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Advanced RAG patterns on Amazon SageMaker

AWS Machine Learning

These generative AI applications are not only used to automate existing business processes, but also have the ability to transform the experience for customers using these applications. The following diagram illustrates the architecture of this solution. We walk through constructing a RAG pipeline on SageMaker with Mixtral-8x7B.

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Intelligent video and audio Q&A with multilingual support using LLMs on Amazon SageMaker

AWS Machine Learning

Generative AI, particularly in the realm of natural language processing and understanding (NLP and NLU), has revolutionized the way we comprehend and analyze text, enabling us to gain deeper insights efficiently and at scale. For a detailed implementation, refer to the GitHub repo.