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.
Semantic Cache: Como Otimizar Aplicações RAG com Cache Semântico

Semantic Cache: Como Otimizar Aplicações RAG com Cache Semântico

1
Comments
5 min read
Bringing RLM to TypeScript: Building rllm

Bringing RLM to TypeScript: Building rllm

Comments
2 min read
RAG Isn’t a Modeling Problem. It’s a Data Engineering Problem.

RAG Isn’t a Modeling Problem. It’s a Data Engineering Problem.

1
Comments
6 min read
Why “Lost in the Middle” Breaks Most RAG Systems

Why “Lost in the Middle” Breaks Most RAG Systems

Comments
2 min read
Essential AI Knowledge for 2026

Essential AI Knowledge for 2026

5
Comments
6 min read
Understanding Retrieval-Augmented Generation: A Deep Dive into Abhinav Kimothi’s Comprehensive Guide

Understanding Retrieval-Augmented Generation: A Deep Dive into Abhinav Kimothi’s Comprehensive Guide

Comments
39 min read
Loaders, Splitters & Embeddings — How Bad Chunking Breaks Even Perfect RAG Systems

Loaders, Splitters & Embeddings — How Bad Chunking Breaks Even Perfect RAG Systems

Comments
3 min read
RAG desde cero con Ruby

RAG desde cero con Ruby

1
Comments
8 min read
RAG & Vector Databases - Efficient Retrieval Explained

RAG & Vector Databases - Efficient Retrieval Explained

Comments
2 min read
Memory Palace Part 2: Agentic RAG, Chrome Extension, and Making AI Actually Understand You 🧠✨

Memory Palace Part 2: Agentic RAG, Chrome Extension, and Making AI Actually Understand You 🧠✨

Comments
7 min read
How LLMs Actually “See” Context (Tokens, Chunks, Windows)

How LLMs Actually “See” Context (Tokens, Chunks, Windows)

Comments
3 min read
Design Recipe: Observability Pyramid for LLM Infrastructure

Design Recipe: Observability Pyramid for LLM Infrastructure

5
Comments 9
3 min read
Part 4 — Retrieval Is the System

Part 4 — Retrieval Is the System

Comments
1 min read
Running AI on premises with Postgres

Running AI on premises with Postgres

Comments
7 min read
RAG Simplified: The "Open-Book Exam" Architecture 📚🧠

RAG Simplified: The "Open-Book Exam" Architecture 📚🧠

7
Comments
3 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.