Class SupabaseTranslator<T>

A specialized translator designed to work with Supabase, extending the BaseTranslator class. It translates structured queries into a format that can be understood by the Supabase database.

Example

const selfQueryRetriever = new SelfQueryRetriever({
  llm: new ChatOpenAI(),
  vectorStore: new SupabaseVectorStore(),
  documentContents: "Brief summary of a movie",
  attributeInfo: [],
  structuredQueryTranslator: new SupabaseTranslator(),
});

const queryResult = await selfQueryRetriever.getRelevantDocuments(
  "Which movies are directed by Greta Gerwig?",
);

Type Parameters

  • T extends VectorStore

Hierarchy (view full)

Constructors

constructor

Properties

VisitComparisonOutput VisitOperationOutput VisitStructuredQueryOutput allowedComparators allowedOperators

Methods

buildColumnName formatFunction getComparatorFunction mergeFilters visitComparison visitComparisonAsString visitOperation visitOperationAsString visitStructuredQuery

Constructors

constructor

Properties

VisitComparisonOutput

VisitComparisonOutput: any

VisitOperationOutput

VisitOperationOutput: any

VisitStructuredQueryOutput

VisitStructuredQueryOutput: {
    filter?: T["FilterType"];
}

allowedComparators

allowedComparators: Comparator[] = ...

allowedOperators

allowedOperators: Operator[] = ...

Methods

buildColumnName

  • buildColumnName(attr, value, includeType?): string

  • Builds a column name based on the attribute and value provided. The column name is used in filtering data in a Supabase database.

    Parameters

    • attr: string

      The attribute to be used in the column name.

    • value: string | number

      The value to be used in the column name.

    • includeType: boolean = true

      Whether to include the data type in the column name.

    Returns string

    The built column name.

formatFunction

getComparatorFunction

  • getComparatorFunction<C>(comparator): ((attr: string, value: ValueType[C]) => any)

  • Returns a function that applies the appropriate comparator operation on the attribute and value provided. The function returned is used to filter data in a Supabase database.

    Type Parameters

    Parameters

    • comparator: Comparator

      The comparator to be used in the operation.

    Returns ((attr: string, value: ValueType[C]) => any)

    A function that applies the comparator operation on the attribute and value provided.

      • (attr, value): any

      • Parameters

        • attr: string
        • value: ValueType[C]

        Returns any

mergeFilters

  • mergeFilters(defaultFilter, generatedFilter, mergeType?): any

  • Merges two filters into one. The merged filter can be used to filter data in a Supabase database.

    Parameters

    • defaultFilter: any

      The default filter to be merged.

    • generatedFilter: any

      The generated filter to be merged.

    • mergeType: string = "and"

      The type of merge to be performed. It can be 'and', 'or', or 'replace'.

    Returns any

    The merged filter.

visitComparison

  • visitComparison(comparison): any

  • Visits a comparison and returns a function that applies the comparison on a Supabase database. This is used in translating a structured query into a format that can be understood by Supabase.

    Parameters

    • comparison: Comparison

      The comparison to be visited.

    Returns any

    A function that applies the comparison on a Supabase database.

visitComparisonAsString

  • visitComparisonAsString(comparison): string

  • Visits a comparison and returns a string representation of it. This is used in translating a structured query into a format that can be understood by Supabase.

    Parameters

    • comparison: Comparison

      The comparison to be visited.

    Returns string

    A string representation of the comparison.

visitOperation

  • visitOperation(operation): any

  • Visits an operation and returns a function that applies the operation on a Supabase database. This is used in translating a structured query into a format that can be understood by Supabase.

    Parameters

    • operation: Operation

      The operation to be visited.

    Returns any

    A function that applies the operation on a Supabase database.

visitOperationAsString

  • visitOperationAsString(operation): string

  • Visits an operation and returns a string representation of it. This is used in translating a structured query into a format that can be understood by Supabase.

    Parameters

    • operation: Operation

      The operation to be visited.

    Returns string

    A string representation of the operation.

visitStructuredQuery

  • visitStructuredQuery(query): {
        filter?: T["FilterType"];
    }

  • Visits a structured query and returns a function that applies the query on a Supabase database. This is used in translating a structured query into a format that can be understood by Supabase.

    Parameters

    Returns {
        filter?: T["FilterType"];
    }

    A function that applies the query on a Supabase database.

    • Optionalfilter?: T["FilterType"]

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