o

���g��@s�dZd
dl
mZmZ
d
dlmZmZmZ
d
dlm	Z	
d
dl
mZ
d
dlm
Z

er.d
dlmZ
dd	i
Ze	eed
�Zdedefd
d�Zgd�
ZdS)a�
**Index** is used to avoid writing duplicated content
into the vectostore and to avoid over-writing content if it's unchanged.

Indexes also :

* Create knowledge graphs from data.

* Support indexing workflows from LangChain data loaders to vectorstores.

Importantly, Index keeps on working even if the content being written is derived
via a set of transformations from some source content (e.g., indexing children
documents that were derived from parent documents by chunking.)
�)�
TYPE_CHECKING�Any)�IndexingResult�aindex�index)
�create_importer)
�SQLRecordManager)
�VectorstoreIndexCreator)
�GraphIndexCreatorr
z(langchain_community.graphs.index_creator)
�deprecated_lookups�name�returnc

Cst|�
S)
zLook up attributes dynamically.)
�_import_attribute)
r�r�E/usr/local/lib/python3.10/dist-packages/langchain/indexes/__init__.py�__getattr__%sr)rr
rrrr	N)�__doc__�typingrr�langchain_core.indexing.apirrr�langchain._apir�%langchain.indexes._sql_record_managerr�langchain.indexes.vectorstorer	�(langchain_community.graphs.index_creatorr
�DEPRECATED_LOOKUP�__package__r�strr�__all__rrrr�<module>
s


