Remove 10 how-to-use-stacking-to-choose-the-best-possible-algorithm
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Deploying Large NLP Models: Infrastructure Cost Optimization

The MLOps Blog

Such scenarios inevitably lead to stacking new layers of neural connections, making it a large model, moreover, deploying these models will require fast and expensive GPU, which will ultimately add to the infrastructure cost. This is especially true when the model is used for real-time applications, such as chatbots or virtual assistants.

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Boosting RAG-based intelligent document assistants using entity extraction, SQL querying, and agents with Amazon Bedrock

AWS Machine Learning Blog

However, the popular RAG design pattern with semantic search can’t answer all types of questions that are possible on documents. However, the popular RAG design pattern with semantic search can’t answer all types of questions that are possible on documents. This task involves answering analytical reasoning questions.

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