType[];
+  outputs: FlowNodeOutputItemType[];
+} => {
+  const toolNode = nodes.find((node) => node.flowNodeType === FlowNodeTypeEnum.tool);
+
+  return {
+    inputs: toolNode?.inputs || [],
+    outputs: toolNode?.outputs || []
+  };
+};
+
+export const toolSetData2FlowNodeIO = ({
+  nodes
+}: {
+  nodes: StoreNodeItemType[];
+}): {
+  inputs: FlowNodeInputItemType[];
+  outputs: FlowNodeOutputItemType[];
+} => {
+  const toolSetNode = nodes.find((node) => node.flowNodeType === FlowNodeTypeEnum.toolSet);
+
+  return {
+    inputs: toolSetNode?.inputs || [],
+    outputs: toolSetNode?.outputs || []
+  };
+};
+
 export const formatEditorVariablePickerIcon = (
   variables: { key: string; label: string; type?: `${VariableInputEnum}`; required?: boolean }[]
 ): EditorVariablePickerType[] => {