diff --git a/ui/src/api/application/application.ts b/ui/src/api/application/application.ts
index f2ebbd9b2..709fe0335 100644
--- a/ui/src/api/application/application.ts
+++ b/ui/src/api/application/application.ts
@@ -204,6 +204,21 @@ const open: (application_id: string, loading?: Ref<boolean>) => Promise<Result<s
 ) => {
   return get(`${prefix.value}/${application_id}/open`, {}, loading)
 }
+
+/**
+ * 生成优化提示词
+ * 
+ */
+const generate_prompt: (workspace_id:string ,model_id:string, data: any) => Promise<any> = (
+  workspace_id,
+  model_id,
+  data
+) => {
+  const prefix = (window.MaxKB?.prefix ? window.MaxKB?.prefix : '/admin') + '/api'
+  return postStream(`${prefix}/workspace/${workspace_id}/application/model/${model_id}/prompt_generate`, data)
+}
+
+
 /**
  * 对话
  * chat_id: string
@@ -388,4 +403,5 @@ export default {
   speechToText,
   getMcpTools,
   postUploadFile,
+  generate_prompt
 }
diff --git a/ui/src/views/application/ApplicationSetting.vue b/ui/src/views/application/ApplicationSetting.vue
index f1745c727..12a1b112e 100644
--- a/ui/src/views/application/ApplicationSetting.vue
+++ b/ui/src/views/application/ApplicationSetting.vue
@@ -100,6 +100,19 @@
                   </ModelSelect>
                 </el-form-item>
                 <el-form-item :label="$t('views.application.form.roleSettings.label')">
+                  <template #label>
+                    <div class="flex-between">
+                      <span>{{ $t('views.application.form.roleSettings.label') }}</span>
+                      <el-button
+                      type="primary"
+                      link
+                      @click="handleGeneratePromptClick(applicationForm.model_id as string)"
+                      :disabled="!applicationForm.model_id"
+                      >
+                        生成
+                      </el-button>
+                    </div>
+                  </template>
                   <MdEditorMagnify
                     :title="$t('views.application.form.roleSettings.label')"
                     v-model="applicationForm.model_setting.system"
@@ -545,6 +558,7 @@
     </el-card>
 
     <AIModeParamSettingDialog ref="AIModeParamSettingDialogRef" @refresh="refreshForm" />
+    <GeneratePromptDialog @replace="replace " ref="GeneratePromptDialogRef"   />
     <TTSModeParamSettingDialog ref="TTSModeParamSettingDialogRef" @refresh="refreshTTSForm" />
     <ParamSettingDialog ref="ParamSettingDialogRef" @refresh="refreshParam" />
     <AddKnowledgeDialog
@@ -566,6 +580,7 @@ import { reactive, ref, onMounted, computed, onBeforeMount } from 'vue'
 import { useRoute, useRouter } from 'vue-router'
 import { groupBy, set } from 'lodash'
 import AIModeParamSettingDialog from './component/AIModeParamSettingDialog.vue'
+import GeneratePromptDialog from './component/GeneratePrompt.vue'
 import ParamSettingDialog from './component/ParamSettingDialog.vue'
 import AddKnowledgeDialog from './component/AddKnowledgeDialog.vue'
 import type { FormInstance, FormRules } from 'element-plus'
@@ -587,7 +602,9 @@ const router = useRouter()
 const {
   params: { id },
 } = route as any
-
+const replace = (v: any) => {
+  applicationForm.value.model_setting.system=v
+}
 const apiType = computed(() => {
   if (route.path.includes('resource-management')) {
     return 'systemManage'
@@ -615,6 +632,7 @@ const AIModeParamSettingDialogRef = ref<InstanceType<typeof AIModeParamSettingDi
 const ReasoningParamSettingDialogRef = ref<InstanceType<typeof ReasoningParamSettingDialog>>()
 const TTSModeParamSettingDialogRef = ref<InstanceType<typeof TTSModeParamSettingDialog>>()
 const ParamSettingDialogRef = ref<InstanceType<typeof ParamSettingDialog>>()
+const GeneratePromptDialogRef = ref<InstanceType<typeof GeneratePromptDialog>>()
 
 const applicationFormRef = ref<FormInstance>()
 const AddKnowledgeDialogRef = ref()
@@ -743,6 +761,15 @@ const openAIParamSettingDialog = () => {
   }
 }
 
+const openGeneratePromptDialog = (modelId: string) => {
+  GeneratePromptDialogRef.value?.open(modelId)
+}
+
+const handleGeneratePromptClick = (model_id:string) => {
+  openGeneratePromptDialog(model_id)
+}
+
+
 const openReasoningParamSettingDialog = () => {
   ReasoningParamSettingDialogRef.value?.open(applicationForm.value.model_setting)
