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Best practices to build generative AI applications on AWS

AWS Machine Learning Blog

Generative AI with AWS The emergence of FMs is creating both opportunities and challenges for organizations looking to use these technologies. You can use AWS PrivateLink with Amazon Bedrock to establish private connectivity between your FMs and your VPC without exposing your traffic to the internet. Kojima et al.

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Strengthening cybersecurity in life sciences with IBM and AWS

IBM Journey to AI blog

Cloud is transforming the way life sciences organizations are doing business. Cloud computing offers the potential to redefine and personalize customer relationships, transform and optimize operations, improve governance and transparency, and expand business agility and capability.

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Public cloud vs. private cloud vs. hybrid cloud: What’s the difference?

IBM Journey to AI blog

It’s hard to imagine a business world without cloud computing. There would be no e-commerce, remote work capabilities or the IT infrastructure framework needed to support emerging technologies like generative AI and quantum computing. What is cloud computing?

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How United Airlines built a cost-efficient Optical Character Recognition active learning pipeline

AWS Machine Learning Blog

In this post, we discuss how United Airlines, in collaboration with the Amazon Machine Learning Solutions Lab , build an active learning framework on AWS to automate the processing of passenger documents. “In The following diagram illustrates this architecture. jpg", "textract-ref": "s3://bucket/textract/passport-0.jpg",

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4 Types of EC2 Instances Illustrated

Towards AI

Using ChatGPT to Create AWS Cloudformation & Terraform Templates Haimo Zhang in FAUN — Developer Community ? ChatGPT was launched as a prototype in November 2022 by OpenAI, and quickly got the world attentions for its detailed responses and…·5 min read·Jan 26 594 3 … Read the full blog for free on Medium.

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Simplify access to internal information using Retrieval Augmented Generation and LangChain Agents

AWS Machine Learning Blog

This post takes you through the most common challenges that customers face when searching internal documents, and gives you concrete guidance on how AWS services can be used to create a generative AI conversational bot that makes internal information more useful. The web application front-end is hosted on AWS Amplify.

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Hybrid cloud examples, applications and use cases

IBM Journey to AI blog

To keep pace with the dynamic environment of digitally-driven business, organizations continue to embrace hybrid cloud, which combines and unifies public cloud, private cloud and on-premises infrastructure, while providing orchestration, management and application portability across all three. Google Workforce and Salesforce).