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

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

export interface DatabaseConfig {
    url: string;
    anonKey: string;
}
export interface EmbeddingConfig {
    model: 'local' | 'openai' | 'gemini';
    localModel?: string;
    openaiApiKey?: string;
    openaiModel?: string;
    geminiApiKey?: string;
    geminiModel?: string;
}
export interface LLMConfig {
    provider: 'openai' | 'gemini' | 'anthropic' | 'custom';
    apiKey: string;
    model: string;
    endpoint?: string;
}
export interface EmbeddingTask {
    tableName: string;
    columns: string[];
    customOrder?: boolean;
    embeddingColumn: string;
    batchSize: number;
}
export interface ColumnPopulationTask {
    tableName: string;
    sourceColumn: string;
    targetColumn: string;
    llmProvider: LLMConfig;
    prompt: string;
    batchSize: number;
}
export interface ColumnCombination {
    columns: string[];
    name: string;
}
export interface TestConfiguration {
    tableName: string;
    selectedColumns: string[];
    queryColumn: string;
    answerColumn: string;
    embeddingConfig: EmbeddingConfig;
    metricType: string;
    trainingRatio: number;
    testName: string;
    maxCombinations?: number;
}
export interface EnhancedTestConfiguration extends TestConfiguration {
    batchSize: number;
    maxTrainingSamples: number;
    maxTestingSamples: number;
    enableCaching: boolean;
    crossValidationFolds?: number;
    dataSamplingStrategy: 'random' | 'stratified' | 'sequential';
}
export interface TestResult {
    combination: ColumnCombination;
    averageScore: number;
    totalTests: number;
    processingTime: number;
    embeddingStats: {
        trainingEmbeddings: number;
        testQueries: number;
        averageSimilarity: number;
    };
}
export interface ExperimentResults {
    testName: string;
    timestamp: Date;
    configuration: TestConfiguration;
    allResults: TestResult[];
    summary: {
        bestCombination: ColumnCombination;
        bestScore: number;
        worstCombination: ColumnCombination;
        worstScore: number;
        averageScore: number;
        totalCombinations: number;
    };
    processingTime: number;
}
export interface CLIConfig {
    database: DatabaseConfig;
    embedding: EmbeddingConfig;
    outputPath?: string;
}
export interface TableInfo {
    name: string;
    columns: Array<{
        column_name: string;
        data_type: string;
        is_nullable: boolean;
    }>;
    rowCount: number;
}
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