diff --git a/.vscode/launch.json b/.vscode/launch.json
new file mode 100644
index 000000000..a081ac138
--- /dev/null
+++ b/.vscode/launch.json
@@ -0,0 +1,39 @@
+{
+  "version": "0.2.0",
+  "configurations": [
+    {
+      "name": "Next.js: debug server-side",
+      "type": "node-terminal",
+      "request": "launch",
+      "command": "pnpm run dev",
+      "cwd": "${workspaceFolder}/projects/app"
+    },
+    {
+      "name": "Next.js: debug client-side",
+      "type": "chrome",
+      "request": "launch",
+      "url": "http://localhost:3000"
+    },
+    {
+      "name": "Next.js: debug client-side (Edge)",
+      "type": "msedge",
+      "request": "launch",
+      "url": "http://localhost:3000"
+    },
+    {
+      "name": "Next.js: debug full stack",
+      "type": "node-terminal",
+      "request": "launch",
+      "command": "pnpm run dev",
+      "cwd": "${workspaceFolder}/projects/app",
+      "skipFiles": ["<node_internals>/**"],
+      "serverReadyAction": {
+        "action": "debugWithEdge",
+        "killOnServerStop": true,
+        "pattern": "- Local:.+(https?://.+)",
+        "uriFormat": "%s",
+        "webRoot": "${workspaceFolder}/projects/app"
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/projects/app/src/pages/api/core/workflow/debug.ts b/projects/app/src/pages/api/core/workflow/debug.ts
index 4bdbe2097..272b9fbdc 100644
--- a/projects/app/src/pages/api/core/workflow/debug.ts
+++ b/projects/app/src/pages/api/core/workflow/debug.ts
@@ -10,13 +10,50 @@ import { NextAPI } from '@/service/middleware/entry';
 import { ReadPermissionVal } from '@fastgpt/global/support/permission/constant';
 import { defaultApp } from '@/web/core/app/constants';
 import { WORKFLOW_MAX_RUN_TIMES } from '@fastgpt/service/core/workflow/constants';
+import { ChatCompletionMessageParam } from '@fastgpt/global/core/ai/type';
+import { AppChatConfigType } from '@fastgpt/global/core/app/type';
+import { GPTMessages2Chats } from '@fastgpt/global/core/chat/adapt';
+import { SseResponseEventEnum } from '@fastgpt/global/core/workflow/runtime/constants';
+import {
+  getMaxHistoryLimitFromNodes,
+  getWorkflowEntryNodeIds,
+  initWorkflowEdgeStatus,
+  rewriteNodeOutputByHistories,
+  storeNodes2RuntimeNodes,
+  textAdaptGptResponse
+} from '@fastgpt/global/core/workflow/runtime/utils';
+import { responseWrite } from '@fastgpt/service/common/response';
+import { getWorkflowResponseWrite } from '@fastgpt/service/core/workflow/dispatch/utils';
+import { AppTypeEnum } from '@fastgpt/global/core/app/constants';
+import { getPluginInputsFromStoreNodes } from '@fastgpt/global/core/app/plugin/utils';
+import { UserChatItemType, UserChatItemValueItemType } from '@fastgpt/global/core/chat/type';
+import {
+  getPluginRunUserQuery,
+  updatePluginInputByVariables
+} from '@fastgpt/global/core/workflow/utils';
+import { concatHistories, removeEmptyUserInput } from '@fastgpt/global/core/chat/utils';
+import { MongoChat } from '@fastgpt/service/core/chat/chatSchema';
+import { getChatItems } from '@fastgpt/service/core/chat/controller';
 
 async function handler(
   req: NextApiRequest,
   res: NextApiResponse
 ): Promise<PostWorkflowDebugResponse> {
-  const { nodes = [], edges = [], variables = {}, appId } = req.body as PostWorkflowDebugProps;
-
+  const {
+    nodes = [],
+    edges = [],
+    appId,
+    messages = [],
+    chatId = '',
+    chatConfig = defaultApp.chatConfig,
+    responseChatItemId = '' // 在内联类型中添加
+  } = req.body as PostWorkflowDebugProps & {
+    messages?: ChatCompletionMessageParam[];
+    chatId?: string;
+    responseChatItemId?: string; // 在内联类型中添加
+    chatConfig?: AppChatConfigType; // 在内联类型中添加
+  };
+  let variables = req.body.variables || {};
   if (!nodes) {
     throw new Error('Prams Error');
   }
@@ -27,6 +64,25 @@ async function handler(
     throw new Error('Edges is not array');
   }
 
