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vector_search Package

Modules

const
vector_search
vector_search_filter
vector_search_options
vector_search_result
vector_text_search
vectorizable_text_search
vectorized_search

Classes

VectorSearchBase

Method for searching vectors.

Note: This class is marked as 'experimental' and may change in the future.

Create a new model by parsing and validating input data from keyword arguments.

Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

self is explicitly positional-only to allow self as a field name.

VectorSearchFilter

A filter clause for a vector search query.

Note: This class is marked as 'experimental' and may change in the future.

Initialize a new instance of VectorSearchFilter.

VectorSearchOptions

Options for vector search, builds on TextSearchOptions.

Note: This class is marked as 'experimental' and may change in the future.

Create a new model by parsing and validating input data from keyword arguments.

Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

self is explicitly positional-only to allow self as a field name.

VectorSearchResult

The result of a vector search.

Note: This class is marked as 'experimental' and may change in the future.

Create a new model by parsing and validating input data from keyword arguments.

Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

self is explicitly positional-only to allow self as a field name.

VectorTextSearchMixin

The mixin for text search, to be used in combination with VectorSearchBase.

Note: This class is marked as 'experimental' and may change in the future.

VectorizableTextSearchMixin

The mixin for searching with text that get's vectorized downstream.

To be used in combination with VectorSearchBase.

Note: This class is marked as 'experimental' and may change in the future.

VectorizedSearchMixin

The mixin for searching with vectors. To be used in combination with VectorSearchBase.

Note: This class is marked as 'experimental' and may change in the future.

Enums

TextSearchFunctions

Text search functions.