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

AWS Machine Learning Blog

Each paragraph focuses on the same topic. Using the ConversationalRetrievalChain tool, which further adds memory of chat history to the QA solution. We first deploy an embedding model GPT-J 6B provided by Amazon SageMaker JumpStart and the language model Falcon-40B Instruct from Hugging Face to prepare for the solution.