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  • Improve Gen AI Search with Vertex AI Embeddings and Task Types | Google Cloud Blog

    Retrieval Augmented Generation (RAG) is a powerful technique for enhancing large language models (LLMs) by grounding them in external knowledge sources. This blog post looks into a common challenge in RAG implementations: achieving high-quality semantic search. We'll explore why traditional similarity search often falls short, and how new "task type" embeddings in Vertex AI offer a streamlined sol

      Improve Gen AI Search with Vertex AI Embeddings and Task Types | Google Cloud Blog
    • COSMO: A large-scale e-commerce common sense knowledge generation and serving system at Amazon

      We are looking for a senior audio applied scientist with experience and expertise in speech and audio signal processing, machine learning, automatic speech recognition, and/or natural language processing to work on state-of-the-art solutions for applications including speech enhancement, voice analytics, and real-time transcription of conversational audio. Amazon Connect is a highly disruptive clo

        COSMO: A large-scale e-commerce common sense knowledge generation and serving system at Amazon
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