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

đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.
What Is RAG? A Practitioner's Guide to Retrieval-Augmented Generation

What Is RAG? A Practitioner's Guide to Retrieval-Augmented Generation

Comments 1
7 min read
Semantic Caching in RAG Systems & AI Agents

Semantic Caching in RAG Systems & AI Agents

1
Comments 6
11 min read
Single-Pass RAG Is Dead — Here's What Replaced It in 2026

Single-Pass RAG Is Dead — Here's What Replaced It in 2026

Comments
5 min read
The Agentic Web: When AI Starts Talking to Other AI

The Agentic Web: When AI Starts Talking to Other AI

6
Comments
5 min read
Get Started with seekdb_ Install, Deploy, and Run Your First Hybrid Search

Get Started with seekdb_ Install, Deploy, and Run Your First Hybrid Search

8
Comments 1
5 min read
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
Query Rewrite in RAG Systems: Why It Matters and How It Works

Query Rewrite in RAG Systems: Why It Matters and How It Works

1
Comments 5
4 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
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
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
Vectorless RAG: Entenda Como Fazer RAG Sem Vector Database

Vectorless RAG: Entenda Como Fazer RAG Sem Vector Database

1
Comments
5 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.