Interface IVectorDatabase

The interface for the vector database.

interface IVectorDatabase {
    close(): void;
    getName(): string;
    getOwnerId(): string;
    insert(name: string, content: string, index: IIndex[], vectors: number[][]): void;
    loadFromDisk(version: string): void;
    remove(name: string): void;
    saveToDisk(version: string): void;
    search(vector: number[], k: number, minRelevance?: number, contentSize?: number): ISearchResult[];
}

Hierarchy (view full)

Methods

close getName getOwnerId insert loadFromDisk remove saveToDisk search

Methods

close

  • close(): void

  • Close the database.

    Returns void

getName

  • getName(): string

  • Get the name of the database.

    Returns string

getOwnerId

insert

  • insert(name, content, index, vectors): void

  • Insert vectors into the database.

    Parameters

    • name: string

      The name of the content.

    • content: string

      The content.

    • index: IIndex[]

      The index of the vectors.

    • vectors: number[][]

      The vectors to insert.

    Returns void

loadFromDisk

  • loadFromDisk(version): void

  • Load the database from disk.

    Parameters

    • version: string

      The version of the data collection.

    Returns void

remove

  • remove(name): void

  • Remove vectors from the database.

    Parameters

    • name: string

      The name of the content.

    Returns void

saveToDisk

  • saveToDisk(version): void

  • Save the database to disk.

    Parameters

    • version: string

      The version of the data collection.

    Returns void

search

  • search(vector, k, minRelevance?, contentSize?): ISearchResult[]

  • Search for the k nearest vectors.

    Parameters

    • vector: number[]

      The vector to search for.

    • k: number

      The number of nearest vectors to return.

    • OptionalminRelevance: number

      The minimum relevance of the vectors (default 0).

    • OptionalcontentSize: number

      The size of the content to return (content +/- contentSize, default 0).

    Returns ISearchResult[]

    An array of search results.

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