Обзор

8 technologies shown

• OpenAI Text Embedding 3 model Hosted embedding models with configurable output dimensions.
• Cohere Embed model Hosted multilingual embedding model with separate query and document modes.
• BGE model Embedding model family that ranks well on retrieval benchmarks.
• GTE model Embedding model family from Alibaba, trained for retrieval and ranking.
• E5 model Text embedding model family trained on weakly supervised pairs.
• Jina Embeddings model Embedding models designed around long inputs and multilingual coverage.
• Nomic Embed model Open embedding model with an auditable training set and long context.
• Instructor model Embedding model that takes a task instruction alongside the text.