The Granite Embedding Multilingual R2 model supports 32K context and 107 languages under an Apache 2.0 license. It outperforms larger models in retrieval quality while staying under 100M parameters. This efficiency allows developers to deploy high-performance multilingual RAG systems on edge hardware. It is a practical win for lightweight, open-source embedding needs.