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Use RAG for drug discovery with Knowledge Bases for Amazon Bedrock

AWS Machine Learning

The Retrieve and RetrieveAndGenerate APIs allow your applications to directly query the index using a unified and standard syntax without having to learn separate APIs for each different vector database, reducing the need to write custom index queries against your vector store.

APIs 112
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Best practices for building secure applications with Amazon Transcribe

AWS Machine Learning

It uses machine learning–powered automatic speech recognition (ASR), automatic language identification, and post-processing technologies. Both HTTP/2 and WebSockets streaming connections are established over Transport Layer Security (TLS), which is a widely accepted cryptographic protocol. We recommend using TLS 1.2 or later.

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Deploy self-service question answering with the QnABot on AWS solution powered by Amazon Lex with Amazon Kendra and large language models

AWS Machine Learning

To help you get started, we’ve also released a set of sample one-click deployable Lambda functions ( plugins ) to integrate QnABot with your choice of leading LLM providers, including our own Amazon Bedrock service and APIs from third-party providers, Anthropic and AI21. We expect to add more sample plugins over time.

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Generative AI and multi-modal agents in AWS: The key to unlocking new value in financial markets

AWS Machine Learning

The key components of the technical architecture are as follows: Data storage and analytics – The quarterly financial earning recordings as audio files, financial annual reports as PDF files, and S&P stock data as CSV files are hosted on Amazon Simple Storage Service (Amazon S3). Data exploration on stock data is done using Athena.

Marketing 100
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VoIP phone systems for healthcare: A key to better patient experience

JustCall

Technology is making several healthcare processes straightforward and efficient and has significantly improved patient experiences. How does VoIP Analytics & Reporting help healthcare? But with medical practitioners being busier than ever, how can healthcare institutions ensure great patient experiences from beginning to end?

voip 52
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Supercharge your AI team with Amazon SageMaker Studio: A comprehensive view of Deutsche Bahn’s AI platform transformation

AWS Machine Learning

Deutsche Bahn is a leading transportation organization in Germany with a revenue of 56.3 They offer a wide range of services, including public and regional transport, freight services, and rail infrastructure. Deutsche Bahn has been at the forefront in adopting AI, using SageMaker Studio as a key AI platform.

APIs 98
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Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

AWS Machine Learning

As your organization advances its use of emerging technologies such as generative AI and LLMs, overall organizational resiliency should be considered as a cornerstone of a layered defensive strategy to protect assets and lines of business from unintended consequences.