container lifecycle management

This commit is contained in:
2026-03-12 15:13:38 -04:00
parent e99ef5d2dd
commit b9cc397e05
61 changed files with 6880 additions and 31 deletions

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