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.
Build a RAG-Based AI Assistant in Kotlin with a Vector Database
vmodal_ai profile

Build a RAG-Based AI Assistant in Kotlin with a Vector Database

#kotlin #android #ai #rag
1
Comments
3 min read
RAG vs. Direct Context: I Tested Both on Real Documents, Here's What Broke
darshan_kunwar profile

RAG vs. Direct Context: I Tested Both on Real Documents, Here's What Broke

#rag #llm #machinelearning #opensource
11
Comments 1
5 min read
# Semantic Caching in Enterprise RAG: Production Architectures for Faster, Lower-Cost LLM Systems
nikhil_ramank_152ca48266 profile

# Semantic Caching in Enterprise RAG: Production Architectures for Faster, Lower-Cost LLM Systems

#genai #rag #llm #semanticache
Comments
12 min read
I measured the RAG technique menu on 46,000 chunks. Four things mattered.
lev_riabov_e6f2883d44b3ab profile

I measured the RAG technique menu on 46,000 chunks. Four things mattered.

#ai #llm #rag #search
1
Comments 6
11 min read
Designing an End-to-End RAG Architecture from Scratch
odingaval profile

Designing an End-to-End RAG Architecture from Scratch

#ai #architecture #llm #rag
14
Comments 9
8 min read
I Built a RAG App on My Laptop Without Paying OpenAI a Single Rupee Here's How
speaklouder profile

I Built a RAG App on My Laptop Without Paying OpenAI a Single Rupee Here's How

#ai #rag #tutorial #learning
23
Comments 7
4 min read
RAG Over Insurance Policy Documents: What Works and What Quietly Breaks
vaibhav7387 profile

RAG Over Insurance Policy Documents: What Works and What Quietly Breaks

#rag #ai #insurtech #dataengineering
Comments
3 min read
If You're Still Learning Generative AI, Read This First
amara_wallis_2f533953a6ac profile

If You're Still Learning Generative AI, Read This First

#rag #genai #ai #beginners
Comments
6 min read
What Actually Matters When You're Hunting a Generative AI Job
therabbithole profile

What Actually Matters When You're Hunting a Generative AI Job

#ai #career #llm #rag
1
Comments 1
7 min read
RAG Is Not Enough: The Evolution of Enterprise AI
rjshree profile

RAG Is Not Enough: The Evolution of Enterprise AI

#rag #llm #ai #softwareengineering
Comments 1
19 min read
Put the Security Check Inside the Query, Not After It
royalpinto007 profile

Put the Security Check Inside the Query, Not After It

#ai #security #rag #opensource
Comments
5 min read
Part 1-3: From Raw Health Text to a Working Retrieval Pipeline
bedirhankizilcik profile

Part 1-3: From Raw Health Text to a Working Retrieval Pipeline

#ai #rag #python #beginners
Comments 3
3 min read
Web Search API for AI Developers: How It Works and When to Use One
cloudsway profile

Web Search API for AI Developers: How It Works and When to Use One

#ai #api #rag #webdev
5
Comments 1
7 min read
Three Things That Broke in Our AI Deployment That Nobody Warned Us About
mohamed0x profile

Three Things That Broke in Our AI Deployment That Nobody Warned Us About

#ai #debugging #llm #rag
Comments
5 min read
Evaluation-Driven Development for RAG Systems: Building the Feedback Loop That Makes AI Actually Improve
alaikrm profile

Evaluation-Driven Development for RAG Systems: Building the Feedback Loop That Makes AI Actually Improve

#ai #llm #rag #testing
Comments
6 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.