There are two big “types” of LLM Apps out there right now. First, “retrieval augmented generation” or RAG. Second, AI Agents. It turns out that you can use AI Agents to perform RAG. This tutorial shows you how. I did not come up with this example, I’m simply explaining how it works. I’ve also uploadedContinue reading “How to do RAG with an AI Agent built on LlamaIndex”
Category Archives: Uncategorized
A Simple Introduction to Zero Trust Networks
The biggest security breaches in history have cost companies billions of dollars. Most recently, in 2022, a security breach at T-Mobile cost them $350M in customer payouts alone. Security issues are some of the most pressing concerns in today’s ever evolving software world. While security can be implemented in many ways, some are better thanContinue reading “A Simple Introduction to Zero Trust Networks”
The PyTorch CNN Beginners Guide
Convolutional Neural Networks are often used for classifying images. Let’s build a PyTorch CNN targeted at classifying the Fashion MNIST image dataset.
What is an Encoder Decoder Model?
I recently had someone ask me what an encoder decoder model was and how an encoder decoder Long-Short Term Memory (LSTM) model is different from a regular (or stacked) LSTM. I’ve worked with many different kinds of RNNs, including LSTMs, and we’ve explored them on this blog. However, encoder decoder models are different from regularContinue reading “What is an Encoder Decoder Model?”