61 lines
2.9 KiB
TypeScript
61 lines
2.9 KiB
TypeScript
import { BaseTranslator, Comparator, Comparison, Operation, Operator, StructuredQuery } from "@langchain/core/structured_query";
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import { QdrantVectorStore, QdrantFilter, QdrantCondition } from "../vectorstores/qdrant.js";
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/**
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* A class that translates or converts `StructuredQuery` to equivalent Qdrant filters.
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* @example
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* ```typescript
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* const selfQueryRetriever = new SelfQueryRetriever({
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* llm: new ChatOpenAI(),
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* vectorStore: new QdrantVectorStore(...),
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* documentContents: "Brief summary of a movie",
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* attributeInfo: [],
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* structuredQueryTranslator: new QdrantTranslator(),
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* });
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*
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* const relevantDocuments = await selfQueryRetriever.getRelevantDocuments(
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* "Which movies are rated higher than 8.5?",
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* );
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* ```
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*/
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export declare class QdrantTranslator<T extends QdrantVectorStore> extends BaseTranslator<T> {
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VisitOperationOutput: QdrantFilter;
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VisitComparisonOutput: QdrantCondition;
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allowedOperators: Operator[];
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allowedComparators: Comparator[];
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/**
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* Visits an operation and returns a QdrantFilter.
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* @param operation The operation to visit.
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* @returns A QdrantFilter.
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*/
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visitOperation(operation: Operation): this["VisitOperationOutput"];
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/**
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* Visits a comparison and returns a QdrantCondition.
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* The value is casted to the correct type.
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* The attribute is prefixed with "metadata.",
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* since metadata is nested in the Qdrant payload.
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* @param comparison The comparison to visit.
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* @returns A QdrantCondition.
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*/
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visitComparison(comparison: Comparison): this["VisitComparisonOutput"];
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/**
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* Visits a structured query and returns a VisitStructuredQueryOutput.
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* If the query has a filter, it is visited.
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* @param query The structured query to visit.
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* @returns An instance of VisitStructuredQueryOutput.
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*/
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visitStructuredQuery(query: StructuredQuery): this["VisitStructuredQueryOutput"];
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/**
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* Merges two filters into one. If both filters are empty, returns
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* undefined. If one filter is empty or the merge type is 'replace',
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* returns the other filter. If the merge type is 'and' or 'or', returns a
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* new filter with the merged results. Throws an error for unknown merge
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* types.
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* @param defaultFilter The default filter to merge.
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* @param generatedFilter The generated filter to merge.
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* @param mergeType The type of merge to perform. Can be 'and', 'or', or 'replace'. Defaults to 'and'.
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* @param forceDefaultFilter If true, the default filter is always returned if the generated filter is empty. Defaults to false.
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* @returns A merged QdrantFilter, or undefined if both filters are empty.
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*/
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mergeFilters(defaultFilter: QdrantFilter | undefined, generatedFilter: QdrantFilter | undefined, mergeType?: string, forceDefaultFilter?: boolean): QdrantFilter | undefined;
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formatFunction(): string;
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}
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