📚 RAG - Bryce · Scour

Web Retrieval-Aware Chunking (W-RAC) for Efficient and Cost-Effective Retrieval-Augmented Generation Systems 🧠LLMs

arxiv.org·4d

Advanced RAG Retrieval: Cross-Encoders & Reranking 🗄️Vector Databases

towardsdatascience.com·18h

A-RAG: The 3-Tool Retrieval Architecture That Makes Naive RAG Obsolete 🗄️Vector Databases

medium.com·2d

RAG as a Data Leakage Channel: Why Embeddings Don’t Protect You 🧠LLMs

medium.com·17h

RAG in Production: Designing Retrieval Pipelines That Stay Accurate as Your Data Changes 🛢️Databases

medium.com·2d

RAG System Architecture: Components, How To Implement, Challenges, and Best Practices 🛢️Databases

blog.n8n.io·5d

alash3al/loci: Universal Knowledge Store & Grounding Layer for AI Reasoning Engines ⚡AI Inference

github.com·12h·Hacker News

Beyond Vector Search: Building a Deterministic 3-Tiered Graph-RAG System 🗄️Vector Databases

machinelearningmastery.com·1d

I Built a RAG System From Scratch. Here's Everything I Learned. ✍️Prompt Engineering

medium.com·2d

Your RAG App Has a 35% Performance Gap You’ve Never Measured 🛢️Databases

medium.com·6d

How to build an AI-powered private document search app with RAG, ChromaDB, and memory 🧠LLMs

thenewstack.io·1d

I Built RAG From Scratch Without LangChain. Here’s What Frameworks Hide from You. 🧠LLMs

medium.com·6d

RAG retrieves fragments. HPAR retrieves meaning 🗄️Vector Databases

zenodo.org·1d·Hacker News

All-in-One Text, Image, and Video! An Open-Source Framework for Multimodal Knowledge Bases 🧠LLMs

bestblogs.dev·2d

4 Vectorless RAG Approaches — And Why Vector-Based RAG Fails ( A 2026 Guide ) 🗄️Vector Databases

pub.towardsai.net

·6d

Unsupervised document clustering with Elasticsearch + Jina embeddings 🗄️Vector Databases

elastic.co·2d

Building Intelligent Search with Amazon Bedrock and Amazon OpenSearch for hybrid RAG solutions 🛢️Databases

aws.amazon.com·5d

SeDA: Bridging the Gap between Efficient Syntactic and Precise Semantic Search of Similar Passages in Large Text Corpora 🧠LLMs

vldb.org·1d

Silent RAG Failure: The Production Problem Nobody Talks About ✍️Prompt Engineering

medium.com·2d

Do RL on a model with your vector db 🗄️Vector Databases

cgft.io·5d·Hacker News

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