:mod:`langchain_community.vectorstores.docarray.base`.DocArrayIndex
==========================================================================

.. currentmodule:: langchain_community.vectorstores.docarray.base

.. autoclass:: DocArrayIndex

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~DocArrayIndex.doc_cls
      ~DocArrayIndex.embeddings
   
   

   
   
   .. rubric:: Methods

   .. autosummary::
   
      ~DocArrayIndex.__init__
      ~DocArrayIndex.aadd_documents
      ~DocArrayIndex.aadd_texts
      ~DocArrayIndex.add_documents
      ~DocArrayIndex.add_texts
      ~DocArrayIndex.adelete
      ~DocArrayIndex.afrom_documents
      ~DocArrayIndex.afrom_texts
      ~DocArrayIndex.amax_marginal_relevance_search
      ~DocArrayIndex.amax_marginal_relevance_search_by_vector
      ~DocArrayIndex.as_retriever
      ~DocArrayIndex.asearch
      ~DocArrayIndex.asimilarity_search
      ~DocArrayIndex.asimilarity_search_by_vector
      ~DocArrayIndex.asimilarity_search_with_relevance_scores
      ~DocArrayIndex.asimilarity_search_with_score
      ~DocArrayIndex.delete
      ~DocArrayIndex.from_documents
      ~DocArrayIndex.from_texts
      ~DocArrayIndex.max_marginal_relevance_search
      ~DocArrayIndex.max_marginal_relevance_search_by_vector
      ~DocArrayIndex.search
      ~DocArrayIndex.similarity_search
      ~DocArrayIndex.similarity_search_by_vector
      ~DocArrayIndex.similarity_search_with_relevance_scores
      ~DocArrayIndex.similarity_search_with_score

   
   .. automethod:: DocArrayIndex.__init__
   .. automethod:: DocArrayIndex.aadd_documents
   .. automethod:: DocArrayIndex.aadd_texts
   .. automethod:: DocArrayIndex.add_documents
   .. automethod:: DocArrayIndex.add_texts
   .. automethod:: DocArrayIndex.adelete
   .. automethod:: DocArrayIndex.afrom_documents
   .. automethod:: DocArrayIndex.afrom_texts
   .. automethod:: DocArrayIndex.amax_marginal_relevance_search
   .. automethod:: DocArrayIndex.amax_marginal_relevance_search_by_vector
   .. automethod:: DocArrayIndex.as_retriever
   .. automethod:: DocArrayIndex.asearch
   .. automethod:: DocArrayIndex.asimilarity_search
   .. automethod:: DocArrayIndex.asimilarity_search_by_vector
   .. automethod:: DocArrayIndex.asimilarity_search_with_relevance_scores
   .. automethod:: DocArrayIndex.asimilarity_search_with_score
   .. automethod:: DocArrayIndex.delete
   .. automethod:: DocArrayIndex.from_documents
   .. automethod:: DocArrayIndex.from_texts
   .. automethod:: DocArrayIndex.max_marginal_relevance_search
   .. automethod:: DocArrayIndex.max_marginal_relevance_search_by_vector
   .. automethod:: DocArrayIndex.search
   .. automethod:: DocArrayIndex.similarity_search
   .. automethod:: DocArrayIndex.similarity_search_by_vector
   .. automethod:: DocArrayIndex.similarity_search_with_relevance_scores
   .. automethod:: DocArrayIndex.similarity_search_with_score

   
   


.. example_links:: DocArrayIndex