 }
diff --git a/ui/src/views/application/component/GeneratePrompt.vue b/ui/src/views/application/component/GeneratePrompt.vue
new file mode 100644
index 000000000..3d8d00f78
--- /dev/null
+++ b/ui/src/views/application/component/GeneratePrompt.vue
@@ -0,0 +1,343 @@
+<template>
+  <el-dialog align-center :title="$t('生成提示词')" v-model="dialogVisible"
+    style="width: 600px">
+
+    <div>
+      <div class="dialog-bg">
+        <div class="scrollbar-height">
+          <!-- 生成内容 -->
+          <div style="height: 600px;">
+            <el-card shadow="always" class="mb-8 border-r-8" :style="{
+              '--el-card-padding': '6px 16px',
+              'min-height': answer ? 'auto' : '120px'
+            }">
+              <div>
+                {{ answer }}
+              </div>
+            </el-card>
+            <div>
+              <el-button type="primary" @click="() => emit('replace', answer)">
+                替换
+              </el-button>
+              <el-button type="primary" @click="reAnswerClick" :disabled="!answer || loading" :loading="loading">
+                重新生成
+              </el-button>
+            </div>
+          </div>
+
+          <!-- 文本输入框 -->
+          <div>
+            <div class="ai-chat__operate p-16">
+              <div class="text-center mb-8" v-if="loading">
+                <el-button class="border-primary video-stop-button" @click="stopChat">
+                  <app-icon iconName="app-video-stop" class="mr-8"></app-icon>
+                  停止对话
+                </el-button>
+              </div>
+
+              <div class="operate-textarea">
+                <el-input ref="quickInputRef" v-model="inputValue" :autosize="{ minRows: 1, maxRows: 10 }"
+                  type="textarea" placeholder="请输入您的问题..." :maxlength="100000"
+                  class="chat-operate-textarea" />
+
+                <div class="operate flex-between">
+                  <div>
+                    <slot name="userInput" />
+                  </div>
+                  <div class="flex align-center">
+                    <el-button text class="sent-button" :disabled="!inputValue.trim() || loading" @click="handleSubmit">
+                      <img v-show="!inputValue.trim() || loading" src="@/assets/icon_send.svg" alt="" />
+                      <SendIcon v-show="inputValue.trim() && !loading" />
+                    </el-button>
+                  </div>
+                </div>
+              </div>
+            </div>
+          </div>
+        </div>
+      </div>
+    </div>
+
+
+
+  </el-dialog>
+</template>
+
+<script setup lang="ts">
+import { computed, reactive, ref } from 'vue'
+import generatePromptAPI from '@/api/application/application'
+import useStore from '@/stores';
+const emit = defineEmits(['replace'])
+const { user } = useStore()
+
+const chatMessages = ref<Array<any>>([])
+
+// 原始输入
+const originalUserInput = ref<string>('')
+const modelID = ref('')
+const dialogVisible = ref(false)
+const inputValue = ref<string>('')
+const loading = ref<boolean>(false)
+
+const promptTemplates = {
+  INIT_TEMPLATE: `
+请根据用户描述生成一个完整的AI角色人设模板:
+
+用户需求：{userInput}
+
+请按以下格式生成：
+
+# 角色: 角色名称
+角色概述和主要职责的一句话描述
+
+## 目标：
+角色的工作目标,如果有多目标可以分点列出,但建议更聚焦1-2个目标
+
+## 技能：
+1. 为了实现目标,角色需要具备的技能1
+2. 为了实现目标,角色需要具备的技能2
+3. 为了实现目标,角色需要具备的技能3
+
+## 工作流：
+1. 描述角色工作流程的第一步
+2. 描述角色工作流程的第二步
+3. 描述角色工作流程的第三步
+
+## 输出格式：
+如果对角色的输出格式有特定要求，可以在这里强调并举例说明想要的输出格式
+
+
+## 限制：
+描述角色在互动过程中需要遵循的限制条件1
+描述角色在互动过程中需要遵循的限制条件2
+描述角色在互动过程中需要遵循的限制条件3
+  `
+}
+
+
+
+/**
+ * 获取一个递归函数,处理流式数据
+ * @param chat    每一条对话记录
+ * @param reader  流数据
+ * @param stream  是否是流式数据
+ */
+const getWrite = (reader: any) => {
+  let tempResult = ''
+  const answer = reactive({ content: '', 'role': 'ai' })
+  chatMessages.value.push(answer)
+  /**
+   *
+   * @param done  是否结束
+   * @param value 值
+   */
+  const write_stream = ({ done, value }: { done: boolean; value: any }) => {
+    try {
+      if (done) {
+        loading.value = false
+        // console.log('结束')
+        return
+      }
+      const decoder = new TextDecoder('utf-8')
+      let str = decoder.decode(value, { stream: true })
+      // 这里解释一下 start 因为数据流返回流并不是按照后端chunk返回 我们希望得到的chunk是data:{xxx}\n\n 但是它获取到的可能是 data:{ -> xxx}\n\n 总而言之就是 fetch不能保证每个chunk都说以data:开始 \n\n结束
