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Articles · Rebeauty Atlas

AI HUM

DR Drona Raj Gyawali

My AI Learning Notes: Breaking Down Transformers, Vector Search, and FaceID

Have you ever wondered how your phone’s FaceID instantly recognizes you, even if you’re wearing glasses, in a dark room, or looking at a…

May 25, 2026 · 6 min read · 0 claps #ai #vector-database #embedding

My AI Learning Notes: Breaking Down Transformers, Vector Search, and FaceID

RA Raghavbirla

Join Two Tables Without Having Keys, Relations, or Similarity

It is a common concern in production databases where multiple tables are not directly connected using primary or foreign keys. However, we…

May 14, 2026 · 2 min read · 0 claps #sql #join #nlp

Join Two Tables Without Having Keys, Relations, or Similarity

AI

LE Leo

What Role Does the Embedding Model Actually Play in a RAG System?

A few months ago, I built a RAG demo to help quickly retrieve recurring questions from our team’s on-call rotations. I went through three…

May 04, 2026 · 6 min read · 0 claps #rags #sbert #embedding

NI Nicola Procopio

Sparse Autoencoders & NLP: Silencing Punctuation Noise in Semantic Representations

In the world of Natural Language Processing, Sparse Encoders (such as SPLADE or models based on Sparse Autoencoders) represent a…

Feb 08, 2026 · 3 min read · 0 claps #sparse-autoencoder #l1-regularization #sentence-transformers

TCH

EK Eka Putra

SBERT vs BERT for Sentence Similarity: Comparison of the two models

Hello Everyone, it’s been a long time since I wrote an article, so in this article I will not discuss the backend using golang (well…

Dec 02, 2025 · 6 min read · 1 claps #nlp #sentence-similarity #bert

SBERT vs BERT for Sentence Similarity: Comparison of the two models

AI

AA Aashiqahamed

Building a Content-Based Product Recommendation System Using SBERT, FAISS, and Streamlit

Recommender systems are central to modern e-commerce platforms. Large-scale product discovery depends on systems that understand item…

Nov 30, 2025 · 4 min read · 0 claps #ai #content-based-recommender #sbert

Building a Content-Based Product Recommendation System Using SBERT, FAISS, and Streamlit

GEN AI

AL alex buzunov · CodeX

The Hidden Power of [CLS]: How SBERT Turned BERT into a Sentence Encoder

BERT knew context; SBERT gave it memory. This is how the [CLS] token became the key to sentence embeddings — a Vibe-d Study Q&A session on…

Oct 17, 2025 · 25 min read · 0 claps paywalled #llm #bert #sbert

The Hidden Power of [CLS]: How SBERT Turned BERT into a Sentence Encoder

AI HUM SCI

RO Robert McMenemy

Neuro-Symbolic Entity Recognition: Integrating Tropical Geometry, Neural Tangent Kernels, SBERT…

Introduction

Aug 20, 2025 · 5 min read · 1 claps paywalled #sbert #nlp #ai

Neuro-Symbolic Entity Recognition: Integrating Tropical Geometry, Neural Tangent Kernels, SBERT…

HUM AI

MU Muhammad Adin Palimbani

TSDAE: An Unsupervised Solution for Real-World Sentence Embedding Challenge

Introduction: The Drawbacks of Existing Methods

Jul 26, 2025 · 5 min read · 1 claps #tsdae #unsupervised-learning #sentence-embedding

AI

CY Cyber Gee

FAISS and Cohere Rerank tools in ML

How reranking models work

Jul 19, 2025 · 0 min read · 0 claps #faiss #rerank #sbert