In Part 1 of this series, we explored the intricacies of language models' "Retrieval" aspect, delving into how these models search and pull relevant information from vast data repositories. As we continue our journey into understanding the inner workings of language models, let’s turn our attention to the next crucial stage, "Augmentation and Generation." In this blog post, we will explore the augmentation and generation phase, a process that is integral to the functioning of the RAG pipeline.

Data is growing at an exponential rate, with organizations expected to generate a staggering 181 zettabytes by 2025. This surge is driven by the proliferation of multimedia content, user-generated content, and IoT devices. However, 90% of this data is unstructured, making it challenging for conventional search engines to efficiently index and deliver relevant results. According to IDC, knowledge workers spend about 2.5 hours or 30% of their workday, searching and retrieving information.

In a world where collaboration and efficiency are at the forefront, Egnyte’s partnership with Google Cloud is transforming the way work happens for businesses. We know that many of our customers are also Google Cloud and Workspace customers and that one can simplify procurement cycles and maximize technology investments through Google Cloud. That’s why, starting today, Egnyte is available on Google Cloud Marketplace! Let us break down how this all works.

This month's product updates and enhancements rollup includes Egnyte for MS Teams - Drag and Drop functionality, enhancements to the Document Room Portal, and user management on the Android mobile app. Please visit the articles linked below for more details.

In 2023 alone, there were over 3,200 reported cyberattacks, with over 350 million victims in the United States. That’s not to mention the undetected or failed attacks by these cybercriminals, both external and internal, to get access to sensitive data and customers’ Personal Identifiable Information (PII).

Speaking from experience, reviewing a construction specification might be one of the least fun activities for any construction or design professional. We got into the industry because we are passionate about building cool things, not because we like reading several hundred pages of technical language. And what makes it worse is that only a few bullet points out of the entire document can really impact your scope of work. This is why Egnyte created Smart Spec.