:mod:`langchain.vectorstores.annoy`.Annoy
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.. currentmodule:: langchain.vectorstores.annoy

.. autoclass:: Annoy

   
   
   .. rubric:: Methods

   .. autosummary::
   
      ~Annoy.__init__
      ~Annoy.aadd_documents
      ~Annoy.aadd_texts
      ~Annoy.add_documents
      ~Annoy.add_texts
      ~Annoy.afrom_documents
      ~Annoy.afrom_texts
      ~Annoy.amax_marginal_relevance_search
      ~Annoy.amax_marginal_relevance_search_by_vector
      ~Annoy.as_retriever
      ~Annoy.asearch
      ~Annoy.asimilarity_search
      ~Annoy.asimilarity_search_by_vector
      ~Annoy.asimilarity_search_with_relevance_scores
      ~Annoy.delete
      ~Annoy.from_documents
      ~Annoy.from_embeddings
      ~Annoy.from_texts
      ~Annoy.load_local
      ~Annoy.max_marginal_relevance_search
      ~Annoy.max_marginal_relevance_search_by_vector
      ~Annoy.process_index_results
      ~Annoy.save_local
      ~Annoy.search
      ~Annoy.similarity_search
      ~Annoy.similarity_search_by_index
      ~Annoy.similarity_search_by_vector
      ~Annoy.similarity_search_with_relevance_scores
      ~Annoy.similarity_search_with_score
      ~Annoy.similarity_search_with_score_by_index
      ~Annoy.similarity_search_with_score_by_vector
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~Annoy.embeddings
   
   

.. example_links:: Annoy