:mod:`langchain.vectorstores.redis`.Redis
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.. currentmodule:: langchain.vectorstores.redis

.. autoclass:: Redis

   
   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~Redis.embeddings
   
   

.. example_links:: Redis