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/api/ai/llm.ts

@@ -39,6 +39,22 @@ export async function verifyModelConfig(id: string) {
 
 export type ModelCapabilitySource = 'CATALOG' | 'DEFAULT' | 'RULE';
 
+export interface ModelCapabilityResolution {
+  detected: boolean;
+  modelType: 'chatModel' | 'embeddingModel' | 'rerankModel';
+  source: ModelCapabilitySource;
+  supportImage?: boolean | null;
+  supportThinking?: boolean | null;
+  supportTool?: boolean | null;
+}
+
+export async function resolveModelCapabilities(params: {
+  modelName: string;
+  providerId?: string;
+}) {
+  return api.get('/api/v1/model/capabilities', { params });
+}
+
 export interface RemoteModelDescriptor {
   addable: boolean;
   added: boolean;
@@ -91,6 +107,7 @@ export interface ModelVerificationData {
   nonStreaming?: ModelVerificationStageStatus;
   status?: ModelVerificationStageStatus;
   streaming?: ModelVerificationStageStatus;
+  supportTool?: boolean;
 }
 
 export interface ModelInvokeConfigPayload {
@@ -136,8 +153,9 @@ export interface llmType {
   groupName: string;
   invokeCode?: string;
   publishEnabled?: boolean;
-  supportTool?: boolean;
-  supportImage?: boolean;
+  supportThinking?: boolean | null;
+  supportTool?: boolean | null;
+  supportImage?: boolean | null;
   supportImageB64Only?: boolean;
   supportToolMessage?: boolean;
   added: boolean;