/**
 * RAG Module Index - Export all RAG utilities
 *
 * Python parity with praisonaiagents/rag/__init__.py
 */
export { RetrievalStrategy, type RetrievalStrategyType, type Citation, createCitation, formatCitation, type ContextPack, createContextPack, hasCitations, formatContextPackForPrompt, type RAGResult, createRAGResult, formatAnswerWithCitations, type RAGConfig, DEFAULT_RAG_TEMPLATE, createRAGConfig, } from './models';
export { RetrievalPolicy, type RetrievalPolicyType, CitationsMode, type CitationsModeType, type RetrievalConfig, createRetrievalConfig, createSimpleRetrievalConfig, createSmartRetrievalConfig, } from './retrieval-config';
export declare class RAG {
    private config;
    private knowledge;
    constructor(options?: {
        knowledge?: any;
        config?: Partial<import('./models').RAGConfig>;
    });
    /**
     * Query the RAG pipeline.
     */
    query(question: string): Promise<import('./models').RAGResult>;
    /**
     * Retrieve context without generating an answer.
     */
    retrieve(question: string): Promise<import('./models').ContextPack>;
    /**
     * Get the current configuration.
     */
    getConfig(): import('./models').RAGConfig;
}
/**
 * Create a RAG instance.
 */
export declare function createRAG(options?: {
    knowledge?: any;
    config?: Partial<import('./models').RAGConfig>;
}): RAG;