#ai

Articles tagged with #ai

Probabilistic Data Structures Part 1
Introduction Today is all about probabilistic data structures, probabilistic data structures are data structures that use randomization and approximation to achieve efficient storage and processing of large-scale data. These structures typically trad...
Mar 21, 20257 min read173
Software Architecture - The Hard Parts [Chapter 10] Distributed Data Access
Introduction In this chapter we’re going to be diving into the different ways services can read data they do not own, in monolithic systems using a single database, developers don’t give a second thought to reading database tables but when data is br...
Nov 10, 20245 min read85
Using Vector Databases for Retrieval Augmented Generation
Introduction Hello everyone! Continuing our vector database exploration (make sure you read the last part linked here it's pretty cool 😮‍💨), today we're going to be expanding the LLM's knowledge base using retrieval augmented generation. What we'll...
Feb 17, 20244 min read142
Building a Semantic Search CLI with Vector Databases, OpenAI, and Go
Introduction Hello everyone! In this article I'm going to be building a CLI that enables you to: Add new article headlines Search for headlines related to a certain subject (semantic search) We'll be using OpenAI's API, A free vector database & w...
Feb 2, 20249 min read879

#ai - Hewi's Blog