gnes.indexer.chunk.annoy module¶

class gnes.indexer.chunk.annoy.AnnoyIndexer(num_dim, data_path, metric='angular', n_trees=10, *args, **kwargs)[source]¶

Initialize an AnnoyIndexer

Parameters:	num_dim (`int`) – when set to -1, then num_dim is auto decided on first .add() data_path (`str`) – index data file managed by the annoy indexer metric (`str`) – n_trees (`int`) – args – kwargs –

add(keys, vectors, weights, *args, **kwargs)[source]¶

adding new chunks and their vector representations

Parameters:	keys (`List`[`Tuple`[`int`, `Any`]]) – list of (doc_id, offset) tuple vectors (`ndarray`) – vector representations weights (`List`[`float`]) – weight of the chunks

post_init()[source]¶: Declare class attributes/members that can not be serialized in standard way

query(keys, top_k, *args, **kwargs)[source]¶

Return type:	`List`[`List`[`Tuple`]]