ableton-mcp-server-rag/dist/mcp/hybrid-processor.d.ts

Ableton Live MCP depend on Ableton JS

import { ToolMetadata } from './tool-vector.js';
export interface QueryPart {
    type: 'knowledge' | 'action';
    content: string;
    confidence: number;
}
export interface HybridResponse {
    knowledgeAnswer: string;
    relevantTools: ToolMetadata[];
    combinedResponse: string;
    queryAnalysis: {
        hasKnowledge: boolean;
        hasActions: boolean;
        detectedParts: QueryPart[];
    };
}
export declare class HybridQueryProcessor {
    private static DEBUG_CLASSIFICATION;
    private static KNOWLEDGE_INDICATORS;
    private static ACTION_INDICATORS;
    static processHybridQuery(query: string): Promise<HybridResponse>;
    private static splitQuery;
    /**
     * Multi-stage classification pipeline for 100% accuracy
     */
    private static classifyWithPipeline;
    /**
     * Stage 1: Verb-based classification with context analysis
     */
    private static classifyByVerbAnalysis;
    /**
     * Stage 2: Pattern matching for query structures
     */
    private static classifyByPatterns;
    /**
     * Stage 3: Tool-aware classification using available tools
     */
    private static classifyByToolAnalysis;
    private static generateCombinedResponse;
    /**
     * Test function to validate the enhanced classification system
     * Can be called during development to verify accuracy
     */
    static testClassification(): void;
    /**
     * Enable or disable debug logging for classification pipeline
     */
    static setDebugMode(enabled: boolean): void;
    /**
     * Get contextual tools based on query content - ENSURES ESSENTIAL TOOLS ARE INCLUDED
     */
    private static getContextualTools;
    /**
     * Detect simple conversational queries that don't need RAG knowledge
     */
    private static isSimpleConversationalQuery;
    /**
     * Compress knowledge to prevent token bloat
     */
    private static compressKnowledge;
    /**
     * Add this method to find functionally correct tools
     */
    private static findFunctionallyRelevantTools;
}