
    Ng                         d Z ddlmZmZ ddlmZmZmZ ddlm	Z	 ddl
mZ ddlmZ erddlmZ dd	iZ e	ee
          ZdedefdZg dZdS )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                      t          |           S )zLook up attributes dynamically.)_import_attribute)r   s    V/var/www/html/ai-engine/env/lib/python3.11/site-packages/langchain/indexes/__init__.py__getattr__r   %   s    T"""    )r   r   r   r   r	   r
   N)__doc__typingr   r   langchain_core.indexing.apir   r   r   langchain._apir   %langchain.indexes._sql_record_managerr	   langchain.indexes.vectorstorer
   (langchain_community.graphs.index_creatorr   DEPRECATED_LOOKUP__package__r   strr   __all__ r   r   <module>r       s     & % % % % % % % E E E E E E E E E E * * * * * * B B B B B B A A A A A A KJJJJJJ C  $OKDUVVV #c #c # # # #
  r   