:mod:`langchain_community.vectorstores.bageldb`.Bagel
============================================================

.. currentmodule:: langchain_community.vectorstores.bageldb

.. autoclass:: Bagel

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~Bagel.embeddings
   
   

   
   
   .. rubric:: Methods

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

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

   
   


.. example_links:: Bagel