Search Articles — Sudonull

https://sudonull.com/embeddings-and-text-clustering-how-a-computer-understands-meaning

Find out how GloVe embeddings and the K-Means algorithm allow computers to categorize texts with 99% accuracy. Practical guide for developers.

https://sudonull.com/tape-embeddings-74-on-coco-without-transformers

Training TAPe embeddings on synthetics gives 74% COCO classification. Rejection of transformers, reconstruction results 82%. For CV developers — experiment details and plans.

https://sudonull.com/rag-systems-rerankers-embeddings-llm-accuracy

Study the principles of RAG systems, the role of vector databases, embeddings and rerankers in improving the accuracy of large language model responses. For IT specialists.

https://sudonull.com/telegram-semantic-search-scraping-and-embeddings

Implementation of global semantic search across 800k+ Telegram channels. Scraping Common Crawl, Gemma 3 4B for avatars, ParadeDB. Instructions for developers.

https://sudonull.com/faq-automation-with-ai-vector-search-and-rag

Explore technical methods for automating FAQ responses: embeddings, no-code bots, GenAI with RAG. Instructions for middle/senior dev, implementation examples. Speed up customer service without losses.