vectorstore

package
v0.0.0-...-751b377 Latest Latest
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Published: Dec 24, 2025 License: Apache-2.0 Imports: 9 Imported by: 0

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Types

type VectorStore

type VectorStore interface {
	CreateCollection(ctx context.Context, collection string, opts *dbtypes.DatasetCreateOpts) error
	AddDocuments(ctx context.Context, docs []types.Document, collection string) ([]string, error)                                                                                                                       // @return documentIDs, error
	SimilaritySearch(ctx context.Context, query string, numDocuments int, collection string, where map[string]string, whereDocument []types.WhereDocument, embeddingFunc types.EmbeddingFunc) ([]types.Document, error) //nolint:lll
	RemoveCollection(ctx context.Context, collection string) error
	RemoveDocument(ctx context.Context, documentID string, collection string, where map[string]string, whereDocument []types.WhereDocument) error
	GetDocuments(ctx context.Context, collection string, where map[string]string, whereDocument []types.WhereDocument) ([]types.Document, error)
	GetDocument(ctx context.Context, documentID string, collection string) (types.Document, error)

	ImportCollectionsFromFile(ctx context.Context, path string, collections ...string) error
	ExportCollectionsToFile(ctx context.Context, path string, collections ...string) error

	Close() error
}

func New

func New(ctx context.Context, dsn string, embeddingProvider etypes.EmbeddingModelProvider) (VectorStore, error)

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