arela/dist/learning/types.d.ts

AI-powered CTO with multi-agent orchestration, code summarization, visual testing (web + mobile) for blazing fast development.

import { MemoryLayer } from "../memory/hexi-memory.js";
import { QueryType, ClassificationResult, RoutingResult } from "../meta-rag/types.js";
/**
 * User feedback on a query result
 */
export interface UserFeedback {
    helpful: boolean;
    correctLayers?: MemoryLayer[];
    correctType?: QueryType;
    comment?: string;
}
/**
 * Complete feedback record stored in governance layer
 */
export interface FeedbackRecord {
    id: string;
    timestamp: string;
    query: string;
    classification: ClassificationResult;
    routing: RoutingResult;
    feedback: UserFeedback;
    context: {
        projectPath: string;
        userId?: string;
    };
}
/**
 * Aggregated learning statistics
 */
export interface LearningStats {
    totalFeedback: number;
    helpfulRate: number;
    accuracyImprovement: number;
    commonMistakes: MistakePattern[];
    layerWeights: Record<string, number>;
}
/**
 * Common mistake pattern detected from feedback
 */
export interface MistakePattern {
    pattern: string;
    frequency: number;
    correction: string;
}
/**
 * Last query information stored in session
 */
export interface LastQueryInfo {
    query: string;
    classification: ClassificationResult;
    routing: RoutingResult;
    timestamp: number;
}
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