import type { RetrievalResult } from "./Retriever.ts";
import type { RetrievalOptions } from "./Retriever.ts";
import type { IGraphStore } from "./KnowledgeGraphStore.ts";
import type { ILLMProvider } from "../llm/ILLMProvider.ts";
import type { IVectorStore } from "../memory/VectorStore.ts";
import type { ExecutionContext } from "../core/ExecutionContext.ts";
import { RetrievalClassifier } from "../tools/rag/RetrievalClassifier.ts";
import type { RetrievalStrategy } from "../tools/rag/RetrievalClassifier.ts";
export interface AgenticRetrievalResult extends RetrievalResult {
    strategy: RetrievalStrategy;
    vectorMatches: number;
    graphHops: number;
    sourcePaths: string[];
}
export interface AgenticRAGOptions {
    embedder: ILLMProvider;
    vectorStore: IVectorStore;
    knowledgeGraphStore?: IGraphStore;
    parentStorePath?: string;
    decisionSkill?: RetrievalClassifier;
    graphHops?: number;
}
export declare class AgenticRAG {
    private retriever;
    private knowledgeGraphStore?;
    private decisionSkill;
    private embedder;
    private graphHops;
    constructor(options: AgenticRAGOptions);
    retrieve(query: string, context: ExecutionContext, retrievalOptions?: RetrievalOptions): Promise<AgenticRetrievalResult[]>;
    private executeGraphStrategy;
    private decideStrategy;
    private resolveGraphNodes;
}
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