Set up a custom plugin on Amazon Q Business and authenticate with Amazon Cognito to interact with backend systems

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Amazon Q Business plays an important role in making this happen... Amazon Q Business enables organizations to quickly and effortlessly analyze their data, uncover insights, and make data-driven decisions... With its intuitive interface and seamless integration with other AWS services, Amazon Q Business empowers businesses of different sizes to transform their data into actionable intelligence and...

Detect hallucinations for RAG-based systems

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However, where additional context is available, such as in RAG-based applications, new techniques can be introduced to better mitigate the hallucination problem... question context answer What are cocktails? Cocktails are alcoholic mixed… Cocktails are alcoholic mixed… What are cocktails? Cocktails are alcoholic mixed… They have d...

AWS machine learning supports Scuderia Ferrari HP pit stop analysis

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Challenges with pit stop performance analysis Historically, analyzing pit stop performance has required track operations engineers to painstakingly review hours of footage from cameras placed at the front and the rear of the pit, then correlate the video to the car’s telemetry data... For a typical race weekend, engineers receive an average of 22 videos for 11 pit stops (per driver), amountin...

Research Review | 16 May 2025 | Asset Allocation

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October 2024 Low-volatility has become a mainstream investment style over the past two decades, recognized for delivering high risk-adjusted returns... April 2025 We diversify an investment portfolio across macroeconomic factors that are mimicked by investable asset classes and style factors... A Black-Litterman framework is used to thus improve upon a diversified macro factor allocation and to f...

Macro Briefing: 16 May 2025

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US retail sales slowed to a fractional gain April, rising 0... Core sales, which excludes several volatile categories and factors into the gross domestic product (GDP) reading for the quarter, fell 0...”US industrial production was unchanged in April, with the manufacturing component falling 0...9% drop in the production of motor vehicles and parts... “[The] outlook for industrial productio...

New Amazon EC2 P6-B200 instances powered by NVIDIA Blackwell GPUs to accelerate AI innovations

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Today, we’re announcing the general availability of Amazon Elastic Compute Cloud (Amazon EC2) P6-B200 instances powered by NVIDIA B200 to address customer needs for high performance and scalability in artificial intelligence (AI), machine learning (ML), and high performance computing (HPC) applications... Amazon EC2 P6-B200 instances accelerate a broad range of GPU-enabled workloads but are esp...

How Apoidea Group enhances visual information extraction from banking documents with multimodal models using LLaMA-Factory on Amazon SageMaker HyperPod

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Their flagship product, SuperAcc, is a sophisticated document processing service featuring a set of proprietary document understanding models capable of processing diverse document types such as bank statements, financial statements, and KYC documents... By automating repetitive tasks, SuperAcc enhances both operational efficiency and accuracy, using Apoidea’s self-trained machine learning (ML)...