📚 RAG - jinkai_lau · Scour

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

arxiv.org·2d

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

blog.n8n.io·4d

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

medium.com·4h

I Built a RAG System From Scratch. Here's Everything I Learned. 🧠LLMs

medium.com·13h

RAG in Production: Designing Retrieval Pipelines That Stay Accurate as Your Data Changes 🧠LLMs

medium.com·3h

Grounding Your LLM: A Practical Guide to RAG for Enterprise Knowledge Bases 🧠LLMs

towardsdatascience.com·2d

chessstetson/rechunk: interactive rechunking for augmented indexing 🗄️Vector Databases

github.com·19h·Hacker News

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

medium.com·4d

Implementing a RAG system: Run 🤖AI Engineering

medium.com·2d

An experiment replacing grep with semantic search inside coding agents 🗄️Vector Databases

medium.com·2d

Semantic Search Without Embeddings 🗄️Vector Databases

softwaredoug.com

·6d·Hacker News

Context Engineering, Not Retrieval: Why Your Agentic RAG Fails in Production 🧠LLMs

pub.towardsai.net

·1d

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

medium.com·4d

Recursive Language Models - A Systematic Approach to Large-Scale Document Analysis – Part I. 🧠LLMs

constitutionaldiscourse.com·3d

Finetuning Activates Verbatim Recall of Copyrighted Books in Large Language Models 🧠LLMs

bespacific.com·4d

We replaced RAG with a virtual filesystem for our AI documentation assistant ✍️Prompt Engineering

news.ycombinator.com·6d·Hacker News

Karpathy's knowledge base matches our Grep-is-All-You-Need paper 🧠LLMs

localkin.dev·5d·Hacker News

Understanding NLP Token Classification Tasks: NER, POS Tagging & Chunking 🧠LLMs

medium.com

·5d

How Machines Understand Words: NER, POS Tagging & Chunking 🧠Language Models

medium.com·4d

🧠 Bidirectional Encoder Representations from Transformers (BERT) 🧠Language Models

medium.com·5d

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