rag-cli-tester/dist/embedding-service.d.ts

A lightweight CLI tool for testing RAG (Retrieval-Augmented Generation) systems with different embedding combinations

import { DatabaseConnection } from './database';
import { EmbeddingConfig, EmbeddingTask } from './types';
export declare class EmbeddingService {
    private database;
    private embeddingProvider;
    private config;
    constructor(database: DatabaseConnection, config: EmbeddingConfig);
    initialize(): Promise<void>;
    generateEmbeddings(task: EmbeddingTask): Promise<void>;
    private processBatch;
    private combineColumns;
    private formatColumnValue;
    private delay;
    private askUserConfirmation;
    getEmbeddingProgress(tableName: string, embeddingColumn: string): Promise<{
        total: number;
        completed: number;
        remaining: number;
        percentage: number;
    }>;
}
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