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.
SentinelSlice- Architecting Agentic Memory with Elastic Cloud and High-Density Vectors
siddhartha_sengupta_cb1c8 profile

SentinelSlice- Architecting Agentic Memory with Elastic Cloud and High-Density Vectors

#elasticsearch #vectordatabase #rag #ai
2
Comments
7 min read
My AI Agent Ran for a Week — Here's How It Remembers Things
kaelbit profile

My AI Agent Ran for a Week — Here's How It Remembers Things

#ai #mcp #rag #productivity
2
Comments 1
5 min read
Building a Simple RAG Pipeline with Elasticsearch as a Vector Database: A Practical Guide with Code, Architecture & Lessons
saivarnik profile

Building a Simple RAG Pipeline with Elasticsearch as a Vector Database: A Practical Guide with Code, Architecture & Lessons

#elasticsearch #rag #ai #vectorsearch
1
Comments
8 min read
How to Attack a RAG System — and Why Your Security Scanner Won't Catch It
onoz1169 profile

How to Attack a RAG System — and Why Your Security Scanner Won't Catch It

#security #llm #rag #appsec
Comments 1
6 min read
The Cost-Based Revolution: Why Hybrid Search Optimization is the Missing Piece in Vector Databases
aakanksha02 profile

The Cost-Based Revolution: Why Hybrid Search Optimization is the Missing Piece in Vector Databases

#elasticsearch #rag #vectordatabase
1
Comments
8 min read
Beyond Keywords: Building an AI Assistant for Aviation Maintenance using Elastic RAG
arnabsen08 profile

Beyond Keywords: Building an AI Assistant for Aviation Maintenance using Elastic RAG

#elasticsearch #rag #ai #python
2
Comments
7 min read
RAG Projects That Teach You Real Retrieval Engineering (Not Just Prompt Hacking)
dextralabs profile

RAG Projects That Teach You Real Retrieval Engineering (Not Just Prompt Hacking)

#ai #llm #rag
Comments 1
4 min read
How I Built a Desktop App for Local RAG: Why I Ditched Full Cloud Processing
edvard_0dd27b25e87f907906 profile

How I Built a Desktop App for Local RAG: Why I Ditched Full Cloud Processing

#programming #electron #rag #productivity
Comments
3 min read
Build a High-Performance RAG System with Gemini 2.5 Flash and FAISS 🚀
sumanta01 profile

Build a High-Performance RAG System with Gemini 2.5 Flash and FAISS 🚀

#rag #llm #ai #python
Comments
5 min read
Learning Python: Building a Simple Customer Service LINE Bot with Embedchain
evanlin profile

Learning Python: Building a Simple Customer Service LINE Bot with Embedchain

#ai #python #rag #tutorial
Comments
2 min read
Build Your Own AI Ops Assistant — Part 6: Ship It
stephengoldberg profile

Build Your Own AI Ops Assistant — Part 6: Ship It

#ai #rag #aiops #vibecoding
7
Comments
7 min read
RAG vs Fine-Tuning: Choosing the Right Approach for Your LLM Application
ganesh_navale profile

RAG vs Fine-Tuning: Choosing the Right Approach for Your LLM Application

#ai #llm #rag #softwareengineering
1
Comments
4 min read
Multimodal RAG with Elastic's ElasticSearch
david234star profile

Multimodal RAG with Elastic's ElasticSearch

#elasticsearch #hackerearth #rag #ai
2
Comments
5 min read
Do LLMs Lie? The Real Reason AI Sounds Smart While Making Things Up
superorange0707 profile

Do LLMs Lie? The Real Reason AI Sounds Smart While Making Things Up

#ai #promptengineering #llm #rag
1
Comments 1
6 min read
I Switched From Pure Vector Search to Hybrid Retrieval in My RAG System — Here's What Changed
vapmail16 profile

I Switched From Pure Vector Search to Hybrid Retrieval in My RAG System — Here's What Changed

#rag #ai #machinelearning #tutorial
1
Comments 1
5 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.