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

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

import { DatabaseConnection } from './database';
import { EmbeddingGenerator } from './embeddings';
import { TestConfiguration, TestResult, ExperimentResults, ColumnCombination } from './types';
export declare class RAGTester {
    private db;
    private embeddings;
    private similarityMetric;
    private brdrMetric;
    constructor(dbConnection: DatabaseConnection, embeddingGenerator: EmbeddingGenerator);
    initialize(): Promise<void>;
    runExperiment(config: TestConfiguration): Promise<ExperimentResults>;
    runSingleTest(config: TestConfiguration, combination: ColumnCombination): Promise<TestResult>;
    validateConfiguration(config: TestConfiguration): Promise<{
        isValid: boolean;
        errors: string[];
        warnings: string[];
    }>;
    getTableInfo(tableName: string): Promise<import("./types").TableInfo | null>;
    getTables(): Promise<string[]>;
    getSampleData(tableName: string, limit?: number): Promise<any[]>;
}
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