+      tempResult += str
+      const split = tempResult.match(/data:.*}\n\n/g)
+      if (split) {
+        str = split.join('')
+        tempResult = tempResult.replace(str, '')
+      } else {
+        return reader.read().then(write_stream)
+      }
+      // 这里解释一下 end
+      if (str && str.startsWith('data:')) {
+        if (split) {
+          for (const index in split) {
+            const chunk = JSON?.parse(split[index].replace('data:', ''))
+            if (!chunk.is_end) {
+              answer.content += chunk.content
+            }
+            if (chunk.is_end) {
+              // 流处理成功 返回成功回调
+              loading.value = false
+              return Promise.resolve()
+            }
+          }
+        }
+      }
+    } catch (e) {
+      loading.value = false
+      return Promise.reject(e)
+    }
+    return reader.read().then(write_stream)
+  }
+
+  return write_stream
+}
+
+const answer = computed(() => {
+  const result = chatMessages.value[chatMessages.value.length - 1]
+
+  if (result && result.role == 'ai') {
+    return result.content
+  }
+  return ''
+})
+
+
+function generatePrompt(inputValue: any) {
+  loading.value = true
+  const workspaceId = user.getWorkspaceId() || 'default'
+  chatMessages.value.push({ content: inputValue, role: 'user' })
+  const requestData = {
+    messages: chatMessages.value,
+    prompt: promptTemplates.INIT_TEMPLATE
+  }
+  generatePromptAPI.generate_prompt(
+    workspaceId, modelID.value, requestData).then(response => {
+      const reader = response.body.getReader()
+      reader.read().then(getWrite(reader))
+    })
+
+}
+
+// 重新生成点击
+const reAnswerClick = () => {
+  if (originalUserInput.value) {
+    generatePrompt('结果不满意,请按照格式,重新生成')
+  }
+
+}
+
+const handleSubmit = () => {
+  if (!originalUserInput.value) {
+    originalUserInput.value = inputValue.value
+  }
+  generatePrompt(inputValue.value)
+  inputValue.value = ''
+}
+
+
+
+const stopChat = () => {
+  loading.value = false
+  chatMessages.value = []
+}
+
+
+const open = (modelId: string) => {
+  modelID.value = modelId
+  dialogVisible.value = true
+  originalUserInput.value = ''
+  chatMessages.value = []
+}
+
+defineExpose({
+  open
+})
+
+</script>
+
+<style lang="scss" scoped>
+.dialog-bg {
+  border-radius: 8px;
+  background: var(--dialog-bg-gradient-color);
+  overflow: hidden;
+  box-sizing: border-box;
+}
+
+.ai-chat {
+  &__operate {
+    position: relative;
+    width: 100%;
+    box-sizing: border-box;
+    z-index: 10;
+
+    :deep(.operate-textarea) {
+      box-shadow: 0px 6px 24px 0px rgba(31, 35, 41, 0.08);
+      background-color: #ffffff;
+      border-radius: 8px;
+      border: 1px solid #ffffff;
+      box-sizing: border-box;
+
+      &:has(.el-textarea__inner:focus) {
+        border: 1px solid var(--el-color-primary);
+      }
+
+      .el-textarea__inner {
+        border-radius: 8px !important;
+        box-shadow: none;
+        resize: none;
+        padding: 13px 16px;
+        box-sizing: border-box;
+        min-height: 47px !important;
+        height: 0;
+      }
+
+      .operate {
+        padding: 6px 10px;
+
+        .el-icon {
+          font-size: 20px;
+        }
+
+        .sent-button {
+          max-height: none;
+
+          .el-icon {
+            font-size: 24px;
+          }
+        }
+
+        .el-loading-spinner {
+          margin-top: -15px;
+
+          .circular {
+            width: 31px;
+            height: 31px;
+          }
+        }
+      }
+    }
+
+    .file-image {
+      position: relative;
+      overflow: inherit;
+
+      .delete-icon {
+        position: absolute;
+        right: -5px;
+        top: -5px;
+        z-index: 1;
+      }
+    }
+
+    .upload-tooltip-width {
+      width: 300px;
+    }
+  }
+}
+
+@media only screen and (max-width: 768px) {
+  .ai-chat {
+    &__operate {
+      position: fixed;
+      bottom: 0;
+      font-size: 1rem;
+
+      .el-icon {
+        font-size: 1.4rem !important;
+      }
+    }
+  }
+}
+
+.popperUserInput {
+  position: absolute;
+  z-index: 999;
+  left: 0;
+  bottom: 50px;
+  width: calc(100% - 50px);
+  max-width: 400px;
+}
+</style>
\ No newline at end of file