AWS Machine Learning

JULY 25, 2023

With recent advancements in generative AI , there are lot of discussions happening on how to use generative AI across different industries to solve specific business problems. Generative AI is a type of AI that can create new content and ideas, including conversations, stories, images, videos, and music.

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AWS Machine Learning

MAY 25, 2023

One of the most common applications of generative AI and large language models (LLMs) in an enterprise environment is answering questions based on the enterprise’s knowledge corpus. Amazon Lex provides the framework for building AI based chatbots. Solution overview We use the SageMaker docs as the knowledge corpus for this post.

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AWS Machine Learning

NOVEMBER 21, 2022

Each token gets a predicted named entity tag. Because each text string can be tokenized into one or multiple tokens, we need to duplicate the ground truth named entity tag of the string to all the tokens that are associated to it. The notebook provided walks you through the steps to achieve this.

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AWS Machine Learning

SEPTEMBER 27, 2023

The team is looking for a generative AI question answering solution to quickly get information and proceed with their engineering design. The existing generative AI solutions for question answering are mainly based on Retrieval Augmented Generation (RAG). Return the model output to the user.

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