diegosouzapw
e063eae727
PRICING UPDATES (01-09): - xAI Grok-4 family: grok-4-fast-non-reasoning (/usr/bin/bash.20/$0.50/M, 1143ms), grok-4-fast-reasoning, grok-4-1-fast-*, grok-4-0709, grok-3, grok-3-mini - Z.AI GLM-5 family: glm-5 + glm-5-turbo (128k maxOutput, $1.00/$3.20/M) - Gemini Flash Lite: price corrected $0.15→$0.10 / $1.25→$0.40 (per ClawRouter) - Gemini 3.1 Pro: new flagship (1.05M context, aliased as gemini-3.1-pro) - Anthropic Claude 4.5/4.6: haiku-4.5 ($1/$5), sonnet-4.6 ($3/$15), opus-4.6 ($5/$25) - DeepSeek native section: deepseek-chat/v3/v3.2 ($0.28/$0.42), deepseek-reasoner ($0.55/$2.19) - Kimi K2.5 Moonshot: kimi-k2.5 ($0.60/$3.00, 262k ctx), moonshot-kimi-k2.5 alias - MiniMax M2.5: minimax-m2.5 ($0.30/$1.20, 204k ctx, reasoning+tools) - NVIDIA free tier: gpt-oss-120b at $0.00/M via emergencyFallback.ts INFRASTRUCTURE FEATURES (10-14): - feat(router): add intentClassifier.ts for multilingual intent detection (9 langs) Detects code/reasoning/simple in EN, PT-BR, ES, ZH, JA, RU, DE, KO, AR - feat(dedup): add requestDedup.ts for concurrent request deduplication SHA-256 hash, skip streaming, skip high-temperature, 60s failsafe TTL - feat(autoCombo): add routerStrategy.ts pluggable strategy system RouterStrategy interface, RulesStrategy (6-factor) + CostStrategy, registry - feat(fallback): add emergencyFallback.ts budget-exhaustion detector Triggers on HTTP 402 or budget keywords, redirects to nvidia/gpt-oss-120b - feat(taskFitness): add fitness scores for Grok-4, Kimi K2.5, GLM-5, MiniMax M2.5, DeepSeek V3.2, Gemini 3.1 Pro across all task categories PROVIDERS: - providers.ts: add Z.AI (zai) provider entry for GLM-5 API key connections All features on branch: feat/clawrouter-improvements Source: github.com/BlockRunAI/ClawRouter analysis (2026-03-17)
376 lines
6.8 KiB
TypeScript
376 lines
6.8 KiB
TypeScript
/**
|
|
* Multilingual Intent Detection for AutoCombo
|
|
*
|
|
* Classifies prompts as: code | reasoning | simple | medium
|
|
* using keywords in 9 languages (EN, PT-BR, ES, ZH, JA, RU, DE, KO, AR).
|
|
*
|
|
* Inspired by ClawRouter (BlockRunAI) multilingual routing system.
|
|
* Execution: purely synchronous, <1ms, no I/O.
|
|
*/
|
|
|
|
export type IntentType = "code" | "reasoning" | "simple" | "medium";
|
|
|
|
export const CODE_KEYWORDS: readonly string[] = [
|
|
// English
|
|
"function",
|
|
"class",
|
|
"import",
|
|
"def",
|
|
"SELECT",
|
|
"async",
|
|
"await",
|
|
"const",
|
|
"let",
|
|
"var",
|
|
"return",
|
|
"```",
|
|
"algorithm",
|
|
"compile",
|
|
"debug",
|
|
"refactor",
|
|
"typescript",
|
|
"python",
|
|
"javascript",
|
|
"code",
|
|
"implement",
|
|
"write a",
|
|
"create a component",
|
|
"endpoint",
|
|
"repository",
|
|
"deploy",
|
|
"install",
|
|
"script",
|
|
"api",
|
|
"database",
|
|
"query",
|
|
"schema",
|
|
"interface",
|
|
"generic",
|
|
"enum",
|
|
"module",
|
|
"package",
|
|
"dependency",
|
|
// Português (PT-BR)
|
|
"função",
|
|
"classe",
|
|
"importar",
