:mod:`langchain_community.vectorstores.usearch`.USearch
==============================================================

.. currentmodule:: langchain_community.vectorstores.usearch

.. autoclass:: USearch

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~USearch.embeddings
   
   

   
   
   .. rubric:: Methods

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

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

   
   


.. example_links:: USearch