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A Practical Guide to Building RAG Systems: Series Introduction
Latest  Machine Learning

A Practical Guide to Building RAG Systems: Series Introduction

Angela & Kezhan Shi
6 likes
December 31, 2025

Author(s): Angela & Kezhan Shi Originally published on Towards AI. A shared framework behind diverse use cases If you try to build a RAG system, you may face these concrete problems very quickly: Document QA — all images by authorThis article serves …

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Structured Document Comparison: Going Beyond Naive RAG
Artificial Intelligence  Latest  Machine Learning

Structured Document Comparison: Going Beyond Naive RAG

Angela & Kezhan Shi
21 likes
March 27, 2025

Author(s): Angela & Kezhan Shi Originally published on Towards AI. From Precise Extraction to Transparent Justification using Advanced Methods In this article, I will present a tool that automatically extracts and compares answers from multiple documents based on a series of questions. …

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