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.
Building a RAG System from Scratch — Cloud Deployment with Render and Supabase

Building a RAG System from Scratch — Cloud Deployment with Render and Supabase

Comments
5 min read
Building a RAG System from Scratch with pgvector and Gemini — Introduction

Building a RAG System from Scratch with pgvector and Gemini — Introduction

Comments
3 min read
Your hallucination checker only sees the final paragraph

Your hallucination checker only sees the final paragraph

1
Comments 1
3 min read
Our few-shot examples came from the eval set. The 0.94 was fiction.

Our few-shot examples came from the eval set. The 0.94 was fiction.

1
Comments 4
13 min read
Why Kimi K3 Still Can't Do What Einstein Did

RAG surfaces echoes, but misses paradigm shifts

Why Kimi K3 Still Can't Do What Einstein Did

35
Comments 22
4 min read
Build a RAG-Powered Database Assistant with PostgreSQL and pgvector

Build a RAG-Powered Database Assistant with PostgreSQL and pgvector

2
Comments 1
6 min read
Relevance is not answerability: six signals, and none of them beat plain cosine

Relevance is not answerability: six signals, and none of them beat plain cosine

Comments 2
9 min read
The AI-memory benchmark everyone quotes forbids saying “I don't know”

The AI-memory benchmark everyone quotes forbids saying “I don't know”

2
Comments 2
7 min read
Caching in RAG Systems: What to Cache, What Not To, and Why It Matters More Than You Think

Caching in RAG Systems: What to Cache, What Not To, and Why It Matters More Than You Think

Comments 1
3 min read
Build a Simple RAG App with Telnyx AI Inference

Build a Simple RAG App with Telnyx AI Inference

Comments
2 min read
I Compared 4 AI Knowledge Base Tools for a 120-Person Tech Company. My Honest Breakdown.

I Compared 4 AI Knowledge Base Tools for a 120-Person Tech Company. My Honest Breakdown.

Comments
3 min read
Study: stale documents are RAG poisoning without the attacker

Study: stale documents are RAG poisoning without the attacker

Comments
5 min read
Building a Production RAG Pipeline with Hybrid Retrieval and LangChain

Building a Production RAG Pipeline with Hybrid Retrieval and LangChain

Comments 1
1 min read
Building SmartStock AI: An AI-Powered Inventory Management Platform with Django, LangChain & Multi-Agent Workflows

Building SmartStock AI: An AI-Powered Inventory Management Platform with Django, LangChain & Multi-Agent Workflows

1
Comments 3
2 min read
What Is Retrieval Augmented Generation (RAG), and Why Does It Make AI So Much Less Confidently Wrong?

What Is Retrieval Augmented Generation (RAG), and Why Does It Make AI So Much Less Confidently Wrong?

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