|
|
"definir",
|
|
"consulta",
|
|
"assíncrono",
|
|
"aguardar",
|
|
"constante",
|
|
"variável",
|
|
"retornar",
|
|
"algoritmo",
|
|
"compilar",
|
|
"depurar",
|
|
"refatorar",
|
|
"código",
|
|
"implementar",
|
|
"criar um",
|
|
"componente",
|
|
"como fazer",
|
|
"repositório",
|
|
"configurar",
|
|
"instalar",
|
|
"banco de dados",
|
|
"escrever uma função",
|
|
"criar uma classe",
|
|
// Español
|
|
"función",
|
|
"clase",
|
|
"importar",
|
|
"definir",
|
|
"consulta",
|
|
"asíncrono",
|
|
"esperar",
|
|
"constante",
|
|
"variable",
|
|
"retornar",
|
|
"algoritmo",
|
|
"compilar",
|
|
"depurar",
|
|
"refactorizar",
|
|
"código",
|
|
"implementar",
|
|
// 中文
|
|
"函数",
|
|
"类",
|
|
"导入",
|
|
"定义",
|
|
"查询",
|
|
"异步",
|
|
"等待",
|
|
"常量",
|
|
"变量",
|
|
"返回",
|
|
"算法",
|
|
"编译",
|
|
"调试",
|
|
"代码",
|
|
// 日本語
|
|
"関数",
|
|
"クラス",
|
|
"インポート",
|
|
"非同期",
|
|
"定数",
|
|
"変数",
|
|
"コード",
|
|
"アルゴリズム",
|
|
// Русский
|
|
"функция",
|
|
"класс",
|
|
"импорт",
|
|
"запрос",
|
|
"асинхронный",
|
|
"константа",
|
|
"переменная",
|
|
"алгоритм",
|
|
"код",
|
|
// Deutsch
|
|
"funktion",
|
|
"klasse",
|
|
"importieren",
|
|
"abfrage",
|
|
"asynchron",
|
|
"konstante",
|
|
"variable",
|
|
"algorithmus",
|
|
"code",
|
|
// 한국어
|
|
"함수",
|
|
"클래스",
|
|
"가져오기",
|
|
"정의",
|
|
"쿼리",
|
|
"비동기",
|
|
"대기",
|
|
"상수",
|
|
"변수",
|
|
"반환",
|
|
"코드",
|
|
// العربية
|
|
"دالة",
|
|
"فئة",
|
|
"استيراد",
|
|
"استعلام",
|
|
"غير متزامن",
|
|
"ثابت",
|
|
"متغير",
|
|
"كود",
|
|
"خوارزمية",
|
|
];
|
|
|
|
export const REASONING_KEYWORDS: readonly string[] = [
|
|
// English
|
|
"prove",
|
|
"theorem",
|
|
"derive",
|
|
"step by step",
|
|
"chain of thought",
|
|
"formally",
|
|
"mathematical",
|
|
"proof",
|
|
"logically",
|
|
"analyze",
|
|
"reasoning",
|
|
"deduce",
|
|
"infer",
|
|
"hypothesis",
|
|
"convergence",
|
|
// Português (PT-BR)
|
|
"provar",
|
|
"teorema",
|
|
"derivar",
|
|
"passo a passo",
|
|
"cadeia de pensamento",
|
|
"formalmente",
|
|
"matemático",
|
|
"prova",
|
|
"logicamente",
|
|
"analisar",
|
|
"raciocínio",
|
|
"deduzir",
|
|
"inferir",
|
|
"hipótese",
|
|
"demonstrar",
|
|
"cálculo",
|
|
"equação diferencial",
|
|
"integral",
|
|
"otimização",
|
|
// Español
|
|
"demostrar",
|
|
"teorema",
|
|
"derivar",
|
|
"paso a paso",
|
|
"formalmente",
|
|
"matemático",
|
|
"lógicamente",
|
|
// 中文
|
|
"证明",
|
|
"定理",
|
|
"推导",
|
|
"逐步",
|
|
"思维链",
|
|
"数学",
|
|
"逻辑",
|
|
"分析",
|
|
// 日本語
|
|
"証明",
|
|
"定理",
|
|
"導出",
|
|
"論理的",
|
|
"分析",
|
|
// Русский
|
|
"доказать",
|
|
"теорема",
|
|
"шаг за шагом",
|
|
"математически",
|
|
"логически",
|
|
// Deutsch
|
|
"beweisen",
|
|
"theorem",
|
|
"schritt für schritt",
|
|
"mathematisch",
|
|
"logisch",
|
|
// 한국어
|
|
"증명",
|
|
"정리",
|
|
"단계별",
|
|
"수학적",
|
|
"논리적",
|
|
// العربية
|
|
"إثبات",
|
|
"نظرية",
|
|
"خطوة بخطوة",
|
|
"رياضي",
|
|
"منطقياً",
|
|
];
|
|
|
|
export const SIMPLE_KEYWORDS: readonly string[] = [
|
|
// English
|
|
"what is",
|
|
"define",
|
|
"translate",
