@polybiouslabs/polybious/dist/core/contextual-memory.d.ts

Polybius is a next-generation intelligent agent framework built for adaptability across diverse domains. It merges contextual awareness, multi-agent collaboration, and predictive reasoning to deliver dynamic, self-optimizing performance.

export interface MemoryEntry {
    id: string;
    timestamp: Date;
    type: string;
    data: any;
    importance: number;
    tags: string[];
    context: string;
    relationships: string[];
}

export interface Relationship {
    targetId: string;
    strength: number;
    type: 'same_type' | 'shared_topic' | 'same_context' | 'general';
}

export declare class ContextualMemoryMatrix {
    memories: Map<string, MemoryEntry>;
    relationships: Map<string, Relationship[]>;
    contexts: Map<string, any>;
    memoryPath: string;
    maxMemories: number;

    constructor(maxMemories?: number);
    store(type: string, data: any, importance?: number, tags?: string[]): Promise<string>;
    recall(query: string, limit?: number): Promise<MemoryEntry[]>;
    generateInsights(): Promise<string[]>;
    extractContext(data: any): string;
    buildRelationships(memoryId: string, memory: MemoryEntry): Promise<void>;
    calculateSimilarity(memory1: MemoryEntry, memory2: MemoryEntry): number;
    classifyRelationship(memory1: MemoryEntry, memory2: MemoryEntry): string;
    getRelatedMemories(memoryId: string): MemoryEntry[];
    consolidateMemories(): Promise<void>;
    loadMemories(): Promise<void>;
    saveMemories(): Promise<void>;
}