:mod:`langchain.vectorstores.mongodb_atlas`.MongoDBAtlasVectorSearch
===========================================================================

.. currentmodule:: langchain.vectorstores.mongodb_atlas

.. autoclass:: MongoDBAtlasVectorSearch

   
   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~MongoDBAtlasVectorSearch.embeddings
   
   

.. example_links:: MongoDBAtlasVectorSearch