container lifecycle management
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202
gateway/src/llm/router.ts
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202
gateway/src/llm/router.ts
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import type { BaseChatModel } from '@langchain/core/language_models/chat_models';
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import type { FastifyBaseLogger } from 'fastify';
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import { LLMProviderFactory, type ModelConfig, LLMProvider } from './provider.js';
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import type { UserLicense } from '../types/user.js';
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/**
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* Model routing strategies
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*/
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export enum RoutingStrategy {
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/** Use user's preferred model from license */
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USER_PREFERENCE = 'user_preference',
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/** Route based on query complexity */
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COMPLEXITY = 'complexity',
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/** Route based on license tier */
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LICENSE_TIER = 'license_tier',
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/** Use cheapest available model */
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COST_OPTIMIZED = 'cost_optimized',
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}
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/**
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* Model router
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* Intelligently selects which model to use based on various factors
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*/
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export class ModelRouter {
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private factory: LLMProviderFactory;
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private logger: FastifyBaseLogger;
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private defaultModel: ModelConfig;
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constructor(factory: LLMProviderFactory, logger: FastifyBaseLogger) {
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this.factory = factory;
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this.logger = logger;
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this.defaultModel = factory.getDefaultModel();
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}
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/**
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* Route to appropriate model based on context
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*/
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async route(
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message: string,
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license: UserLicense,
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strategy: RoutingStrategy = RoutingStrategy.USER_PREFERENCE
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): Promise<BaseChatModel> {
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let modelConfig: ModelConfig;
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switch (strategy) {
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case RoutingStrategy.USER_PREFERENCE:
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modelConfig = this.routeByUserPreference(license);
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break;
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case RoutingStrategy.COMPLEXITY:
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modelConfig = this.routeByComplexity(message, license);
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break;
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case RoutingStrategy.LICENSE_TIER:
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modelConfig = this.routeByLicenseTier(license);
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break;
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case RoutingStrategy.COST_OPTIMIZED:
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modelConfig = this.routeByCost(license);
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break;
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default:
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modelConfig = this.defaultModel;
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}
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this.logger.info(
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{
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userId: license.userId,
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strategy,
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provider: modelConfig.provider,
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model: modelConfig.model,
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},
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'Routing to model'
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);
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return this.factory.createModel(modelConfig);
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}
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/**
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* Route based on user's preferred model (if set in license)
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*/
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private routeByUserPreference(license: UserLicense): ModelConfig {
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// Check if user has custom model preference
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const preferredModel = (license as any).preferredModel as ModelConfig | undefined;
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if (preferredModel && this.isModelAllowed(preferredModel, license)) {
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return preferredModel;
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}
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// Fall back to license tier default
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return this.routeByLicenseTier(license);
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}
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/**
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* Route based on query complexity
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*/
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private routeByComplexity(message: string, license: UserLicense): ModelConfig {
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const isComplex = this.isComplexQuery(message);
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if (license.licenseType === 'enterprise') {
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// Enterprise users get best models for complex queries
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return isComplex
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? { provider: LLMProvider.ANTHROPIC, model: 'claude-3-opus-20240229' }
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: { provider: LLMProvider.ANTHROPIC, model: 'claude-3-5-sonnet-20241022' };
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}
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if (license.licenseType === 'pro') {
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// Pro users get good models
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return isComplex
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? { provider: LLMProvider.ANTHROPIC, model: 'claude-3-5-sonnet-20241022' }
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: { provider: LLMProvider.OPENAI, model: 'gpt-4o-mini' };
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}
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// Free users get efficient models
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return { provider: LLMProvider.GOOGLE, model: 'gemini-2.0-flash-exp' };
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}
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/**
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* Route based on license tier
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*/
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private routeByLicenseTier(license: UserLicense): ModelConfig {
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switch (license.licenseType) {
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case 'enterprise':
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return { provider: LLMProvider.ANTHROPIC, model: 'claude-3-5-sonnet-20241022' };
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case 'pro':
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return { provider: LLMProvider.OPENAI, model: 'gpt-4o' };
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case 'free':
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return { provider: LLMProvider.GOOGLE, model: 'gemini-2.0-flash-exp' };
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default:
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return this.defaultModel;
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}
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}
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/**
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* Route to cheapest available model
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*/
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private routeByCost(license: UserLicense): ModelConfig {
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// Free tier: use cheapest
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if (license.licenseType === 'free') {
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return { provider: LLMProvider.GOOGLE, model: 'gemini-2.0-flash-exp' };
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}
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// Paid tiers: use GPT-4o-mini for cost efficiency
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return { provider: LLMProvider.OPENAI, model: 'gpt-4o-mini' };
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}
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/**
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* Check if model is allowed for user's license
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*/
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private isModelAllowed(model: ModelConfig, license: UserLicense): boolean {
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// Free tier: only cheap models
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if (license.licenseType === 'free') {
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const allowedModels = ['gemini-2.0-flash-exp', 'gpt-4o-mini', 'claude-3-5-haiku-20241022'];
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return allowedModels.includes(model.model);
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}
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// Pro: all except Opus
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if (license.licenseType === 'pro') {
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const blockedModels = ['claude-3-opus-20240229'];
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return !blockedModels.includes(model.model);
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}
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// Enterprise: all models allowed
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return true;
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}
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/**
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* Determine if query is complex
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*/
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private isComplexQuery(message: string): boolean {
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const complexityIndicators = [
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// Multi-step analysis
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'backtest',
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'analyze',
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'compare',
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'optimize',
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// Code generation
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'write',
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'create',
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'implement',
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'build',
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// Deep reasoning
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'explain why',
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'what if',
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'how would',
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// Long messages (> 200 chars likely complex)
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message.length > 200,
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];
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const messageLower = message.toLowerCase();
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return complexityIndicators.some((indicator) =>
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typeof indicator === 'string' ? messageLower.includes(indicator) : indicator
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);
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}
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}
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