class VectorStoreQueryMode(str, Enum): """Vector store query mode.""" DEFAULT = "default" SPARSE = "sparse" HYBRID = "hybrid" TEXT_SEARCH = "text_search" SEMANTIC_HYBRID = "semantic_hybrid" # fit learners SVM = "svm" LOGISTIC_REGRESSION = "logistic_regression" LINEAR_REGRESSION = "linear_regression" # maximum marginal relevance MMR = "mmr"
SimpleVectorStore
it matches using similarity. But it can differ in case of third party vector store.