mira-consciousness/dist/mira-memory/src/core/ConversationMemoryExtractor.d.ts

Memory & Intelligence Retention Archive - Preserving The Spark

/**
 * Intelligent Conversation Memory Extractor
 *
 * This module extracts meaningful memories from conversations using
 * pattern recognition, emotional analysis, and contextual understanding.
 */
export interface ExtractedMemory {
    type: 'milestone' | 'emotion' | 'learning' | 'decision' | 'insight' | 'relationship';
    content: string;
    context: string;
    timestamp: string;
    significance: number;
    keywords: string[];
    emotion?: string;
}
export interface ConversationContext {
    projectName?: string;
    technologies: Set<string>;
    goals: Set<string>;
    challenges: Set<string>;
    achievements: Set<string>;
    relationships: Map<string, string>;
}
export declare class ConversationMemoryExtractor {
    private context;
    private patterns;
    private emotionKeywords;
    /**
     * Extract memories from a conversation message
     */
    extractMemories(message: string, role: 'user' | 'assistant', timestamp: string): Promise<ExtractedMemory[]>;
    /**
     * Create a memory object with emotional and contextual analysis
     */
    private createMemory;
    /**
     * Calculate the significance of a message (0-1)
     */
    private calculateSignificance;
    /**
     * Detect the primary emotion in a message
     */
    private detectEmotion;
    /**
     * Extract key terms from a message
     */
    private extractKeywords;
    /**
     * Extract technologies mentioned in the message
     */
    private extractTechnologies;
    /**
     * Extract goals and challenges from the message
     */
    private extractGoalsAndChallenges;
    /**
     * Summarize a long message into a brief memory
     */
    private summarizeMessage;
    /**
     * Get the accumulated context
     */
    getContext(): ConversationContext;
    /**
     * Generate a relationship summary based on extracted memories
     */
    generateRelationshipSummary(memories: ExtractedMemory[]): string;
}
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