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Benchmarking Amazon Nova and GPT-4o models with FloTorch

AWS Machine Learning

Five domains in CRAG dataset are Finance, Sports, Music, Movie, and Open (miscellaneous). simple Finance Did meta have any mergers or acquisitions in 2022? Amazon Bedrock APIs make it straightforward to use Amazon Titan Text Embeddings V2 for embedding data. simple_w_condition Open Can i make cookies in an air fryer?

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Generative AI operating models in enterprise organizations with Amazon Bedrock

AWS Machine Learning

Large organizations often have many business units with multiple lines of business (LOBs), with a central governing entity, and typically use AWS Organizations with an Amazon Web Services (AWS) multi-account strategy. LOBs have autonomy over their AI workflows, models, and data within their respective AWS accounts.

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Reducing hallucinations in LLM agents with a verified semantic cache using Amazon Bedrock Knowledge Bases

AWS Machine Learning

For organizations deploying LLMs in production applicationsparticularly in critical domains such as healthcare, finance, or legal servicesthese residual hallucinations pose serious risks, potentially leading to misinformation, liability issues, and loss of user trust. User submits a question When is re:Invent happening this year?,

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Knowledge Bases for Amazon Bedrock now supports hybrid search

AWS Machine Learning

Use hybrid search and semantic search options via SDK When you call the Retrieve API, Knowledge Bases for Amazon Bedrock selects the right search strategy for you to give you most relevant results. You have the option to override it to use either hybrid or semantic search in the API. billion, $6.1 billion, and $5.9 billion, $6.1

APIs 134
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Accelerate AWS Well-Architected reviews with Generative AI

AWS Machine Learning

Data privacy and network security With Amazon Bedrock, you are in control of your data, and all your inputs and customizations remain private to your AWS account. Your data remains in the AWS Region where the API call is processed. It is highly recommended that you use a separate AWS account and setup AWS Budget to monitor the costs.

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Digital Trends and Technologies Transforming CX in Banking and Finance

Tenfold - Contact Center Blog

The taste of this new class of customers clashes with the traditional mode of service that dominates the finance sector. They have no attachment to legacy systems that banks and finance companies have been holding onto for years, despite the wave of new technologies in business and communications. It’s actually self-service.

Finance 64
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Build private and secure enterprise generative AI applications with Amazon Q Business using IAM Federation

AWS Machine Learning

AWS recommends using AWS Identity Center if you have a large number of users in order to achieve a seamless user access management experience for multiple Amazon Q Business applications across many AWS accounts in AWS Organizations. This SAML or OIDC IAM identity provider is required for you to create an Amazon Q Business application.