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.
How We Use RAG for Knowledge Base Search in AutoBot
mrveiss profile

How We Use RAG for Knowledge Base Search in AutoBot

#autobot #rag #ai #knowledgebase
Comments
5 min read
80% of RAG Failures Start Here (And It's Not the LLM)
ragprep profile

80% of RAG Failures Start Here (And It's Not the LLM)

#rag #llm #ai #mcp
4
Comments
2 min read
RAG Series (14): Self-RAG — Let the Model Decide Whether to Retrieve
wonderlab profile

RAG Series (14): Self-RAG — Let the Model Decide Whether to Retrieve

#ai #rag #ragas #langchain
Comments
6 min read
Auto-Merging RAG: Hierarchical Retrieval ⛓️
rushanksavant profile

Auto-Merging RAG: Hierarchical Retrieval ⛓️

#ai #rag #langchain #python
2
Comments 3
5 min read
Broken vs Governed RAG Pipelines
saleem_yousaf profile

Broken vs Governed RAG Pipelines

#ai #architecture #rag #security
Comments
2 min read
Preparing RAG pipeline for production
levchenkod profile

Preparing RAG pipeline for production

#ai #webdev #cicd #rag
2
Comments 2
4 min read
I Built SuperML.dev to Document Production-Grade AI Architecture — Here’s What I Learned
superml profile

I Built SuperML.dev to Document Production-Grade AI Architecture — Here’s What I Learned

#ai #machinelearning #architecture #rag
4
Comments
4 min read
The AI Engineer Illusion: Why Calling LLM APIs Is Not Enough
dinyangetoh profile

The AI Engineer Illusion: Why Calling LLM APIs Is Not Enough

#ai #rag #agents #openai
2
Comments 1
6 min read
RAG is Not Dead - It’s Just Becoming Agent Memory
dhruvjoshi9 profile

RAG is Not Dead - It’s Just Becoming Agent Memory

#discuss #rag #ai #programming
6
Comments 2
5 min read
Graph RAG does not need a graph database. It needs a database that does everything.
mgyles profile

Graph RAG does not need a graph database. It needs a database that does everything.

#graphrag #rag #surrealdb #database
10
Comments
10 min read
The “The Architecture Handbook for Milvus Vector Database” Book Review
aairom profile

The “The Architecture Handbook for Milvus Vector Database” Book Review

#rag #milvus #bookreview #vectordatabase
1
Comments
11 min read
How I Accidentally Rebuilt the Human Brain Trying to Stop a Chatbot From Forgetting Me
upayanghosh profile

How I Accidentally Rebuilt the Human Brain Trying to Stop a Chatbot From Forgetting Me

#ai #programming #rag #architecture
1
Comments 1
26 min read
Synthadoc: Routing at Scale, Quality Gates, and the Knowledge Backend Pattern
paul_chen_90371fe7426cb44 profile

Synthadoc: Routing at Scale, Quality Gates, and the Knowledge Backend Pattern

#ai #architecture #rag #softwareengineering
9
Comments
13 min read
Day 4 - Chunking continued - RAG
indumathi__r profile

Day 4 - Chunking continued - RAG

#ai #nlp #python #rag
Comments
1 min read
Why RAG Alone Cannot Understand Infrastructure
siddharth_pandey_27 profile

Why RAG Alone Cannot Understand Infrastructure

#ai #architecture #infrastructure #rag
3
Comments 3
3 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.