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AWS Step Functions

Customizing models in Amazon Bedrock through automation using AWS Step Functions workflow.

Amazon Web Services (AWS) recently introduced support for customizing models in Amazon Bedrock, a fully managed service for AI applications. The key role of Amazon Bedrock is to provide high-performing foundation language models from leading AI firms like Cohere and Meta. It aids businesses in using their proprietary data to pre-train their models according to…

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Create your personal calendar assistant capable of multiple languages using Amazon Bedrock and AWS Step Functions.

Foreigners and expatriates residing outside their home countries are frequently confronted with language barriers while trying to decipher emails and set reminders for various events such as business meetings, customer gatherings, and more. Amazon has developed a way to eradicate these language barriers by creating a fully automated, multilingual calendar Artificial Intelligence (AI) assistant utilizing…

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Develop a programmed framework to extract insights from customer feedback assessment using Amazon Bedrock and Amazon QuickSight.

Customer feedback analysis can provide crucial insights for a business, but manually analyzing and categorizing these large volumes of unstructured data is a time-consuming task that is prone to inconsistencies and subjectivity. The process can be streamlined through the use of large language models (LLMs), comprehensive machine learning models that can interpret, generate, and analyze…

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Creating workflows for Generative AI prompt chaining with human involvement.

Generative AI is a type of artificial intelligence that utilizes machine learning models and large amounts of data to create new content such as conversations, images, videos, and music. Generative AI works through foundation models (FMs), large pre-trained models capable of performing a variety of tasks based on input prompts. Large Language Models (LLMs), a class…

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Utilize Amazon Bedrock and AWS Step Functions to facilitate the automation of altering image backgrounds.

Many customers in sectors such as creative advertising, media and entertainment, ecommerce, and fashion often need to change the background in a large number of images, which usually involves a time-consuming manual editing process for each image. Amazon Bedrock, in conjunction with AWS Step Functions, makes it easy to automate the process of changing backgrounds…

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