DEV Community

# rag

Retrieval augmented generation, or RAG, is an architectural approach that can improve the efficacy of large language model (LLM) applications by leveraging custom data.

Posts

👋 Sign in for the ability to sort posts by relevant, latest, or top.
Improving RAG Retrieval Quality: A Cost-Benefit Analysis

Improving RAG Retrieval Quality: A Cost-Benefit Analysis

1
Comments
9 min read
RAG Series (16): Graph RAG — Using Knowledge Graphs to Solve Multi-Hop Reasoning

RAG Series (16): Graph RAG — Using Knowledge Graphs to Solve Multi-Hop Reasoning

Comments
7 min read
Knowledge Base Software for B2B Support: Architecture, API Design, and AI Readiness

Knowledge Base Software for B2B Support: Architecture, API Design, and AI Readiness

Comments
13 min read
Your RAG Pipeline Is Bleeding Money. Here's How We Fixed It.

Your RAG Pipeline Is Bleeding Money. Here's How We Fixed It.

Comments
4 min read
What is Agent Memory and why does it matter?

What is Agent Memory and why does it matter?

Comments
7 min read
LLM Engineering: Architecting Agentic RAG and Conversational BI

LLM Engineering: Architecting Agentic RAG and Conversational BI

Comments
3 min read
I Built My First AI Infrastructure Package for Python — Introducing NeuroMesh AI 🚀

I Built My First AI Infrastructure Package for Python — Introducing NeuroMesh AI 🚀

Comments
3 min read
Your RAG Pipeline Is Lying to You

Your RAG Pipeline Is Lying to You

Comments
16 min read
RAG - Sliding Window, Token Based Chunking and PDF Chunking Packages

RAG - Sliding Window, Token Based Chunking and PDF Chunking Packages

Comments
3 min read
Why “Just Prompting” Fails on Private Data: A RAG Post‑Mortem

Why “Just Prompting” Fails on Private Data: A RAG Post‑Mortem

1
Comments
5 min read
Build a Real-Time Voice RAG Agent for Your Documentation

Build a Real-Time Voice RAG Agent for Your Documentation

Comments
9 min read
AI's Silent Mistakes: Hours Lost in My Side Project

AI's Silent Mistakes: Hours Lost in My Side Project

Comments
7 min read
The End of the Memory Tax: How Google’s TurboQuant is Rewriting the Rules of Local RAG Systems

The End of the Memory Tax: How Google’s TurboQuant is Rewriting the Rules of Local RAG Systems

Comments
3 min read
Second Brain Explained for Engineers and Knowledge Workers

Second Brain Explained for Engineers and Knowledge Workers

Comments
9 min read
Two Retrieval Methods Are Better Than One: Evidence from 500 Clinical Queries

Two Retrieval Methods Are Better Than One: Evidence from 500 Clinical Queries

Comments
2 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.