How to Read and Display Videos Using OpenCV

Digital videos are close relatives of digital images because they are, indeed, made up of many digital images that are sequentially displayed in rapid succession to create the effect of moving visual data.  The OpenCV library provides several methods to work with videos, such as reading video data from different sources as well as accessing …

Enterprise-managed IAM: An SRE team case study

Enterprise-managed identity and access management (IAM) enables cloud administrators to centrally configure access and security settings for the entire organization. To learn about the basics, see “How enterprise-managed IAM works.” The case study in this blog post shows how to easily and securely implement and manage a site reliability engineering (SRE) team’s access across an …

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Intelligent document processing with Amazon Textract, Amazon Bedrock, and LangChain

In today’s information age, the vast volumes of data housed in countless documents present both a challenge and an opportunity for businesses. Traditional document processing methods often fall short in efficiency and accuracy, leaving room for innovation, cost-efficiency, and optimizations. Document processing has witnessed significant advancements with the advent of Intelligent Document Processing (IDP). With …

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How Orby AI leverages Document AI to enable organizations to automate document-centric processes

Organizations are inundated with an overwhelming volume of documents that need to be processed, validated, and organized. Orby AI, powered by Document AI, helps customers automate document-centric repetitive tasks like contract processing, email processing, and invoice validation. Using Document AI’s pre-trained models — known as processors — as an important foundational layer, Orby AI learns …

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Mastering Knowledge Bases: The Key to Transformative Chatbots

So recently, we have been experimenting with knowledge bases, and how information is structured is vital. In some sense, it directly relates to the context and overall meaning. It also makes it easier for LLMs to answer questions accurately and reduces hallucination. And so we created a few experiments, that you can play with and test …

3 keys to building a robust hybrid cloud risk strategy

Hybrid cloud has become the new normal for enterprises in nearly all industries. Many enterprises have also deployed a hybrid multicloud environment that’s reliant on an ecosystem of different cloud service providers. 71% of executives think it’s difficult to realize the full potential of a digital transformation without having a solid hybrid cloud strategy in …