feat: 完善模型能力识别与验证

- 自动识别模型类型、视觉、推理和工具能力并保留手动覆盖

- 使用 AgentScope 工具与视觉探测并统一管理端配置反馈

easyflow-ui-admin/app/src/views/ai/model/modelUtils/__tests__/model-ability.test.ts

@@ -0,0 +1,35 @@
+import { describe, expect, it } from 'vitest';
+
+import { getDefaultModelAbility, handleTagClick } from '../model-ability';
+
+describe('model ability labels', () => {
+  it('只保留当前可用的视觉、推理和工具能力', () => {
+    const abilities = getDefaultModelAbility();
+
+    expect(abilities.map((item) => item.field)).toEqual([
+      'supportThinking',
+      'supportTool',
+      'supportImage',
+    ]);
+  });
+
+  it('支持手动切换自动识别的能力', () => {
+    const abilities = getDefaultModelAbility();
+    const toolAbility = abilities.find((item) => item.field === 'supportTool');
+    const formData = {
+      supportImage: false,
+      supportThinking: false,
+      supportTool: false,
+    };
+
+    expect(toolAbility).toBeDefined();
+    if (!toolAbility) {
+      throw new Error('缺少工具能力标签');
+    }
+
+    handleTagClick(toolAbility, formData);
+
+    expect(toolAbility.selected).toBe(true);
+    expect(formData.supportTool).toBe(true);
+  });
+});

easyflow-ui-admin/app/src/views/ai/model/modelUtils/__tests__/model-verification.test.ts

@@ -6,7 +6,7 @@ import {
 } from '../model-verification';
 
 describe('model verification helpers', () => {
-  it('双阶段通过时返回成功状态', () => {
+  it('验证通过时只返回统一成功文案', () => {
     expect(
       resolveModelVerificationFeedback(
         {
@@ -17,12 +17,12 @@ describe('model verification helpers', () => {
       ),
     ).toEqual({
       dimension: undefined,
-      message: '验证成功',
+      message: '验证通过',
       status: 'success',
     });
   });
 
-  it('基础连接通过但流式失败时返回警告状态', () => {
+  it('旧版部分通过结果也收敛为统一成功文案', () => {
     const feedback = resolveModelVerificationFeedback(
       {
         data: {
@@ -34,9 +34,9 @@ describe('model verification helpers', () => {
       'chatModel',
     );
 
-    expect(feedback.status).toBe('warning');
-    expect(feedback.message).toContain('流式响应不可用');
-    expect(getVerifyButtonText('warning')).toBe('流式不可用');
+    expect(feedback.status).toBe('success');
+    expect(feedback.message).toBe('验证通过');
+    expect(getVerifyButtonText('warning')).toBe('验证通过');
   });
 
   it('向量模型验证保留维度结果', () => {
@@ -47,7 +47,7 @@ describe('model verification helpers', () => {
       ),
     ).toEqual({
       dimension: 1024,
-      message: '验证成功，向量维度：1024',
+      message: '验证通过',
       status: 'success',
     });
   });

easyflow-ui-admin/app/src/views/ai/model/modelUtils/model-ability.ts

@@ -1,13 +1,6 @@
 import { $t } from '#/locales';
 
-export type BooleanField =
-  | 'supportAudio'
-  | 'supportImage'
-  | 'supportImageB64Only'
-  | 'supportThinking'
-  | 'supportTool'
-  | 'supportToolMessage'
-  | 'supportVideo';
+export type BooleanField = 'supportImage' | 'supportThinking' | 'supportTool';
 
