EmbeddingModels

Embedding models for you to embed unstrucctured data into vector embeddings.

BGEM3EmbeddingFunction [READ MORE]

BGEM3EmbeddingFunction is a class in pymilvus that handles encoding text into embeddings using the BGE M3 model to support embedding retrieval in Milvus.

BM25EmbeddingFunction [READ MORE]

BM25EmbeddingFunction is a class in pymilvus that handles encoding text into embeddings using the BM25 model to support embedding retrieval in Milvus.

CohereEmbeddingFunction [READ MORE]

CohereEmbeddingFunction is a class in pymilvus that handles encoding text into embeddings using Cohere embedding models to support embedding retrieval in Milvus.

JinaEmbeddingFunction [READ MORE]

JinaEmbeddingFunction is a class in pymilvus that handles encoding text into embeddings using Jina AI embedding models to support embedding retrieval in Milvus.

OpenAIEmbeddingFunction [READ MORE]

OpenAIEmbeddingFunction is a class in pymilvus that handles encoding text into embeddings using OpenAI models to support embedding retrieval in Milvus.

SentenceTransformerEmbeddingFunction [READ MORE]

SentenceTransformerEmbeddingFunction is a class in pymilvus that handles encoding text into embeddings using Sentence Transformer models to support embedding retrieval in Milvus.

SpladeEmbeddingFunction [READ MORE]

SpladeEmbeddingFunction is a class in pymilvus that handles encoding text into embeddings using SPLADE models to support embedding retrieval in Milvus.

VoyageEmbeddingFunction [READ MORE]

VoyageEmbeddingFunction is a class in pymilvus that handles encoding text into embeddings using Voyage models to support embedding retrieval in Milvus.