/**
 * MAMA (Memory-Augmented MCP Architecture) - Query Intent Analysis
 *
 * Analyzes user queries to detect decision-related intent using EXAONE 3.5
 * Tasks: 2.1-2.8 (LLM intent analysis with fallback chain)
 *
 * @module query-intent
 */
export interface IntentResult {
    involves_decision: boolean;
    topic: string | null;
    confidence: number;
    reasoning: string;
}
export interface AnalyzeOptions {
    timeout?: number;
    threshold?: number;
}
/**
 * Analyze user message for decision-related intent
 */
export declare function analyzeIntent(userMessage: string, options?: AnalyzeOptions): Promise<IntentResult>;
/**
 * Extract topic keywords from user message (fallback method)
 */
export declare function extractTopicKeywords(userMessage: string): IntentResult;
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