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.

Apr 20

FLAMEHAVEN FileSearch: Why This RAG Engine Feels Different from the Usual Stack

#python #rag #opensource #architecture

9 min read

Nitin Srivastava

Apr 20

Semantic Chunking with Overlap and Section-Awareness: The RAG Tutorial Nobody Wrote

#rag #python #ai #tutorial

8 min read

Yanis Schweizer

Apr 20

Stop Benchmarking Embedding Models. 90% of Your Search Quality Lives Upstream.

#architecture #llm #postgres #rag

4 min read

Apr 20

Understanding RAG by Building a ChatPDF App: Smarter Chunking & Context Optimization (Part 3)

#ai #python #rag #tutorial

4 min read

Apr 20

The Hidden Compliance Gap in Every Enterprise RAG Pipeline

#rag #compliance #ai #python

5 min read

Aashir As

Apr 20

7 Production RAG Mistakes I Made (And How to Fix Them)

#ai #rag #llm #mcp

5 min read

Franklin B

Apr 19

Exploring Edge-Native AI: Running RAG Fully Offline on Android

#devops #ai #rag #llm

1 min read

Alain Airom (Ayrom)

Apr 19

Mastering Modern Hiring Demonstration: Using Docling and PostgreSQL by Bob to Build a Local Candidate RAG Database

#bob #rag #docling #postgressql

11 min read

Apr 19

Why your RAG chatbot fails in Thai — and how to fix it

#rag #python #nlp #ai

7 min read

soy

Apr 19

Streamlit Workflow & Enterprise AI Deployment: Compliance & Production NLP

#ai #rag #automation

4 min read

Kevin

Apr 19

Two Weeks of My News Aggregator: RAG Chat and a Sentiment Dial

#symfony #ai #rag #pgvector

9 min read

Ayodhya Krishna Teja

Apr 19

Built a Predictive Incident Response Agent with LLMs and Vector Memory

#agents #llm #rag #sre

6 min read

Apr 19

How I Used Hindsight to Make an Agent Actually Learn

#showdev #agents #ai #rag

3 min read

Gursharan Singh

Apr 18

RAG in Practice — Part 5: Build a RAG System in Practice

#rag #ai #architecture #webdev

13 min read

G vishnu vardhan reddy

Apr 19

DEALMIND

#ai #architecture #llm #rag

1 min read

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