SWIRL Blog

July 22, 2025

Agentic Search—Your Antidote to Tool Chaos

Technology companies love tools. Internal wikis, chat threads, versioned code, scattered docs, ephemeral insights—every system solves a problem, until it becomes one. Then the search begins. Your engineer needs a deployment script. Is it in Notion? Buried in a GitHub gist? Maybe in that shared Drive folder from last quarter? Good luck. Multiply that friction...

May 2, 2024

Instant Deploying of Llama 3 with SWIRL AI Connect

Meta just launched Llama 3, claiming it as the most powerful open-source language model out there. It’s a huge step forward for AI to understand and communicate almost like humans. Llama 3 was trained on some text and code data, so it’s great at handling complex instructions and conversations. This is going to open up...

April 30, 2024

What is a Reader Large Language Model (LLM)?

A Reader Large Language Model (LLM) is an AI designed to understand and analyze text. Unlike LLMs that generate text, Reader LLMs focus on reading and making sense of existing language. They can be used for tasks like: Reader Large Language Models are LLMs with fewer layers than a “generative LLM.” They do not create...

April 29, 2024

What is AI Infrastructure Software?

Bring the AI to the data, not the data to the AI. AI Infrastructure Software is an umbrella term for a software infrastructure that seamlessly integrates AI capabilities while prioritizing security, safety, and access control. It operates as a middle layer between data, AI infrastructure, and large language models (LLMs), ensuring that end-users can harness...

April 26, 2024

Towards A New Approach to Real-Time AI Insights Without Moving Any Data

In the Artificial Intelligence (AI) world, the traditional approach has been to “put the data into the AI.” Like the database model, this method involves inputting data and expecting insights in return. However, in large enterprises with numerous data silos and diverse content types, this approach may not be the most efficient or effective. The...

April 9, 2024

Why Now is the Time for SWIRL AI Connect: Empowering Enterprises with Next-Level AI Infrastructure Software

In today’s rapidly evolving technological landscape, businesses are aggressively turning to Artificial Intelligence (AI) to gain a competitive edge, optimize operations, and innovate at unprecedented speeds. What leading enterprises are telling us is that SWIRL AI Connect is: “The Right Product, at the Right Time, and in the Right Place” This blog post explores why...

February 28, 2024

5 Essential Strategies to Enhance Enterprise Knowledge Management

Knowledge is a powerful asset for any organization. Collecting, organizing, and sharing knowledge can drive innovation, improve decision-making, and boost efficiency. Knowledge management (KM) systematically handles an organization’s knowledge base for optimum benefit. Here are five simple, impactful ways enterprises can elevate their knowledge management strategies: 1. Establish a Centralized Knowledge Repository Knowledge scattered across...

February 28, 2024

How to Use Generative AI in the Enterprise Securely

Generative AI is a rapidly evolving field with the potential to revolutionize how businesses operate. By harnessing the power of machine learning, generative AI models can create entirely new content, from text and code to images and music. This has opened up a world of possibilities for enterprises, from automating tasks and generating creative marketing...

February 27, 2024

Using Vectors without a Vector Database

“You Do Not Need a Vector Database” is the provocative title of a recent blog post (with code) by Dr. Yucheng Low, co-founder of XetHub. In this post, I’ll explain what a vector database is, why Dr. Low says you don’t need one, and provide context to Dr. Low’s answer. Background To make sense of...