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Benchmarking Amazon Nova and GPT-4o models with FloTorch

AWS Machine Learning

simple_w_condition Movie In 2016, which movie was distinguished for its visual effects at the oscars? Amazon Bedrock APIs make it straightforward to use Amazon Titan Text Embeddings V2 for embedding data. simple Music Can you tell me how many grammies were won by arlo guthrie until 60th grammy (2017)? get("message", {}).get("content")

Benchmark 112
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Enterprise-grade natural language to SQL generation using LLMs: Balancing accuracy, latency, and scale

AWS Machine Learning

Additionally, if temporary tables or views are used for the data domain, a SQL script is required that, when executed, creates the desired temporary data structures needs to be defined. Depending on the use case, this can be a static or dynamically generated script. A domain-specific user prompt.

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Multilingual customer support translation made easy on Salesforce Service Cloud using Amazon Translate

AWS Machine Learning

AWS and Salesforce have been in a strategic partnership since 2016, and are working together to innovate on behalf of customers. Amazon API Gateway with AWS Lambda integration that converts the input text to the target language using the Amazon Translate SDK. Take note of the API key and the API endpoint created during the deployment.

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Find answers accurately and quickly using Amazon Q Business with the SharePoint Online connector

AWS Machine Learning

SharePoint Server 2016, SharePoint Server 2019, and SharePoint Server Subscription Edition are the active SharePoint Server releases. Any additional mappings need to be set in the user store using the user store APIs. You need a Microsoft Windows instance to run PowerShell scripts and commands with PowerShell 7.4.1+.

Scripts 119
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Geospatial generative AI with Amazon Bedrock and Amazon Location Service

AWS Machine Learning

Amazon Bedrock is a fully managed service that offers an easy-to-use API for accessing foundation models for text, image, and embedding. Amazon Location offers an API for maps, places, and routing with data provided by trusted third parties such as Esri, HERE, Grab, and OpenStreetMap. aws:/root/.aws

APIs 120
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Video auto-dubbing using Amazon Translate, Amazon Bedrock, and Amazon Polly

AWS Machine Learning

We use the custom terminology dictionary to compile frequently used terms within video transcription scripts. She is also the recipient of the Best Paper Award at IEEE NetSoft 2016, IEEE ICC 2011, ONDM 2010, and IEEE GLOBECOM 2005. Here’s an example. She holds 30+ patents and has co-authored 100+ journal/conference papers.

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Financial text generation using a domain-adapted fine-tuned large language model in Amazon SageMaker JumpStart

AWS Machine Learning

We make this possible in a few API calls in the JumpStart Industry SDK. Using the SageMaker API, we downloaded annual reports ( 10-K filings ; see How to Read a 10-K for more information) for a large number of companies. The Companys net income attributable to the Company for the year ended December 31, 2016 was $4,816,000, or $0.28

Finance 96