+  const entryNodeIds = nodes
+    .filter((node) => node.isEntry)
+    .map((node) => node.nodeId)
+    .filter((nodeId) => !!nodeId);
+  if (entryNodeIds.length === 0) {
+    throw new Error('No entry node found');
+  }
+  if (entryNodeIds.length > 1) {
+    throw new Error('More than one entry node found');
+  }
+  const isInteractiveNode = nodes.some(
+    (node) =>
+      node.nodeId === entryNodeIds[0] &&
+      (node.flowNodeType === 'userSelect' || node.flowNodeType === 'formInput')
+  );
+  console.log('isInteractiveNode', isInteractiveNode);
+
+  const chatMessages = GPTMessages2Chats(messages);
+  //
   /* user auth */
   const [{ teamId, tmbId }, { app }] = await Promise.all([
     authCert({
@@ -35,15 +91,79 @@ async function handler(
     }),
     authApp({ req, authToken: true, appId, per: ReadPermissionVal })
   ]);
+  const appName = `${app.name}-Debug`;
 
   // auth balance
-  const { timezone, externalProvider } = await getUserChatInfoAndAuthTeamPoints(tmbId);
+  const isPlugin = app.type === AppTypeEnum.plugin;
 
+  let userQuestion: UserChatItemType | undefined;
+  if (isInteractiveNode) {
+    userQuestion = (() => {
+      if (isPlugin) {
+        return getPluginRunUserQuery({
+          pluginInputs: getPluginInputsFromStoreNodes(app.modules),
+          variables,
+          files: variables.files
+        });
+      }
+
+      const latestHumanChat = chatMessages.pop() as UserChatItemType | undefined;
+      if (!latestHumanChat) {
+        throw new Error('User question is empty');
+      }
+      return latestHumanChat;
+    })();
+  }
+
+  const limit = getMaxHistoryLimitFromNodes(nodes);
+  const [{ histories }, chatDetail, { timezone, externalProvider }] = await Promise.all([
+    getChatItems({
+      appId,
+      chatId,
+      offset: 0,
+      limit,
+      field: `dataId obj value nodeOutputs`
+    }),
+    MongoChat.findOne({ appId: app._id, chatId }, 'source variableList variables'),
+    // auth balance
+    getUserChatInfoAndAuthTeamPoints(tmbId)
+  ]);
+
+  if (chatDetail?.variables) {
+    variables = {
+      ...chatDetail.variables,
+      ...variables
+    };
+  }
+
+  const newHistories = concatHistories(histories, chatMessages);
+
+  // Get runtimeNodes
+  let runtimeNodes = storeNodes2RuntimeNodes(nodes, getWorkflowEntryNodeIds(nodes, newHistories));
+  if (isPlugin) {
+    runtimeNodes = updatePluginInputByVariables(runtimeNodes, variables);
+    variables = {};
+  }
+  runtimeNodes = rewriteNodeOutputByHistories(newHistories, runtimeNodes);
+  let runtimeEdges = edges;
+  let query: UserChatItemValueItemType[] = [];
+  if (isInteractiveNode && userQuestion) {
+    runtimeEdges = initWorkflowEdgeStatus(edges, newHistories);
+    query = removeEmptyUserInput(userQuestion.value);
+  } else if (!isInteractiveNode) {
+    runtimeEdges = edges;
+    runtimeNodes = nodes;
+    query = [];
+  }
   /* start process */
   const { flowUsages, flowResponses, debugResponse, newVariables } = await dispatchWorkFlow({
     res,
     requestOrigin: req.headers.origin,
     mode: 'debug',
+    timezone,
+    externalProvider,
+    uid: tmbId,
+
     runningAppInfo: {
       id: app._id,
       teamId: app.teamId,
@@ -53,21 +173,21 @@ async function handler(
       teamId,
       tmbId
     },
-    uid: tmbId,
-    timezone,
-    externalProvider,
-    runtimeNodes: nodes,
-    runtimeEdges: edges,
+
+    chatId,
+    responseChatItemId,
+    runtimeNodes,
+    runtimeEdges,
     variables,
-    query: [],
+    query,
     chatConfig: defaultApp.chatConfig,
-    histories: [],
+    histories: newHistories,
     stream: false,
     maxRunTimes: WORKFLOW_MAX_RUN_TIMES
   });
 
   createChatUsage({
-    appName: `${app.name}-Debug`,
+    appName,
     appId,
     teamId,
     tmbId,