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

👋 Sign in for the ability to sort posts by relevant, latest, or top.
What I Learned Building a Local RAG Agent
vishdevwork profile

What I Learned Building a Local RAG Agent

#rag #ai #agents #llm
1
Comments
5 min read
I Built NativeLM for Android (And Bypassed OEM RAM Lies to Do It)
sagar_gupta_35066c051032b profile

I Built NativeLM for Android (And Bypassed OEM RAM Lies to Do It)

#android #kotlin #rag #ai
1
Comments
4 min read
RAG on call transcripts: utterance-aware chunking and hybrid retrieval in production
inozem profile

RAG on call transcripts: utterance-aware chunking and hybrid retrieval in production

#rag #python #opensource #llm
Comments
6 min read
Free contextual chunk headers: heading-aware chunking for hybrid retrieval
kartikeyraj profile

Free contextual chunk headers: heading-aware chunking for hybrid retrieval

#python #llm #rag #postgres
Comments 1
4 min read
How to detect AI hallucinations inside n8n — RagMetrics node walkthrough
olivier_cohen_ragmet profile

How to detect AI hallucinations inside n8n — RagMetrics node walkthrough

#n8nbrightdatachallenge #ai #rag #llm
Comments
2 min read
How I Stopped Worrying and Made RAG Work in User-Message (80% Compliance, Solo)
deniz_chavdarov profile

How I Stopped Worrying and Made RAG Work in User-Message (80% Compliance, Solo)

#ai #rag #python #opensource
Comments
1 min read
How to Fine-Tune Llama 3.1 8B for Under $5 Using QLoRA in 2026 – A Practical Guide
dharshan_a_23835c7dc05682 profile

How to Fine-Tune Llama 3.1 8B for Under $5 Using QLoRA in 2026 – A Practical Guide

#ai #python #mcp #rag
1
Comments
4 min read
Observability for AI Systems with OpenTelemetry
rafacalderon profile

Observability for AI Systems with OpenTelemetry

#ai #architecture #monitoring #rag
10
Comments
18 min read
Day 1: Your Team’s Chat Is a Wiki Waiting to Happen — A New Kind of RAG
beeverai profile

Day 1: Your Team’s Chat Is a Wiki Waiting to Happen — A New Kind of RAG

#ai #programming #opensource #rag
1
Comments
4 min read
Taming the Colab beast for a RAG pipeline
seithx profile

Taming the Colab beast for a RAG pipeline

#rag #colab #environment #python
Comments
2 min read
RAG’s dirty secret: data prep is the real fight
seithx profile

RAG’s dirty secret: data prep is the real fight

#rag #llm #dataquality #datapipeline
Comments
2 min read
5 Failure Modes I Found in My Financial RAG (And the One That Actually Mattered)
joaopaulotr profile

5 Failure Modes I Found in My Financial RAG (And the One That Actually Mattered)

#ai #rag #programming #python
2
Comments 9
5 min read
Building MedAI — An AI-Powered Disease Prediction & Clinical Decision Support System
srimukh_vishnubotla_77c92 profile

Building MedAI — An AI-Powered Disease Prediction & Clinical Decision Support System

#showdev #ai #python #rag
Comments
9 min read
RAG Explained for Beginners: How AI Assistants Stop Making Things Up
aashna_mahajan profile

RAG Explained for Beginners: How AI Assistants Stop Making Things Up

#ai #rag #mcp #software
2
Comments 4
9 min read
RAG - Hybrid search and RAG pipeline using FAISS DB
ramya_perumal profile

RAG - Hybrid search and RAG pipeline using FAISS DB

#ai #beginners #rag #nlp
Comments
2 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.