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.
My Sister Hates My New Openclaw (Because I'm Finally Right)

My Sister Hates My New Openclaw (Because I'm Finally Right)

1
Comments
2 min read
Building a Production-Ready RAG System with Incremental Indexing

Building a Production-Ready RAG System with Incremental Indexing

1
Comments
6 min read
Building a RAG System from Scratch: Turning Aviation Disruption Data into an AI-Powered Q&A App

Building a RAG System from Scratch: Turning Aviation Disruption Data into an AI-Powered Q&A App

1
Comments 4
5 min read
Build Your Own AI Ops Assistant — Part 2: Foundation

Build Your Own AI Ops Assistant — Part 2: Foundation

2
Comments
9 min read
The 10-Line Semantic Firewall That Stopped 60% of Our RAG Hallucinations

The 10-Line Semantic Firewall That Stopped 60% of Our RAG Hallucinations

Comments
6 min read
@hazeljs/memory: Pluggable User Memory for AI Applications

@hazeljs/memory: Pluggable User Memory for AI Applications

5
Comments
3 min read
Why I Ditched RAG for an Agentic Approach (And When You Should Too)

Why I Ditched RAG for an Agentic Approach (And When You Should Too)

Comments
4 min read
The Overlooked Attack Surface in Enterprise RAG Systems

The Overlooked Attack Surface in Enterprise RAG Systems

Comments
2 min read
Hands-on: Azure AI Search & AI Foundry for RAG

Hands-on: Azure AI Search & AI Foundry for RAG

2
Comments 1
4 min read
Prompt management, RAG, and agents in NodeJS

Prompt management, RAG, and agents in NodeJS

5
Comments 1
6 min read
Mojo: A Lightweight C++ Web Crawler for converting websites to RAG ready data (Fast, Simple, CI/CD-Friendly)

Mojo: A Lightweight C++ Web Crawler for converting websites to RAG ready data (Fast, Simple, CI/CD-Friendly)

Comments
2 min read
8 RAG Patterns You Should Stop Ignoring

8 RAG Patterns You Should Stop Ignoring

Comments
15 min read
How to Build Long-Term Memory for LLMs (RAG + FAISS Tutorial)

How to Build Long-Term Memory for LLMs (RAG + FAISS Tutorial)

Comments
4 min read
I Broke My Search Engine Three Times Before Elastic Finally Made It Click

I Broke My Search Engine Three Times Before Elastic Finally Made It Click

Comments
7 min read
Book Review: “Mastering NLP From Foundations to Agents - 2nd Edition”

Book Review: “Mastering NLP From Foundations to Agents - 2nd Edition”

3
Comments
5 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.