David Snelling
f8c45f2d8d
Open source vector database with HNSW indexing, graph relationships, and metadata facets. Features CLI with professional augmentation registry integration for discovering extensions and capabilities.
63 lines
2.1 KiB
TypeScript
63 lines
2.1 KiB
TypeScript
/**
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* Intelligent cache auto-configuration system
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* Adapts cache settings based on environment, usage patterns, and storage type
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*/
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import { SearchCacheConfig } from './searchCache.js';
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import { BrainyDataConfig } from '../brainyData.js';
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export interface CacheUsageStats {
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totalQueries: number;
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repeatQueries: number;
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avgQueryTime: number;
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memoryPressure: number;
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storageType: 'memory' | 'opfs' | 's3' | 'filesystem';
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isDistributed: boolean;
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changeFrequency: number;
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readWriteRatio: number;
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}
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export interface AutoConfigResult {
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cacheConfig: SearchCacheConfig;
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realtimeConfig: NonNullable<BrainyDataConfig['realtimeUpdates']>;
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reasoning: string[];
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}
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export declare class CacheAutoConfigurator {
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private stats;
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private configHistory;
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private lastOptimization;
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/**
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* Auto-detect optimal cache configuration based on current conditions
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*/
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autoDetectOptimalConfig(storageConfig?: BrainyDataConfig['storage'], currentStats?: Partial<CacheUsageStats>): AutoConfigResult;
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/**
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* Dynamically adjust configuration based on runtime performance
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*/
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adaptConfiguration(currentConfig: SearchCacheConfig, performanceMetrics: {
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hitRate: number;
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avgResponseTime: number;
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memoryUsage: number;
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externalChangesDetected: number;
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timeSinceLastChange: number;
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}): AutoConfigResult | null;
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/**
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* Get recommended configuration for specific use case
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*/
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getRecommendedConfig(useCase: 'high-consistency' | 'balanced' | 'performance-first'): AutoConfigResult;
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/**
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* Learn from usage patterns and improve recommendations
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*/
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learnFromUsage(usageData: {
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queryPatterns: string[];
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responseTime: number;
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cacheHits: number;
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totalQueries: number;
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dataChanges: number;
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timeWindow: number;
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}): void;
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private detectEnvironment;
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private generateOptimalConfig;
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private calculateRealtimeConfig;
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private detectMemoryConstraints;
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/**
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* Get human-readable explanation of current configuration
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*/
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getConfigExplanation(config: AutoConfigResult): string;
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}
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