 export interface ModelAbilityItem {
   activeType: 'danger' | 'info' | 'primary' | 'success' | 'warning';
@@ -39,14 +32,6 @@ export const getDefaultModelAbility = (): ModelAbilityItem[] => [
     selected: false,
     field: 'supportTool',
   },
-  {
-    label: $t('llm.modelAbility.supportVideo'),
-    value: 'video',
-    defaultType: 'info',
-    activeType: 'success',
-    selected: false,
-    field: 'supportVideo',
-  },
   {
     label: $t('llm.modelAbility.supportImage'),
     value: 'image',
@@ -55,30 +40,6 @@ export const getDefaultModelAbility = (): ModelAbilityItem[] => [
     selected: false,
     field: 'supportImage',
   },
-  {
-    label: $t('llm.modelAbility.supportAudio'),
-    value: 'audio',
-    defaultType: 'info',
-    activeType: 'success',
-    selected: false,
-    field: 'supportAudio',
-  },
-  {
-    label: $t('llm.modelAbility.supportImageB64Only'),
-    value: 'imageB64',
-    defaultType: 'info',
-    activeType: 'success',
-    selected: false,
-    field: 'supportImageB64Only',
-  },
-  {
-    label: $t('llm.modelAbility.supportToolMessage'),
-    value: 'toolMessage',
-    defaultType: 'info',
-    activeType: 'success',
-    selected: true,
-    field: 'supportToolMessage',
-  },
 ];
 
 /**
@@ -108,7 +69,7 @@ export const getTagsSelectedStatus = (
  */
 export const syncTagSelectedStatus = (
   modelAbility: ModelAbilityItem[],
-  formData: Record<BooleanField, boolean>,
+  formData: Record<BooleanField, boolean | null>,
 ): void => {
   modelAbility.forEach((tag) => {
     tag.selected = formData[tag.field] ?? false;
@@ -121,9 +82,8 @@ export const syncTagSelectedStatus = (
  * @param formData 表单数据对象
  */
 export const handleTagClick = (
-  // modelAbility: ModelAbilityItem[],
   item: ModelAbilityItem,
-  formData: Record<BooleanField, boolean>,
+  formData: Record<BooleanField, boolean | null>,
 ): void => {
   // 切换标签选中状态
   item.selected = !item.selected;
@@ -152,7 +112,4 @@ export const getAllBooleanFields = (): BooleanField[] => [
   'supportThinking',
   'supportTool',
   'supportImage',
-  'supportImageB64Only',
-  'supportVideo',
-  'supportAudio',
 ];

easyflow-ui-admin/app/src/views/ai/model/modelUtils/model-verification.ts

@@ -19,12 +19,9 @@ interface ModelVerificationResponse {
   message?: string;
 }
 
-const STREAMING_UNAVAILABLE_MESSAGE =
-  '连接成功，流式响应不可用，可关闭智能体的模型流式响应。';
-
 export function resolveModelVerificationFeedback(
   response: ModelVerificationResponse,
-  modelType: string,
+  _modelType: string,
 ): ModelVerificationFeedback {
   if (response.errorCode !== 0) {
     return {
@@ -33,13 +30,6 @@ export function resolveModelVerificationFeedback(
     };
   }
 
-  if (response.data?.status === 'PARTIAL') {
-    return {
-      message: response.data.message || STREAMING_UNAVAILABLE_MESSAGE,
-      status: 'warning',
-    };
-  }
-
   if (response.data?.status === 'FAILED') {
     return {
       message: response.data.message || '验证失败',
@@ -50,10 +40,7 @@ export function resolveModelVerificationFeedback(
   const dimension = response.data?.dimension;
   return {
     dimension,
-    message:
-      modelType === 'embeddingModel' && dimension
-        ? `验证成功，向量维度：${dimension}`
-        : response.data?.message || '验证成功',
+    message: '验证通过',
     status: 'success',
   };
 }
@@ -63,10 +50,10 @@ export function getVerifyButtonText(status: VerifyButtonStatus): string {
     return '验证中';
   }
   if (status === 'success') {
-    return '验证成功';
+    return '验证通过';
   }
   if (status === 'warning') {
-    return '流式不可用';
+    return '验证通过';
   }
   if (status === 'error') {
     return '验证失败';