Getting Started With Embeddings

New and improved embedding model

We are excited to announce a new embedding model which is significantly more capable, cost effective, and simpler to use.

New embedding models and API updates

🪆 Introduction to Matryoshka Embedding Models

Welcome EmbeddingGemma, Google's new efficient embedding model

Train 400x faster Static Embedding Models with Sentence Transformers

Text and code embeddings by contrastive pre-training

Codestral Embed

Build a Domain-Specific Embedding Model in Under a Day

Multi-Vector (Late Interaction) Embedding Models with Sentence Transformers

Training and Finetuning Embedding Models with Sentence Transformers

Train a Sentence Embedding Model with 1B Training Pairs

CPU Optimized Embeddings with 🤗 Optimum Intel and fastRAG