diff --git a/docSite/content/zh-cn/docs/development/upgrading/498.md b/docSite/content/zh-cn/docs/development/upgrading/498.md
index 9a6209b18..29d9162e8 100644
--- a/docSite/content/zh-cn/docs/development/upgrading/498.md
+++ b/docSite/content/zh-cn/docs/development/upgrading/498.md
@@ -24,4 +24,6 @@ weight: 792
 
 1. 应用列表/知识库列表，删除行权限展示问题。
 2. 打开知识库搜索参数后，重排选项自动被打开。
+3. LLM json_schema 模式 API 请求格式错误。 
+4. 重新训练时，图片过期索引未成功清除，导致图片会丢失。
 
diff --git a/packages/service/core/ai/utils.ts b/packages/service/core/ai/utils.ts
index f29080177..2485a7af8 100644
--- a/packages/service/core/ai/utils.ts
+++ b/packages/service/core/ai/utils.ts
@@ -11,6 +11,7 @@ import type {
 import { getLLMModel } from './model';
 import { getLLMDefaultUsage } from '@fastgpt/global/core/ai/constants';
 import { getNanoid } from '@fastgpt/global/common/string/tools';
+import json5 from 'json5';
 
 /* 
   Count response max token
@@ -54,8 +55,6 @@ type InferCompletionsBody<T> = T extends { stream: true }
 
 export const llmCompletionsBodyFormat = <T extends CompletionsBodyType>(
   body: T & {
-    response_format?: any;
-    json_schema?: string;
     stop?: string;
   },
   model: string | LLMModelItemType
@@ -65,8 +64,26 @@ export const llmCompletionsBodyFormat = <T extends CompletionsBodyType>(
     return body as unknown as InferCompletionsBody<T>;
   }
 
-  const response_format = body.response_format;
-  const json_schema = body.json_schema ?? undefined;
+  const response_format = (() => {
+    if (!body.response_format?.type) return undefined;
+    if (body.response_format.type === 'json_schema') {
+      try {
+        return {
+          type: 'json_schema',
+          json_schema: json5.parse(body.response_format?.json_schema as unknown as string)
+        };
+      } catch (error) {
+        throw new Error('Json schema error');
+      }
+    }
+    if (body.response_format.type) {
+      return {
+        type: body.response_format.type
+      };
+    }
+    return undefined;
+  })();
+
   const stop = body.stop ?? undefined;
 
   const requestBody: T = {
@@ -80,12 +97,7 @@ export const llmCompletionsBodyFormat = <T extends CompletionsBodyType>(
           })
         : undefined,
     ...modelData?.defaultConfig,
-    response_format: response_format
-      ? {
-          type: response_format,
-          json_schema
-        }
-      : undefined,
+    response_format,
     stop: stop?.split('|')
   };
 
