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.
Higher Retrieval Accuracy Had the Worse Safety Result

Higher Retrieval Accuracy Had the Worse Safety Result

1
Comments 2
5 min read
I Built an Open-Source Multi-Agent Fact-Checker — Here's How It Works

I Built an Open-Source Multi-Agent Fact-Checker — Here's How It Works

Comments 2
4 min read
Agent Series (7): Knowledge Base Integration — The Right Way for Agents to Use RAG

Agent Series (7): Knowledge Base Integration — The Right Way for Agents to Use RAG

1
Comments 1
8 min read
Automating the brain: Daily syncs and GitHub Actions fun

Automating the brain: Daily syncs and GitHub Actions fun

Comments
2 min read
RAG for Codebases Is Harder Than It Looks

RAG for Codebases Is Harder Than It Looks

3
Comments 3
6 min read
RAG That Improves Over Time

RAG That Improves Over Time

Comments 1
5 min read
Applied AI: Andrej Karpathy's LLM Skills, Agent Debugging, & RAG Context Benchmarks

Applied AI: Andrej Karpathy's LLM Skills, Agent Debugging, & RAG Context Benchmarks

Comments
3 min read
Your Node.js RAG is grabbing the wrong sources. Here's a 4MB cross-encoder fix.

Your Node.js RAG is grabbing the wrong sources. Here's a 4MB cross-encoder fix.

2
Comments 1
5 min read
Most RAG Problems Are R(etrieval) Problems

Most RAG Problems Are R(etrieval) Problems

4
Comments 5
3 min read
Vector Search at Scale: Why Your Index Isn't as Healthy as You Think

Vector Search at Scale: Why Your Index Isn't as Healthy as You Think

5
Comments 1
10 min read
Dual Encoder vs Cross-Encoder: Why Your RAG Pipeline Needs Both

Dual Encoder vs Cross-Encoder: Why Your RAG Pipeline Needs Both

4
Comments 1
7 min read
How I built an AI RAG system to convert PDF to Q&As

How I built an AI RAG system to convert PDF to Q&As

Comments
6 min read
Considering RAG for your Agent? Build this instead.

Considering RAG for your Agent? Build this instead.

3
Comments 2
15 min read
Why Your RAG Pipeline Is Failing in Production (And How to Fix It)

Why Your RAG Pipeline Is Failing in Production (And How to Fix It)

1
Comments 1
11 min read
RAG Is Not Always the Answer Anymore: How AI Agents Search Code in 2026

RAG Is Not Always the Answer Anymore: How AI Agents Search Code in 2026

5
Comments 4
6 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.