:mod:`langchain_community.vectorstores.annoy`.Annoy
==========================================================

.. currentmodule:: langchain_community.vectorstores.annoy

.. autoclass:: Annoy

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~Annoy.embeddings
   
   

   
   
   .. rubric:: Methods

   .. autosummary::
   
      ~Annoy.__init__
      ~Annoy.aadd_documents
      ~Annoy.aadd_texts
      ~Annoy.add_documents
      ~Annoy.add_texts
      ~Annoy.adelete
      ~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.asimilarity_search_with_score
      ~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

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

   
   


.. example_links:: Annoy