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.
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.
GeminiEmbeddingFunction [READ MORE]
Model2VecEmbeddingFunction is a class in pymilvus that handles encoding text into embeddings using the GeminiEmbeddingFunction module to support embedding retrieval in Milvus.
InstructorEmbeddingFunction [READ MORE]
InstructorEmbeddingFunction is a class in pymilvus that handles encoding text into embeddings using the Instructor embedding model 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.
MGTEEmbeddingFunction [READ MORE]
MGTEEmbeddingFunction is a class in pymilvus that handles encoding text into embeddings using MGTE embedding models to support embedding retrieval in Milvus.
MistralAIEmbeddingFunction [READ MORE]
MistralAIEmbeddingFunction is a class in pymilvus that handles encoding text into embeddings using Mistral AI embedding models to support embedding retrieval in Milvus.
Model2VecEmbeddingFunction [READ MORE]
Model2VecEmbeddingFunction is a class in pymilvus that handles encoding text into embeddings using the model2vec module to support embedding retrieval in Milvus.
NomicEmbeddingFunction [READ MORE]
NomicEmbeddingFunction is a class in pymilvus that handles encoding text into embeddings using Nomic embedding models to support embedding retrieval in Milvus.
OnnxEmbeddingFunction [READ MORE]
OnnxEmbeddingFunction is a class in pymilvus that handles encoding text into embeddings using Open Neural Network Exchange (ONNX) 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.