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✨ feat(ai): 支持 MCP 少量查数与分服务商思考强度,修复 DeepSeek Anthropic
- MCP HTTP 默认可注册 execute_sql,行数默认 50/上限 200,设置页可切换仅结构模式 - 思考强度按 OpenAI/Anthropic/DeepSeek/Gemini 体系映射档位与请求参数 - 自定义端点 DeepSeek Anthropic 自动纠正 base 路径并回传 thinking 块 - 补充前后端回归测试与多语言文案
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@@ -43,6 +43,7 @@ export const buildAddProviderEditorSession = ({
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models: [...presetModels],
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maxTokens: 4096,
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temperature: 0.7,
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thinkingIntensity: 'medium',
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presetKey,
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};
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42
frontend/src/utils/aiThinkingIntensity.test.ts
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42
frontend/src/utils/aiThinkingIntensity.test.ts
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@@ -0,0 +1,42 @@
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import { describe, expect, it } from 'vitest';
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import {
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coerceThinkingIntensityForProfile,
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resolveThinkingIntensityOptions,
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resolveThinkingIntensityProfile,
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} from './aiThinkingIntensity';
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describe('aiThinkingIntensity', () => {
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it('detects OpenAI profile for gpt providers', () => {
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expect(resolveThinkingIntensityProfile({
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type: 'openai',
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baseUrl: 'https://api.openai.com/v1',
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model: 'gpt-5.2',
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})).toBe('openai');
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});
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it('detects DeepSeek even when api format is anthropic', () => {
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expect(resolveThinkingIntensityProfile({
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type: 'custom',
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apiFormat: 'anthropic',
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baseUrl: 'https://api.deepseek.com',
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model: 'deepseek-chat',
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})).toBe('deepseek');
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});
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it('exposes openai-style levels including xhigh', () => {
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const values = resolveThinkingIntensityOptions('openai').map((item) => item.value);
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expect(values).toEqual(['none', 'minimal', 'low', 'medium', 'high', 'xhigh']);
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});
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it('exposes anthropic-style levels including max', () => {
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const values = resolveThinkingIntensityOptions('anthropic').map((item) => item.value);
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expect(values).toEqual(['off', 'low', 'medium', 'high', 'xhigh', 'max']);
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});
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it('coerces openai none when switching away from deepseek off', () => {
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expect(coerceThinkingIntensityForProfile('off', 'openai')).toBe('none');
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expect(coerceThinkingIntensityForProfile('xhigh', 'deepseek')).toBe('high');
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expect(coerceThinkingIntensityForProfile('max', 'openai')).toBe('xhigh');
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});
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});
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152
frontend/src/utils/aiThinkingIntensity.ts
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152
frontend/src/utils/aiThinkingIntensity.ts
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import type { AIProviderType } from '../types';
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export type ThinkingIntensityProfile = 'openai' | 'anthropic' | 'deepseek' | 'gemini' | 'generic';
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export type ThinkingIntensityOption = {
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value: string;
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labelKey: string;
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};
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const OPENAI_OPTIONS: ThinkingIntensityOption[] = [
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{ value: 'none', labelKey: 'ai_settings.form.thinking_intensity.none' },
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{ value: 'minimal', labelKey: 'ai_settings.form.thinking_intensity.minimal' },
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{ value: 'low', labelKey: 'ai_settings.form.thinking_intensity.low' },
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{ value: 'medium', labelKey: 'ai_settings.form.thinking_intensity.medium' },
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{ value: 'high', labelKey: 'ai_settings.form.thinking_intensity.high' },
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{ value: 'xhigh', labelKey: 'ai_settings.form.thinking_intensity.xhigh' },
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];
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const ANTHROPIC_OPTIONS: ThinkingIntensityOption[] = [
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{ value: 'off', labelKey: 'ai_settings.form.thinking_intensity.off' },
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{ value: 'low', labelKey: 'ai_settings.form.thinking_intensity.low' },
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{ value: 'medium', labelKey: 'ai_settings.form.thinking_intensity.medium' },
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{ value: 'high', labelKey: 'ai_settings.form.thinking_intensity.high' },
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{ value: 'xhigh', labelKey: 'ai_settings.form.thinking_intensity.xhigh' },
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{ value: 'max', labelKey: 'ai_settings.form.thinking_intensity.max' },
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];
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const DEEPSEEK_OPTIONS: ThinkingIntensityOption[] = [
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{ value: 'off', labelKey: 'ai_settings.form.thinking_intensity.off' },
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{ value: 'low', labelKey: 'ai_settings.form.thinking_intensity.low' },
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{ value: 'medium', labelKey: 'ai_settings.form.thinking_intensity.medium' },
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{ value: 'high', labelKey: 'ai_settings.form.thinking_intensity.high' },
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];
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const GEMINI_OPTIONS: ThinkingIntensityOption[] = [
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{ value: 'off', labelKey: 'ai_settings.form.thinking_intensity.off' },
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{ value: 'minimal', labelKey: 'ai_settings.form.thinking_intensity.minimal' },
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{ value: 'low', labelKey: 'ai_settings.form.thinking_intensity.low' },
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{ value: 'medium', labelKey: 'ai_settings.form.thinking_intensity.medium' },
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{ value: 'high', labelKey: 'ai_settings.form.thinking_intensity.high' },
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];
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const GENERIC_OPTIONS: ThinkingIntensityOption[] = [
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{ value: 'off', labelKey: 'ai_settings.form.thinking_intensity.off' },
