Andrew KornilovDissecting the Process of Running Hugginface models Locally (including LLMs)Introduction to the problemOct 4Oct 4
Andrew KornilovTo upscale, or not to upscale, that is the question…So, our data has outgrown the memory capacity of our Qdrant cluster. Do we have options besides increasing the bill?Jul 10Jul 10
Andrew KornilovHow large is large? How small is small?In my previous article, I explored how to train a multiclass classifier using OpenAI embeddings as features. The focus was on…Jun 1Jun 1
Andrew KornilovWho the hell put this product here?Let’s dive deeper into the fascinating world of the Amazon ESCI dataset. This round, we’ll try to build a classifier that accurately…Apr 12Apr 12
Andrew KornilovHow to slugify two quick brown foxes using ElasticseachSo, in one of my projects, from any human-readable string, I have to create its representation according to the URL slug rules.Dec 11, 2023Dec 11, 2023
Andrew KornilovHold my beer. Challenge accepted…Recently we had an interesting discussion on relevancy.slack.comSep 20, 20231Sep 20, 20231
Andrew KornilovPlaying with Amazon’s Shopping Queries Dataset. Part IRecently Amazon published an awesome Shopping Queries Dataset and someone extended it with Extra product metadata. So, I decided to play…Jun 8, 2023Jun 8, 2023
Andrew KornilovHow to monitor cronjobs scheduling and executionIn every complex application, there is always a need for the functionality intended to be executed by schedule. It can be implemented in…Jan 5, 2023Jan 5, 2023
