:mod:`langchain.vectorstores.base`.VectorStore
=====================================================

.. currentmodule:: langchain.vectorstores.base

.. autoclass:: VectorStore

   
   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~VectorStore.embeddings
   
   

.. example_links:: VectorStore