import { z } from "zod";
import { LLM } from "../llms/base";
import { SearchResult } from "../types";
import { HistoryManager } from "../storage/base";
export declare const SearchAgentDecisionSchema: z.ZodObject<{
    needsAdditionalSteps: z.ZodBoolean;
    reasoning: z.ZodDefault<z.ZodNullable<z.ZodString>>;
    needsAnotherHop: z.ZodDefault<z.ZodNullable<z.ZodBoolean>>;
    hopReasoning: z.ZodDefault<z.ZodNullable<z.ZodString>>;
    nextSteps: z.ZodDefault<z.ZodNullable<z.ZodArray<z.ZodObject<{
        action: z.ZodEnum<["get_next_messages", "get_prev_messages", "get_entity_memories", "get_time_based_memories", "semantic_research", "get_message_details", "get_conversation_context", "search_all_messages", "get_messages_by_pattern", "deduce_memory_date", "finished"]>;
        parameters: z.ZodDefault<z.ZodNullable<z.ZodObject<{
            messageId: z.ZodDefault<z.ZodNullable<z.ZodString>>;
            memoryId: z.ZodDefault<z.ZodNullable<z.ZodString>>;
            entityId: z.ZodDefault<z.ZodNullable<z.ZodString>>;
            timeRange: z.ZodDefault<z.ZodNullable<z.ZodUnion<[z.ZodString, z.ZodObject<{
                start: z.ZodDefault<z.ZodNullable<z.ZodString>>;
                end: z.ZodDefault<z.ZodNullable<z.ZodString>>;
            }, "strip", z.ZodTypeAny, {
                start: string | null;
                end: string | null;
            }, {
                start?: string | null | undefined;
                end?: string | null | undefined;
            }>]>>>;
            count: z.ZodDefault<z.ZodNullable<z.ZodNumber>>;
            researchQuery: z.ZodDefault<z.ZodNullable<z.ZodString>>;
            researchType: z.ZodDefault<z.ZodNullable<z.ZodString>>;
            includeMessages: z.ZodDefault<z.ZodNullable<z.ZodBoolean>>;
            exact: z.ZodDefault<z.ZodNullable<z.ZodBoolean>>;
            dateContext: z.ZodDefault<z.ZodNullable<z.ZodString>>;
        }, "strip", z.ZodTypeAny, {
            exact: boolean | null;
            timeRange: string | {
                start: string | null;
                end: string | null;
            } | null;
            memoryId: string | null;
            messageId: string | null;
            entityId: string | null;
            count: number | null;
            researchQuery: string | null;
            researchType: string | null;
            includeMessages: boolean | null;
            dateContext: string | null;
        }, {
            exact?: boolean | null | undefined;
            timeRange?: string | {
                start?: string | null | undefined;
                end?: string | null | undefined;
            } | null | undefined;
            memoryId?: string | null | undefined;
            messageId?: string | null | undefined;
            entityId?: string | null | undefined;
            count?: number | null | undefined;
            researchQuery?: string | null | undefined;
            researchType?: string | null | undefined;
            includeMessages?: boolean | null | undefined;
            dateContext?: string | null | undefined;
        }>>>;
        priority: z.ZodDefault<z.ZodNullable<z.ZodNumber>>;
    }, "strip", z.ZodTypeAny, {
        action: "get_next_messages" | "get_prev_messages" | "get_entity_memories" | "get_time_based_memories" | "semantic_research" | "get_message_details" | "get_conversation_context" | "search_all_messages" | "get_messages_by_pattern" | "deduce_memory_date" | "finished";
        parameters: {
            exact: boolean | null;
            timeRange: string | {
                start: string | null;
                end: string | null;
            } | null;
            memoryId: string | null;
            messageId: string | null;
            entityId: string | null;
            count: number | null;
            researchQuery: string | null;
            researchType: string | null;
            includeMessages: boolean | null;
            dateContext: string | null;
        } | null;
        priority: number | null;
    }, {
        action: "get_next_messages" | "get_prev_messages" | "get_entity_memories" | "get_time_based_memories" | "semantic_research" | "get_message_details" | "get_conversation_context" | "search_all_messages" | "get_messages_by_pattern" | "deduce_memory_date" | "finished";
        parameters?: {
            exact?: boolean | null | undefined;
            timeRange?: string | {
                start?: string | null | undefined;
                end?: string | null | undefined;
            } | null | undefined;
            memoryId?: string | null | undefined;
            messageId?: string | null | undefined;
            entityId?: string | null | undefined;
            count?: number | null | undefined;
