#Week 0 — Introduction & Vision
Feb 13 · 4 min read · Why I’m Building a Web Search Engine While Studying Information Retrieval I’m currently in Semester 6, and one of the subjects in my curriculum is Information Retrieval (IR). At first, I thought it would be just another theoretical course — definitio...
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AI Shopping Visibility Tools: How Platforms Approach Product Discovery
Dec 30, 2025 · 6 min read · Introduction: What Are AI Shopping Visibility Tools and Why They Exist AI shopping visibility tools represent a category of platforms and services designed to help ecommerce businesses make their product catalogs more interpretable by artificial inte...
Join discussionSynthetic Data Generation With Large Language Models For Personalized Community Question Answering
Nov 24, 2024 · 4 min read · Introduction Businesses are constantly reaching for technologies that can streamline processes, save time, and drive revenue. Artificial Intelligence (AI) is becoming a staple in these efforts, and the field is ever-expanding with innovative approach...
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RAPTOR: Tree-based Retrieval for Language Models
Oct 16, 2024 · 2 min read · What is it? RAPTOR (Recursive Abstractive Processing for Tree-Organized Retrieval) is a new technique for improving retrieval-augmented language models, particularly for long documents: https://arxiv.org/html/2401.18059v1 Problems addressed Most exis...
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UDA - Unstructured Document Analysis
Jun 24, 2024 · 4 min read · UDA: A Benchmark Suite for Retrieval-Augmented Generation in Real-world Document Analysis Introduction In recent years, the use of Retrieval-Augmented Generation (RAG) has significantly enhanced the capabilities of Large Language Models (LLMs), enabl...
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