:mod:`langchain.vectorstores.docarray.hnsw`.DocArrayHnswSearch
=====================================================================

.. currentmodule:: langchain.vectorstores.docarray.hnsw

.. autoclass:: DocArrayHnswSearch

   
   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~DocArrayHnswSearch.doc_cls
      ~DocArrayHnswSearch.embeddings
   
   

.. example_links:: DocArrayHnswSearch