Automate chatbot for document and data retrieval using Agents and Knowledge Bases for Amazon Bedrock

Favorite Numerous customers face challenges in managing diverse data sources and seek a chatbot solution capable of orchestrating these sources to offer comprehensive answers. This post presents a solution for developing a chatbot capable of answering queries from both documentation and databases, with straightforward deployment. Amazon Bedrock is a fully

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Shared by AWS Machine Learning May 2, 2024

Improving inclusion and accessibility through automated document translation with an open source app using Amazon Translate

Favorite Organizations often offer support in multiple languages, saying “contact us for translations.” However, customers who don’t speak the predominant language often don’t know that translations are available or how to request them. This can lead to poor customer experience and lost business. A better approach is proactively providing information

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Shared by AWS Machine Learning May 2, 2024

Fine-tune and deploy language models with Amazon SageMaker Canvas and Amazon Bedrock

Favorite Imagine harnessing the power of advanced language models to understand and respond to your customers’ inquiries. Amazon Bedrock, a fully managed service providing access to such models, makes this possible. Fine-tuning large language models (LLMs) on domain-specific data supercharges tasks like answering product questions or generating relevant content. In

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Shared by AWS Machine Learning May 2, 2024

Amazon Q Business and Amazon Q in QuickSight empowers employees to be more data-driven and make better, faster decisions using company knowledge

Favorite Today, we announced the General Availability of Amazon Q, the most capable generative AI powered assistant for accelerating software development and leveraging companies’ internal data. “During the preview, early indications signaled Amazon Q could help our customers’ employees become more than 80% more productive at their jobs; and with

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Shared by AWS Machine Learning May 1, 2024

Accelerate software development and leverage your business data with generative AI assistance from Amazon Q

Favorite We believe generative artificial intelligence (AI) has the potential to transform virtually every customer experience. To make this possible, we’re rapidly innovating to provide the most comprehensive set of capabilities across the three layers of the generative AI stack. This includes the bottom layer with infrastructure to train Large

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Shared by AWS Machine Learning May 1, 2024

Build private and secure enterprise generative AI apps with Amazon Q Business and AWS IAM Identity Center

Favorite As of April 30, 2024 Amazon Q Business is generally available. Amazon Q Business is a conversational assistant powered by generative artificial intelligence (AI) that enhances workforce productivity by answering questions and completing tasks based on information in your enterprise systems. Your employees can access enterprise content securely and

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Shared by AWS Machine Learning May 1, 2024

Cohere Command R and R+ are now available in Amazon SageMaker JumpStart

Favorite This blog post is co-written with Pradeep Prabhakaran from Cohere.  Today, we are excited to announce that Cohere Command R and R+ foundation models are available through Amazon SageMaker JumpStart to deploy and run inference. Command R/R+ are the state-of-the-art retrieval augmented generation (RAG)-optimized models designed to tackle enterprise-grade workloads. In

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Shared by AWS Machine Learning April 30, 2024