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Technical How-to

Optimize your Amazon Titan Image Generator G1 model through the customization provided by Amazon Bedrock.

Amazon has introduced the Titan Image Generator G1, a cutting-edge text-to-image model available through Amazon Bedrock. This model can interpret prompts describing multiple objects within different contexts and reflects these details in the images generated. It also provides advanced image editing options such as smart cropping, in-painting, and background changes. Currently, the service is available…

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Offer real-time support to your chatbot users using Amazon Lex and Talkdesk’s cloud-based contact center.

Amazon Lex enables advanced conversational artificial intelligence (AI) capabilities to allow self-service support in an organization's contact center. With Amazon Lex, customers can interact through phone calls, websites, and messaging platforms. The bots integrated with Amazon Lex can answer frequently asked questions (FAQs), provide self-service experiences or screen customer requests before transferring them to a…

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Construct a processing pipeline for receipts and invoices using Amazon Textract.

In an attempt to optimize financial processes and bring cost efficiency, modern-day businesses are exploring ways to improve areas like accounts payable. The process, which includes steps like receiving and scanning invoices, data extraction, validation, approval, and archival, has its own set of challenges, particularly in data extraction. Traditional methods of data extraction involving human…

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Top guidelines for developing secure applications using Amazon Transcribe

Amazon Transcribe is an Amazon Web Services (AWS) tool that converts speech to text using machine learning technologies. It can be used for a wide range of applications such as transcribing customer care calls, voicemail messages, and generating subtitles for videos. Some customers may entrust sensitive and confidential data with the service, such as personal…

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Improve the efficiency of code review and authorization using generative AI through Amazon Bedrock.

In the software development world, code review and approval are vital steps for ensuring software quality, functionality, and security. However, managers often face challenges with these processes, including lack of technical expertise, time constraints, high volumes of change requests, manual effort requirements, and necessary documentation. Generative artificial intelligence (AI) combined with AWS deployment tools and…

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The progression of PGA TOUR’s AI-powered virtual assistant, from initial idea through the development process to the finished prototype.

Artificial intelligence (AI) experts from Amazon and the PGA Tour have developed a prototype virtual assistant that uses large language models (LLMs) and the Retrieval-Augmented-Generation (RAG) framework to provide real-time, interactive data and information to fans. This post summarises a project that involved the AWS Generative AI Innovation Center, AWS Professional Services and the PGA…

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Establish cross-account Amazon S3 accessibility for Amazon SageMaker notebooks functioning solely in VPC mode with the use of Amazon S3 Access Points.

Artificial intelligence (AI) and machine learning (ML) advancements are transforming the financial industry, enabling new use cases such as fraud detection and creditworthiness assessment. Access to large, disparate datasets, such as credit decision engines and customer transactions, is required for model development. The challenge is managing secure and compliant data access for data scientists working…

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