Engineering
How to build a Retrieval-Augmented Generation (RAG) system using Llama3, Ollama, DSPy, and Milvus
In this article, we aim to guide readers through constructing an RAG system using four key technologies: Llama3, Ollama, DSPy, and Milvus. First, let’s understand what they are.
VectorDB 101
Vector Library vs Vector Database: Which One is Right for You?
Dive into the differences between these two technologies, their strengths, and their practical applications, providing developers with a comprehensive guide to choosing the right tool for their AI projects.
Engineering
Local Sensitivity Hashing (L.S.H.): A Comprehensive Guide
A technique for tackling the complexities of large, high-dimensional datasets, streamlining the process of similarity search and data retrieval.