retrieval-augmented-generation — 2 Technical Articles

Oct 29, 2025 · Artificial Intelligence

How to Build a Robust RAG Evaluation Framework for Finance Q&A

This guide outlines a five‑dimensional evaluation system—accuracy, credibility, latency, scalability, and user experience—providing concrete metrics, code examples, and practical steps to assess Retrieval‑Augmented Generation models in financial insurance question‑answering scenarios.

AIRAGfinance

0 likes · 11 min read

How to Build a Robust RAG Evaluation Framework for Finance Q&A

Architect's Alchemy Furnace

Sep 10, 2025 · Artificial Intelligence

Mastering RAG: Classic Architecture, Challenges, and Evolution Explained

This article outlines the fundamental RAG workflow—from data indexing and querying to advanced modular designs—highlights key challenges such as retrieval accuracy, model robustness, context limits, and performance, and traces the evolution from naive to modular RAG systems.

AI ArchitectureRAGretrieval-augmented-generation

0 likes · 12 min read

Mastering RAG: Classic Architecture, Challenges, and Evolution Explained