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Advanced RAG patterns on Amazon SageMaker

AWS Machine Learning Blog

Solution overview In this post, we demonstrate the use of Mixtral-8x7B Instruct text generation combined with the BGE Large En embedding model to efficiently construct a RAG QnA system on an Amazon SageMaker notebook using the parent document retriever tool and contextual compression technique. We use an ml.t3.medium

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Build a multilingual automatic translation pipeline with Amazon Translate Active Custom Translation

AWS Machine Learning Blog

So far, D2L has been adopted by more than 400 universities around the world, such as the University of Cambridge, Stanford University, the Massachusetts Institute of Technology, Carnegie Mellon University, and Tsinghua University. The following example is extracted from D2L-en book and D2L-zh book.

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Build financial search applications using the Amazon Bedrock Cohere multilingual embedding model

AWS Machine Learning Blog

Rerank provides a fast and straightforward option for improving search results by introducing semantic search technology into a user’s stack with a single line of code. Even if we’re using a term like “data science” instead of “AI,” our model is able to understand what’s being asked and return the most relevant result at the top.

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Spaceship Titanic- A Machine Learning Project-I for Beginners

Towards AI

Photo by SpaceX on Unsplash Spaceship Titanic — A Machine Learning Project It is an innovative venture that combines cutting-edge technology with the boundless possibilities of space exploration. “Exploration in space is the testament to human curiosity reaching for the stars.” Click Here to see the project details.

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Using ChatGPT to Generate Data, 4 Examples

Artificial Corner

" Accenture,Ireland,Consulting,"Accenture is a global professional services company that provides a wide range of consulting, technology, and outsourcing services. " Adobe,United States,Technology,"Adobe is a multinational software company that provides a range of creative and digital marketing software solutions.

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Google Research, 2022 & beyond: Research community engagement

Google Research AI blog

Sharing knowledge is essential to Google’s research philosophy — it accelerates technological progress and expands capabilities community-wide. Top Training the next generation of researchers Part of our responsibility in guiding how technology affects society is to help train the next generation of researchers.

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Narrow AI vs General AI and Super AI: How do they differ?   

How to Learn Machine Learning

The technology of AI has been categorized as narrow ai vs general, and super artificial intelligence. Artificial intelligence (AI) is a technology that imitates human intelligence to carry out various activities. It can be the best at everything, whether it is mathematics, science, medicine, etc.