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.
RAG Pipeline: Complete Node.js Implementation Guide

RAG Pipeline: Complete Node.js Implementation Guide

1
Comments
20 min read
RAG Pipeline: The Uncle-Nephew Complete Learning Guide

RAG Pipeline: The Uncle-Nephew Complete Learning Guide

2
Comments
25 min read
Self-RAG: Let the Model Decide When to Retrieve, Then Grade Itself

Self-RAG: Let the Model Decide When to Retrieve, Then Grade Itself

Comments
1 min read
How Japan’s Research Labs Are Building RAG Systems That Actually Work — And What Western Teams Keep Getting Wrong

How Japan’s Research Labs Are Building RAG Systems That Actually Work — And What Western Teams Keep Getting Wrong

1
Comments
4 min read
Replacing Cross-Encoder Reranking with a Weighted Hybrid Score

Replacing Cross-Encoder Reranking with a Weighted Hybrid Score

Comments
5 min read
How to Build a RAG Pipeline for an Enterprise Knowledge Base That Actually Works in Production

How to Build a RAG Pipeline for an Enterprise Knowledge Base That Actually Works in Production

1
Comments
7 min read
Fine-tuning vs RAG: Two Ways to Teach an LLM

Fine-tuning vs RAG: Two Ways to Teach an LLM

Comments
1 min read
AI Agent Orchestration: Proxmox Automation, OpenAI Data Agents & Azure Serverless Runtime

AI Agent Orchestration: Proxmox Automation, OpenAI Data Agents & Azure Serverless Runtime

Comments
3 min read
Your RAG Retrieved the Right Documents but Still Gave the Wrong Answer

Your RAG Retrieved the Right Documents but Still Gave the Wrong Answer

Comments
2 min read
Day 1/60: Building My First RAG Agent for Developers

Day 1/60: Building My First RAG Agent for Developers

Comments
1 min read
I Added a Verify Layer to My Local RAG to Catch Hallucinations. It Caught Me Being Wrong Twice About My Own Corpus

I Added a Verify Layer to My Local RAG to Catch Hallucinations. It Caught Me Being Wrong Twice About My Own Corpus

1
Comments
8 min read
Hybrid Search Won't Help You If Your Keyword Search is Broken

Hybrid Search Won't Help You If Your Keyword Search is Broken

Comments
5 min read
Building Minyut: An Embeddable RAG Chatbot in One Script Tag

Building Minyut: An Embeddable RAG Chatbot in One Script Tag

Comments
4 min read
Stop telling your RAG bot not to hallucinate. Make it impossible.

Stop telling your RAG bot not to hallucinate. Make it impossible.

1
Comments
4 min read
LLM Fallback in Production, Agentic eCommerce, and GitHub Copilot for Parallel Agents

LLM Fallback in Production, Agentic eCommerce, and GitHub Copilot for Parallel Agents

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