Medical content creation in the age of generative AI

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The use cases can range from medical information extraction and clinical notes summarization to marketing content generation and medical-legal review automation (MLR process)... In this post, we explore how LLMs can be used to design marketing content for disease awareness... Marketing content is a key component in the communication strategy of HCLS companies...  It’s also a highly non-trivia...

Introducing guardrails in Knowledge Bases for Amazon Bedrock

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Solution overview Knowledge Bases for Amazon Bedrock allows you to configure your RAG applications to query your knowledge base using the RetrieveAndGenerate API, generating responses from the retrieved information... By default, knowledge bases allow your RAG applications to query the entire vector database, accessing all records and retrieving relevant results... Integrating guardrails with ...

Markets Continue To Expect Rate Cuts After Fed Chair’s Comments

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“We’ve made quite a bit of progress and in bringing inflation back down to our target,” Powell advised at a central banking forum in Portugal... “The last [inflation] reading and the one before it to a lesser extent, suggest that we are getting back on the disinflationary path... We want to be more confident that inflation is moving sustainably down toward 2% before we start the process ...

Macro Briefing: 3 July 2024

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* Fed Chair cites ‘progress’ on inflation but more confidence needed before cutting * New US vehicle sales barely rose in the second quarter * China services activity growth eases to 8-month low in June * Eurozone production activity in June falls at fastest rate in 2024 to date * US job openings unexpectedly rose in May:A new measure of the US economy, powered by AI-based analytics, reflec...

Accelerated PyTorch inference with torch.compile on AWS Graviton processors

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0 introduced torch... In contrast to eager mode, the torch... AWS optimized the PyTorch torch...1, the optimizations are available in torch Python wheels and AWS Graviton PyTorch deep learning container (DLC)... In this blog post, we show how we optimized torch... Why torch... Whereas in torch compile mode, operators are first synthesized into a graph, wherein one operator is merged with anoth...

Access control for vector stores using metadata filtering with Knowledge Bases for Amazon Bedrock

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With metadata filtering now available in Knowledge Bases for Amazon Bedrock, you can define and use metadata fields to filter the source data used for retrieving relevant context during RAG... For example, if your data contains documents from different products, departments, or time periods, you can use metadata filtering to limit retrieval to only the most relevant subset of data for a given qu...