diff --git a/packages/service/core/workflow/dispatch/agent/runTool/functionCall.ts b/packages/service/core/workflow/dispatch/agent/runTool/functionCall.ts
index db53e8fdd..d22bbec3e 100644
--- a/packages/service/core/workflow/dispatch/agent/runTool/functionCall.ts
+++ b/packages/service/core/workflow/dispatch/agent/runTool/functionCall.ts
@@ -235,8 +235,10 @@ export const runToolWithFunctionCall = async (
       max_tokens,
       top_p: aiChatTopP,
       stop: aiChatStopSign,
-      response_format: aiChatResponseFormat,
-      json_schema: aiChatJsonSchema
+      response_format: {
+        type: aiChatResponseFormat as any,
+        json_schema: aiChatJsonSchema
+      }
     },
     toolModel
   );
diff --git a/packages/service/core/workflow/dispatch/agent/runTool/promptCall.ts b/packages/service/core/workflow/dispatch/agent/runTool/promptCall.ts
index 5febe4951..441797aee 100644
--- a/packages/service/core/workflow/dispatch/agent/runTool/promptCall.ts
+++ b/packages/service/core/workflow/dispatch/agent/runTool/promptCall.ts
@@ -243,8 +243,10 @@ export const runToolWithPromptCall = async (
       max_tokens,
       top_p: aiChatTopP,
       stop: aiChatStopSign,
-      response_format: aiChatResponseFormat,
-      json_schema: aiChatJsonSchema
+      response_format: {
+        type: aiChatResponseFormat as any,
+        json_schema: aiChatJsonSchema
+      }
     },
     toolModel
   );
diff --git a/packages/service/core/workflow/dispatch/agent/runTool/toolChoice.ts b/packages/service/core/workflow/dispatch/agent/runTool/toolChoice.ts
index bdda6d42d..63675edb9 100644
--- a/packages/service/core/workflow/dispatch/agent/runTool/toolChoice.ts
+++ b/packages/service/core/workflow/dispatch/agent/runTool/toolChoice.ts
@@ -296,8 +296,10 @@ export const runToolWithToolChoice = async (
       max_tokens,
       top_p: aiChatTopP,
       stop: aiChatStopSign,
-      response_format: aiChatResponseFormat,
-      json_schema: aiChatJsonSchema
+      response_format: {
+        type: aiChatResponseFormat as any,
+        json_schema: aiChatJsonSchema
+      }
     },
     toolModel
   );
diff --git a/packages/service/core/workflow/dispatch/chat/oneapi.ts b/packages/service/core/workflow/dispatch/chat/oneapi.ts
index a98f3ee05..e34e9a49d 100644
--- a/packages/service/core/workflow/dispatch/chat/oneapi.ts
+++ b/packages/service/core/workflow/dispatch/chat/oneapi.ts
@@ -192,8 +192,10 @@ export const dispatchChatCompletion = async (props: ChatProps): Promise<ChatResp
       max_tokens,
       top_p: aiChatTopP,
       stop: aiChatStopSign,
-      response_format: aiChatResponseFormat as any,
-      json_schema: aiChatJsonSchema
+      response_format: {
+        type: aiChatResponseFormat as any,
+        json_schema: aiChatJsonSchema
+      }
     },
     modelConstantsData
   );
diff --git a/packages/web/i18n/en/account_bill.json b/packages/web/i18n/en/account_bill.json
index 0e34a8cff..20b4af4c8 100644
--- a/packages/web/i18n/en/account_bill.json
+++ b/packages/web/i18n/en/account_bill.json
@@ -33,6 +33,7 @@
   "organization_name": "Organization name",
   "payment_method": "Payment method",
   "payway_coupon": "Redeem code",
+  "rerank": "Rerank",
   "save": "save",
   "save_failed": "Save exception",
   "save_success": "Saved successfully",
diff --git a/packages/web/i18n/zh-CN/account_bill.json b/packages/web/i18n/zh-CN/account_bill.json
index 544283d12..76bac1668 100644
--- a/packages/web/i18n/zh-CN/account_bill.json
+++ b/packages/web/i18n/zh-CN/account_bill.json
@@ -33,6 +33,7 @@
   "organization_name": "组织名称",
   "payment_method": "支付方式",
   "payway_coupon": "兑换码",
+  "rerank": "结果重排",
   "save": "保存",
   "save_failed": "保存异常",
   "save_success": "保存成功",
diff --git a/packages/web/i18n/zh-Hant/account_bill.json b/packages/web/i18n/zh-Hant/account_bill.json
index 3450e3030..4f96960ad 100644
--- a/packages/web/i18n/zh-Hant/account_bill.json
+++ b/packages/web/i18n/zh-Hant/account_bill.json
@@ -33,6 +33,7 @@
   "organization_name": "組織名稱",
   "payment_method": "支付方式",
   "payway_coupon": "兌換碼",
+  "rerank": "結果重排",
   "save": "儲存",
   "save_failed": "儲存異常",
   "save_success": "儲存成功",
diff --git a/projects/app/src/pages/api/core/dataset/collection/create/reTrainingCollection.ts b/projects/app/src/pages/api/core/dataset/collection/create/reTrainingCollection.ts
index 7f8ea7865..43dfc4ef0 100644
--- a/projects/app/src/pages/api/core/dataset/collection/create/reTrainingCollection.ts
+++ b/projects/app/src/pages/api/core/dataset/collection/create/reTrainingCollection.ts
@@ -51,7 +51,7 @@ async function handler(
       if (!collection.fileId) return Promise.reject('fileId is missing');
       return {
         type: DatasetSourceReadTypeEnum.fileLocal,
-        sourceId: collection.fileId
+        sourceId: String(collection.fileId)
       };
     }
     if (collection.type === DatasetCollectionTypeEnum.apiFile) {
@@ -94,6 +94,7 @@ async function handler(
     const { collectionId } = await createCollectionAndInsertData({
       dataset: collection.dataset,
       rawText,
+      relatedId: collection.metadata?.relatedImgId,
       createCollectionParams: {
         ...data,
         teamId: collection.teamId,
diff --git a/projects/app/src/pages/api/core/dataset/searchTest.ts b/projects/app/src/pages/api/core/dataset/searchTest.ts
index 4555e4171..a2956b125 100644
--- a/projects/app/src/pages/api/core/dataset/searchTest.ts
+++ b/projects/app/src/pages/api/core/dataset/searchTest.ts
@@ -95,12 +95,13 @@ async function handler(req: ApiRequestProps<SearchTestProps>): Promise<SearchTes
       });
 
   // push bill
+  const source = apikey ? UsageSourceEnum.api : UsageSourceEnum.fastgpt;
   const { totalPoints: embeddingTotalPoints } = pushGenerateVectorUsage({
     teamId,
     tmbId,
     inputTokens: embeddingTokens,
     model: dataset.vectorModel,
-    source: apikey ? UsageSourceEnum.api : UsageSourceEnum.fastgpt,
+    source,
 
     ...(queryExtensionResult && {
       extensionModel: queryExtensionResult.model,
@@ -118,7 +119,8 @@ async function handler(req: ApiRequestProps<SearchTestProps>): Promise<SearchTes
         teamId,
         tmbId,
         inputTokens: reRankInputTokens,
-        model: rerankModelData.model
+        model: rerankModelData.model,
+        source
       })
     : { totalPoints: 0 };
 
diff --git a/projects/app/src/service/support/wallet/usage/push.ts b/projects/app/src/service/support/wallet/usage/push.ts
index ec7e894e8..33997582d 100644
--- a/projects/app/src/service/support/wallet/usage/push.ts
+++ b/projects/app/src/service/support/wallet/usage/push.ts
@@ -284,12 +284,14 @@ export const pushRerankUsage = ({
   teamId,
   tmbId,
   model,
-  inputTokens
+  inputTokens,
+  source = UsageSourceEnum.fastgpt
 }: {
   teamId: string;
   tmbId: string;
   model: string;
   inputTokens: number;
+  source?: UsageSourceEnum;
 }) => {
   const { totalPoints, modelName } = formatModelChars2Points({
     model,
@@ -300,9 +302,9 @@ export const pushRerankUsage = ({
   createUsage({
     teamId,
     tmbId,
-    appName: modelName,
+    appName: i18nT('account_bill:rerank'),
     totalPoints,
-    source: UsageSourceEnum.fastgpt,
+    source,
     list: [
       {
         moduleName: modelName,