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

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

import { EmbeddingConfig, LLMConfig } from './types';
export interface EmbeddingProvider {
    generateEmbedding(text: string): Promise<number[]>;
    initialize(): Promise<void>;
}
export interface LLMProvider {
    generateText(prompt: string, context: string): Promise<string>;
    initialize(): Promise<void>;
}
export declare class LocalEmbeddingProvider implements EmbeddingProvider {
    private pipeline;
    private config;
    constructor(config: EmbeddingConfig);
    initialize(): Promise<void>;
    generateEmbedding(text: string): Promise<number[]>;
}
export declare class OpenAIEmbeddingProvider implements EmbeddingProvider {
    private config;
    constructor(config: EmbeddingConfig);
    initialize(): Promise<void>;
    generateEmbedding(text: string): Promise<number[]>;
}
export declare class GeminiEmbeddingProvider implements EmbeddingProvider {
    private config;
    constructor(config: EmbeddingConfig);
    initialize(): Promise<void>;
    generateEmbedding(text: string): Promise<number[]>;
}
export declare class OpenAICompatibleLLMProvider implements LLMProvider {
    private config;
    constructor(config: LLMConfig);
    initialize(): Promise<void>;
    generateText(prompt: string, context: string): Promise<string>;
    private getProviderConfig;
}
export declare class ProviderManager {
    static createEmbeddingProvider(config: EmbeddingConfig): EmbeddingProvider;
    static createLLMProvider(config: LLMConfig): LLMProvider;
    static detectAvailableProviders(): {
        embedding: string[];
        llm: string[];
    };
}
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