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.

May 25

RAG Explained: How Retrieval-Augmented Generation Actually Works

#ai #machinelearning #llm #rag

2 min read

Ashish Raj

May 25

NyayAI: Building an AI Legal Assistant for 1.4 Billion People — A Technical Deep Dive

#ai #llm #rag #law

21 min read

May 25

The Hidden Problem With Long-Running AI Agents Nobody Talks About

#ai #rag #brainpackai #agents

3 min read

May 25

Don't let a billion RAG docs drown your 25-result pipeline

#ai #rag #webdev #programming

8 min read

Akash Vishwakarma

May 25

What I Learned About Memory-Augmented AI Agents

#ai #programming #rag #agents

4 min read

May 25

# Arquitetando RAG Multi-Agente em Produção na AWS — Do Conceito à Operação

#agents #architecture #aws #rag

13 min read

Gemma 4 Challenge: Write about Gemma 4 Submission

May 25

🔬 Direction 1 closure on JAMES — when the hypothesis fails but the data turns "7-tier monotonic natural-stop gradient"

#rag #gemma #gemmachallenge #llm

2 min read

Zeeshan Ghazanfar

May 25

What Actually Helped Our Talk-to-DB Agent Stop Relearning the Same SQL

#agents #llm #rag #sql

1 min read

Gemma 4 Challenge: Write about Gemma 4 Submission

Okeke Chukwudubem

May 24

Google Just Made Gemma 4 Feel Like a Beta Test. Here's the Real Upgrade.

#gemmachallenge #google #rag #nigeria

3 min read

Okeke Chukwudubem

May 24

Revisiting My Phone AI After Gemma 4: The Upgrade I Didn't Know I Needed

#ai #gemma #mobile #rag

4 min read

soy

May 24

AI Agents & Python Workflows: Anthropic Skills, Jupyter Challenges, and Edge Deployment

#ai #rag #automation

3 min read

Ashish Raj

May 25

NyayAI: AI-Powered Legal Intelligence for India

#ai #startup #rag #llm

13 min read

May 24

Hybrid Search in RAG: Why Neither Keyword Search Nor Semantic Search Alone Is Good Enough

#rag #bm25 #hybridsearch #semantic

13 min read

Haji Rufai

May 24

Building a RAG Document Q&A System with Hybrid Retrieval (No Embeddings API Needed)

#ai #python #machinelearning #rag

6 min read

May 24

How to Evaluate Your RAG Pipeline

#ai #rag #llm #machinelearning

7 min read

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