:mod:`langchain_community.vectorstores.milvus`.Milvus
============================================================

.. currentmodule:: langchain_community.vectorstores.milvus

.. autoclass:: Milvus

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~Milvus.embeddings
   
   

   
   
   .. rubric:: Methods

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

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

   
   


.. example_links:: Milvus