langchain-milvus: 0.1.5

retrievers

Classes

retrievers.milvus_hybrid_search.MilvusCollectionHybridSearchRetriever	Hybrid search retriever that uses Milvus Collection to retrieve documents based on multiple fields.
retrievers.zilliz_cloud_pipeline_retriever.ZillizCloudPipelineRetriever	Zilliz Cloud Pipeline retriever.

utils

Classes

utils.sparse.BM25SparseEmbedding(corpus[, ...])	Sparse embedding model based on BM25.
utils.sparse.BaseSparseEmbedding()	Interface for Sparse embedding models.

vectorstores

Classes

vectorstores.milvus.Milvus(embedding_function)	Milvus vector store integration.
vectorstores.zilliz.Zilliz(embedding_function)	Zilliz vector store.

Functions

vectorstores.milvus.cosine_similarity(X, Y)	Row-wise cosine similarity between two equal-width matrices.
vectorstores.milvus.maximal_marginal_relevance(...)	Calculate maximal marginal relevance.