The Evolution of On-Device Embedded AI Last year, Google introduced EmbeddingGemma, providing developers with a lightweight, high-quality text embedding solution that has amassed over 20 million downloads and is widely utilized in on-device search tools and privacy-first Retrieval-Augmented Generation (RAG) pipelines. Today, Google officially unveiled EmbeddingGemma 2, expanding its formidable capabilities beyond text to encompass…

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