:mod:`langchain_community.vectorstores.redis.base`.Redis
===============================================================

.. currentmodule:: langchain_community.vectorstores.redis.base

.. autoclass:: Redis

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~Redis.DEFAULT_VECTOR_SCHEMA
      ~Redis.embeddings
      ~Redis.schema
   
   

   
   
   .. rubric:: Methods

   .. autosummary::
   
      ~Redis.__init__
      ~Redis.aadd_documents
      ~Redis.aadd_texts
      ~Redis.add_documents
      ~Redis.add_texts
      ~Redis.adelete
      ~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.asimilarity_search_with_score
      ~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
      ~Redis.write_schema

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

   
   


.. example_links:: Redis