#retrieval-augmented generation
Retrieval-Augmented Generation: 26 AI articles covering retrieval-augmented generation news, analysis, and research
Articles
Simulator-Grounded Large Language Models for Industrial Causal⭐8
Compare three methods for grounding LLMs in a wastewater simulator, achieving up to 99.5% causal QA accuracy and robust cross-plant transfer.
Prompt, Context, Loop: The Three Engineering Layers Every RAG⭐10
Explore the three engineering layers of RAG systems: prompt, context, and loop. Learn how each layer works and why their evolution isn't a simple sequence.
How I Reproduced BM25, Dense Retrieval, and SPLADE on a 16GB MacBook⭐9
I reproduced BM25, dense retrieval & SPLADE on a 16GB MacBook, matching RAG baselines; includes crash fixes & score interpretation.
RAG-Anything Tutorial: Build a Multimodal Retrieval Pipeline for⭐8
Build a multimodal retrieval pipeline in Google Colab with RAG-Anything. Learn to index text, tables, equations, and images for hybrid search and AI-powered rea...
MosaicLeaks: Can Your Research Agent Keep a Secret?⭐9
MosaicLeaks exposes a privacy flaw in AI research agents, allowing attackers to combine harmless queries to reconstruct sensitive data from HR, finance, and hea...
Dr-DCI: Scaling Direct Corpus Interaction via Dynamic Workspace⭐9
Dr-DCI scales direct corpus interaction by dynamically expanding workspaces via retriever-steered actions, achieving 71.2% accuracy in Browsecomp-Plus benchmark...