            researchQuery?: string | null | undefined;
            researchType?: string | null | undefined;
            includeMessages?: boolean | null | undefined;
            dateContext?: string | null | undefined;
        } | null | undefined;
        priority?: number | null | undefined;
    }>, "many">>>;
}, "strip", z.ZodTypeAny, {
    needsAdditionalSteps: boolean;
    reasoning: string | null;
    needsAnotherHop: boolean | null;
    hopReasoning: string | null;
    nextSteps: {
        action: "get_next_messages" | "get_prev_messages" | "get_entity_memories" | "get_time_based_memories" | "semantic_research" | "get_message_details" | "get_conversation_context" | "search_all_messages" | "get_messages_by_pattern" | "deduce_memory_date" | "finished";
        parameters: {
            exact: boolean | null;
            timeRange: string | {
                start: string | null;
                end: string | null;
            } | null;
            memoryId: string | null;
            messageId: string | null;
            entityId: string | null;
            count: number | null;
            researchQuery: string | null;
            researchType: string | null;
            includeMessages: boolean | null;
            dateContext: string | null;
        } | null;
        priority: number | null;
    }[] | null;
}, {
    needsAdditionalSteps: boolean;
    reasoning?: string | null | undefined;
    needsAnotherHop?: boolean | null | undefined;
    hopReasoning?: string | null | undefined;
    nextSteps?: {
        action: "get_next_messages" | "get_prev_messages" | "get_entity_memories" | "get_time_based_memories" | "semantic_research" | "get_message_details" | "get_conversation_context" | "search_all_messages" | "get_messages_by_pattern" | "deduce_memory_date" | "finished";
        parameters?: {
            exact?: boolean | null | undefined;
            timeRange?: string | {
                start?: string | null | undefined;
                end?: string | null | undefined;
            } | null | undefined;
            memoryId?: string | null | undefined;
            messageId?: string | null | undefined;
            entityId?: string | null | undefined;
            count?: number | null | undefined;
            researchQuery?: string | null | undefined;
            researchType?: string | null | undefined;
            includeMessages?: boolean | null | undefined;
            dateContext?: string | null | undefined;
        } | null | undefined;
        priority?: number | null | undefined;
    }[] | null | undefined;
}>;
export interface SearchAgentOptions {
    userId?: string;
    agentId?: string;
    runId?: string;
    maxSteps?: number;
    enableMultihop?: boolean;
    maxHops?: number;
    reasoningCustomInstructions?: string;
}
export interface SearchFunction {
    (query: string, options?: any): Promise<SearchResult>;
}
export interface AgentStatistics {
    totalHops: number;
    totalAgentCalls: number;
    agentCallsByName: Record<string, number>;
    totalStepsExecuted: number;
    successfulSteps: number;
    additionalResultsFound: number;
    startTime: number;
    endTime?: number;
}
export declare class SearchAgents {
    private llm;
    private db;
    private searchFunction?;
    private statistics;
    constructor(llm: LLM, db: HistoryManager, searchFunction?: SearchFunction | undefined);
    private trackAgentCall;
    private logSummary;
    finalizeSingleHopAnalysis(): void;
    private addPatternSearchIfNeeded;
    analyzeSearchNeed(query: string, searchResult: SearchResult, options: SearchAgentOptions, hopNumber?: number): Promise<SearchAgentDecision>;
    executeMultihopAnalysis(query: string, initialSearchResult: SearchResult, options: SearchAgentOptions): Promise<{
        finalResult: SearchResult;
        hopResults: Array<{
            hopNumber: number;
            decision: SearchAgentDecision;
            stepResults: Array<{
                action: string;
                results: any;
                success: boolean;
            }>;
            additionalResults: any[];
        }>;
    }>;
    executeSteps(decision: SearchAgentDecision, options: SearchAgentOptions, shouldLogSummary?: boolean, query?: string): Promise<{
        stepResults: Array<{
            action: string;
            results: any;
            success: boolean;
        }>;
        additionalResults: any[];
    }>;
    private deduceMemoryDate;
    private filterAdditionalResults;
}
interface SearchAgentDecision {
    needsAdditionalSteps: boolean;
    reasoning: string;
    needsAnotherHop: boolean;
    hopReasoning: string;
    nextSteps: Array<{
        action: string;
        parameters: Record<string, any>;
        priority: number;
    }>;
}
export {};