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{ value: 'low', labelKey: 'ai_settings.form.thinking_intensity.low' },
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{ value: 'medium', labelKey: 'ai_settings.form.thinking_intensity.medium' },
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{ value: 'high', labelKey: 'ai_settings.form.thinking_intensity.high' },
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];
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const getHostname = (raw?: string): string => {
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if (!raw) return '';
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try {
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return new URL(raw).hostname.toLowerCase();
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} catch {
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return '';
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}
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};
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export const resolveThinkingIntensityProfile = (input: {
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type?: AIProviderType | string;
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apiFormat?: string;
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baseUrl?: string;
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model?: string;
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}): ThinkingIntensityProfile => {
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const type = String(input.type || '').toLowerCase();
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const format = String(input.apiFormat || '').toLowerCase();
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const base = String(input.baseUrl || '').toLowerCase();
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const model = String(input.model || '').toLowerCase();
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const host = getHostname(input.baseUrl);
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if (host.includes('deepseek') || base.includes('deepseek') || model.includes('deepseek')) {
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return 'deepseek';
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}
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if (type === 'gemini' || format === 'gemini' || host.includes('googleapis.com')) {
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return 'gemini';
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}
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if (type === 'anthropic' || format === 'anthropic') {
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return 'anthropic';
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}
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if (type === 'openai' || format === 'openai' || format === '') {
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return 'openai';
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}
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return 'generic';
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};
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export const resolveThinkingIntensityOptions = (
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profile: ThinkingIntensityProfile,
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): ThinkingIntensityOption[] => {
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switch (profile) {
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case 'openai':
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return OPENAI_OPTIONS;
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case 'anthropic':
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return ANTHROPIC_OPTIONS;
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case 'deepseek':
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return DEEPSEEK_OPTIONS;
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case 'gemini':
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return GEMINI_OPTIONS;
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default:
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return GENERIC_OPTIONS;
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}
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};
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export const resolveThinkingIntensityHintKey = (profile: ThinkingIntensityProfile): string => {
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switch (profile) {
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case 'openai':
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return 'ai_settings.form.thinking_intensity_hint.openai';
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case 'anthropic':
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return 'ai_settings.form.thinking_intensity_hint.anthropic';
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case 'deepseek':
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return 'ai_settings.form.thinking_intensity_hint.deepseek';
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case 'gemini':
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return 'ai_settings.form.thinking_intensity_hint.gemini';
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default:
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return 'ai_settings.form.thinking_intensity_hint';
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}
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};
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/** 当切换服务商后,若当前值不在新档位集内,映射到最接近的默认值。 */
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export const coerceThinkingIntensityForProfile = (
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value: string | undefined,
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profile: ThinkingIntensityProfile,
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): string => {
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const options = resolveThinkingIntensityOptions(profile);
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const raw = String(value || '').trim().toLowerCase();
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if (options.some((item) => item.value === raw)) {
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return raw;
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}
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// 常见跨体系别名
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if (raw === 'off' || raw === 'disabled') {
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return profile === 'openai' ? 'none' : 'off';
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}
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if (raw === 'none') {
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return profile === 'openai' ? 'none' : 'off';
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}
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if (raw === 'minimal') {
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return options.some((item) => item.value === 'minimal') ? 'minimal' : 'low';
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}
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if (raw === 'xhigh' || raw === 'max') {
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if (options.some((item) => item.value === raw)) return raw;
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if (options.some((item) => item.value === 'xhigh')) return 'xhigh';
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if (options.some((item) => item.value === 'max')) return 'max';
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return 'high';
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}
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if (options.some((item) => item.value === 'medium')) return 'medium';
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return options[0]?.value || 'medium';
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};
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export const defaultThinkingIntensityForProfile = (profile: ThinkingIntensityProfile): string => {
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const options = resolveThinkingIntensityOptions(profile);
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if (options.some((item) => item.value === 'medium')) return 'medium';
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return options[0]?.value || 'medium';
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};
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