import type { PublicSaveMemoryInput } from '@jungjaehoon/mama-core';
import type { ChannelConfig, NormalizedItem } from '../connectors/framework/types.js';
export type RawBackedMemorySaveInput = PublicSaveMemoryInput;
export interface RawBackedMemoryCandidate extends PublicSaveMemoryInput {
    rawSourceId: string;
}
export interface RawBackedMemoryBuildOptions {
    channelConfig?: ChannelConfig & Record<string, unknown>;
    entityObservationIdsBySourceId?: Map<string, string[]>;
}
export interface RawBackedMemorySaveResult {
    success: boolean;
    id: string;
}
export interface RawBackedMemoryIngestOptions extends RawBackedMemoryBuildOptions {
    memoryExists?: (topic: string) => boolean;
    saveMemory?: (input: RawBackedMemorySaveInput) => Promise<RawBackedMemorySaveResult>;
}
export interface RawBackedMemoryIngestResult {
    candidatesBuilt: number;
    saved: number;
    skippedExisting: number;
}
export declare function buildRawBackedMemoryCandidates(items: NormalizedItem[], options?: RawBackedMemoryBuildOptions): RawBackedMemoryCandidate[];
export declare function ingestRawBackedMemoryCandidates(items: NormalizedItem[], options?: RawBackedMemoryIngestOptions): Promise<RawBackedMemoryIngestResult>;
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