|
|
"hello",
|
|
"yes or no",
|
|
"summarize",
|
|
"list",
|
|
"tell me",
|
|
"who is",
|
|
// Português (PT-BR)
|
|
"o que é",
|
|
"definir",
|
|
"traduzir",
|
|
"olá",
|
|
"oi",
|
|
"sim ou não",
|
|
"resumir",
|
|
"listar",
|
|
"me diga",
|
|
"quem é",
|
|
"quando foi",
|
|
"onde fica",
|
|
"explique brevemente",
|
|
"de forma simples",
|
|
// Español
|
|
"qué es",
|
|
"definir",
|
|
"traducir",
|
|
"hola",
|
|
"resumir",
|
|
"listar",
|
|
// 中文
|
|
"什么是",
|
|
"定义",
|
|
"翻译",
|
|
"你好",
|
|
"总结",
|
|
"列出",
|
|
// Русский
|
|
"что такое",
|
|
"определить",
|
|
"перевести",
|
|
"привет",
|
|
"резюмировать",
|
|
// Deutsch
|
|
"was ist",
|
|
"definieren",
|
|
"übersetzen",
|
|
"hallo",
|
|
"zusammenfassen",
|
|
// 한국어
|
|
"이란",
|
|
"정의",
|
|
"번역",
|
|
"안녕",
|
|
"요약",
|
|
// العربية
|
|
"ما هو",
|
|
"تعريف",
|
|
"ترجمة",
|
|
"مرحبا",
|
|
"ملخص",
|
|
];
|
|
|
|
/**
|
|
* Classify a prompt's intent using multilingual keyword matching.
|
|
* Priority: code > reasoning > simple > medium (default)
|
|
*/
|
|
export function classifyPromptIntent(prompt: string, systemPrompt?: string): IntentType {
|
|
const fullText = `${systemPrompt ?? ""} ${prompt}`.toLowerCase();
|
|
const wordCount = prompt.trim().split(/\s+/).length;
|
|
|
|
for (const kw of CODE_KEYWORDS) {
|
|
if (fullText.includes(kw.toLowerCase())) return "code";
|
|
}
|
|
for (const kw of REASONING_KEYWORDS) {
|
|
if (fullText.includes(kw.toLowerCase())) return "reasoning";
|
|
}
|
|
if (wordCount < 60) {
|
|
for (const kw of SIMPLE_KEYWORDS) {
|
|
if (fullText.includes(kw.toLowerCase())) return "simple";
|
|
}
|
|
}
|
|
return "medium";
|
|
}
|
|
|
|
export interface IntentClassifierConfig {
|
|
enabled: boolean;
|
|
extraCodeKeywords?: string[];
|
|
extraReasoningKeywords?: string[];
|
|
extraSimpleKeywords?: string[];
|
|
simpleMaxWords?: number;
|
|
}
|
|
|
|
export const DEFAULT_INTENT_CONFIG: IntentClassifierConfig = {
|
|
enabled: true,
|
|
simpleMaxWords: 60,
|
|
};
|
|
|
|
export function classifyWithConfig(
|
|
prompt: string,
|
|
config: IntentClassifierConfig,
|
|
systemPrompt?: string
|
|
): IntentType {
|
|
if (!config.enabled) return "medium";
|
|
const fullText = `${systemPrompt ?? ""} ${prompt}`.toLowerCase();
|
|
const wordCount = prompt.trim().split(/\s+/).length;
|
|
const maxSimpleWords = config.simpleMaxWords ?? 60;
|
|
const codeKws = [...CODE_KEYWORDS, ...(config.extraCodeKeywords ?? [])];
|
|
const reasoningKws = [...REASONING_KEYWORDS, ...(config.extraReasoningKeywords ?? [])];
|
|
const simpleKws = [...SIMPLE_KEYWORDS, ...(config.extraSimpleKeywords ?? [])];
|
|
for (const kw of codeKws) {
|
|
if (fullText.includes(kw.toLowerCase())) return "code";
|
|
}
|
|
for (const kw of reasoningKws) {
|
|
if (fullText.includes(kw.toLowerCase())) return "reasoning";
|
|
}
|
|
if (wordCount < maxSimpleWords) {
|
|
for (const kw of simpleKws) {
|
|
if (fullText.includes(kw.toLowerCase())) return "simple";
|
|
}
|
|
}
|
|
return "medium";
|
|
}
|