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 versus Vector Database
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
Local Sensitivity Hashing (LSH) is a pivotal technique for tackling the complexities of large, high-dimensional datasets, streamlining the process of similarity search and data retrieval.