5 RAG Vector Database Traps and How to Avoid Them
Building RAG applications with a vector database can improve accuracy and reduce hallucinations, but its not always as easy as it sounds.
Chris Latimer
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Retrieval Augmented Generation: The Easy Path To AI Relevancy
Retrieval augmented generation (RAG) is the key to more accurate LLM-powered applications. In this guide, we show you how its done.
Chris Latimer
The Ultimate Guide To Vector Database Success In AI
Vector databases are redefining AIs future. Explore the techniques for optimizing performance and achieving seamless data integration.
Chris Latimer
How to Make the Most of Prompt Engineering
Introduction to Prompts At the heart of interacting with an LLM is the concept of a prompt. A prompt is a question or instruction provided by the user...
Chris Latimer
Introduction to Unstructured Data
Unstructured data is a term used to describe any data that lacks a predefined data model or organization. Unlike structured data, which is organized i...
Chris Latimer
Evaluating the ideal chunk size for a rag system
Discover how the ideal chunk size in RAG systems can make or break your AIs ability to generate informed responses.
Chris Latimer
RAG is Dead! Long Live RAG!
Is RAG dead? Did Google just kill it? Here we look at what a 1M token context window means for RAG.
Chris Bartholomew
OpenAI text-embedding-3 Embedding Models: First Look
OpenAI just released its most advanced embedding model. But is it actually better than Ada v2 and worth the high price?
Chris Latimer
CTO’s Survival Guide for Generative AI
Your board and senior leadership can feel the winds shifting, like animals in the wilderness they detect a scent that communicates both danger and opp...
Chris Latimer
Introduction to Generative AI
While conversational AIs like ChatGPT engage us in dialogue, chat-based LLMs are just scratching the surface of what generative AI (GAI) can do. The s...
Chris Latimer
LLMs vs Transformers
One question many people have as they are learning more about generative AI technologies is the difference between transformers and LLMs. The simplest...
Chris Latimer
What is a transformer in gen AI?
Have you ever used ChatGPT or Google Bard and wondered how machines can understand and generate human language? The key enabling technology is a type ...
Chris Latimer