:mod:`langchain_community.vectorstores.marqo`.Marqo
==========================================================

.. currentmodule:: langchain_community.vectorstores.marqo

.. autoclass:: Marqo

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~Marqo.embeddings
   
   

   
   
   .. rubric:: Methods

   .. autosummary::
   
      ~Marqo.__init__
      ~Marqo.aadd_documents
      ~Marqo.aadd_texts
      ~Marqo.add_documents
      ~Marqo.add_texts
      ~Marqo.adelete
      ~Marqo.afrom_documents
      ~Marqo.afrom_texts
      ~Marqo.amax_marginal_relevance_search
      ~Marqo.amax_marginal_relevance_search_by_vector
      ~Marqo.as_retriever
      ~Marqo.asearch
      ~Marqo.asimilarity_search
      ~Marqo.asimilarity_search_by_vector
      ~Marqo.asimilarity_search_with_relevance_scores
      ~Marqo.asimilarity_search_with_score
      ~Marqo.bulk_similarity_search
      ~Marqo.bulk_similarity_search_with_score
      ~Marqo.delete
      ~Marqo.from_documents
      ~Marqo.from_texts
      ~Marqo.get_indexes
      ~Marqo.get_number_of_documents
      ~Marqo.marqo_bulk_similarity_search
      ~Marqo.marqo_similarity_search
      ~Marqo.max_marginal_relevance_search
      ~Marqo.max_marginal_relevance_search_by_vector
      ~Marqo.search
      ~Marqo.similarity_search
      ~Marqo.similarity_search_by_vector
      ~Marqo.similarity_search_with_relevance_scores
      ~Marqo.similarity_search_with_score

   
   .. automethod:: Marqo.__init__
   .. automethod:: Marqo.aadd_documents
   .. automethod:: Marqo.aadd_texts
   .. automethod:: Marqo.add_documents
   .. automethod:: Marqo.add_texts
   .. automethod:: Marqo.adelete
   .. automethod:: Marqo.afrom_documents
   .. automethod:: Marqo.afrom_texts
   .. automethod:: Marqo.amax_marginal_relevance_search
   .. automethod:: Marqo.amax_marginal_relevance_search_by_vector
   .. automethod:: Marqo.as_retriever
   .. automethod:: Marqo.asearch
   .. automethod:: Marqo.asimilarity_search
   .. automethod:: Marqo.asimilarity_search_by_vector
   .. automethod:: Marqo.asimilarity_search_with_relevance_scores
   .. automethod:: Marqo.asimilarity_search_with_score
   .. automethod:: Marqo.bulk_similarity_search
   .. automethod:: Marqo.bulk_similarity_search_with_score
   .. automethod:: Marqo.delete
   .. automethod:: Marqo.from_documents
   .. automethod:: Marqo.from_texts
   .. automethod:: Marqo.get_indexes
   .. automethod:: Marqo.get_number_of_documents
   .. automethod:: Marqo.marqo_bulk_similarity_search
   .. automethod:: Marqo.marqo_similarity_search
   .. automethod:: Marqo.max_marginal_relevance_search
   .. automethod:: Marqo.max_marginal_relevance_search_by_vector
   .. automethod:: Marqo.search
   .. automethod:: Marqo.similarity_search
   .. automethod:: Marqo.similarity_search_by_vector
   .. automethod:: Marqo.similarity_search_with_relevance_scores
   .. automethod:: Marqo.similarity_search_with_score

   
   


.. example_links:: Marqo