Skip to content

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.

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

karleeov

Mar 12

Building RAG Applications with Azure AI Search - Complete Guide

#azure #ai #rag #tutorial

2 min read

Adeloop

Mar 26

🧠 From SQL to Intelligence: Why the Future of Data is AI + Graphs + Agents

#graphrag #rag #ai #agents

3 min read

Apr 15

🎙️ Building a Local Voice-Controlled AI Agent

#python #ai #rag #webdev

11 min read

Mar 13

I Built a Personal AI That Actually Knows My Projects (RAG + Ollama, Zero Cloud)

#ai #rag #ollama #selfhosted

5 min read

Ricardo Saumeth

Mar 12

𝗛𝗼𝘄 𝗜 𝗕𝘂𝗶𝗹𝘁 𝗮 𝗠𝘂𝗹𝘁𝗶𝗹𝗶𝗻𝗴𝘂𝗮𝗹 𝗥𝗔𝗚 𝗦𝘆𝘀𝘁𝗲𝗺 𝗳𝗼𝗿 𝗨𝗻𝗱𝗲𝗿 $𝟬.𝟬𝟬𝟬𝟱 𝗽𝗲𝗿 𝗤𝘂𝗲𝘀𝘁𝗶𝗼𝗻

#ai #rag #softwaredevelopment #architecture

1 min read

Mar 12

Stop Blaming Your LLM: Fix RAG Retrieval Quality With Better Chunking in .NET

#dotnet #ai #rag #llm

7 min read

Mar 12

The Prep Tax: Why Miscommunicated Requirements Create Rework for AI Engineers (and How to Fix It)

#ai #mcp #programming #rag

5 min read

Apr 14

We open-sourced Omega Walls: a stateful runtime defense for RAG and AI agents

#agents #opensource #rag #security

2 min read

Jubin Soni

Apr 14

S3 Vectors: How to build a RAG without a vector database

#rag #s3 #vectordatabase #aws

5 min read

Mar 11

# Understanding RAPTOR: A Powerful Architecture for Hierarchical Retrieval in RAG Systems

#ai #llm #rag

6 min read

Nathaniel Hamlett

Mar 12

Why Your RAG System Needs a Graph Database (Not Just Vectors)

#ai #database #graphdatabase #rag

6 min read

Apr 15

It's Tax Time: Building a Tax Document Assistant with Claude Code and the Ragie Skill

#ai #rag #claudecode #tutorial

2 min read

Martin Palopoli

Apr 14

Detección de idioma sin APIs externas para un sistema RAG multilingüe

#rag #python #ai #nlp

11 min read

Martin Palopoli

Apr 14

Semantic Cache and FAQ Matching: How I Cut LLM Costs by 40% in My RAG Engine

#rag #ai #python #postgres

8 min read

Apr 14

Your AI Agent Has Amnesia — Here's How to Fix It with MCP Servers

#ai #agents #mcp #rag

3 min read

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