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.
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
RAGStack-Lambda: Scale-to-Zero RAG with Multimodal Search
hatmanstack profile

RAGStack-Lambda: Scale-to-Zero RAG with Multimodal Search

#aws #rag #ai #cloud
Comments
1 min read
Is Your RAG System Leaking Data? 5 Minute Security Check
jgracie52 profile

Is Your RAG System Leaking Data? 5 Minute Security Check

#rag #chatgpt #cybersecurity #ai
Comments
7 min read
Tired of ChatGPT "forgetting" context, so I engineered a Private "Second Brain" using MERN & Local Llama 3 🧠
somnath_khadanga_2e5c2364 profile

Tired of ChatGPT "forgetting" context, so I engineered a Private "Second Brain" using MERN & Local Llama 3 🧠

#rag #mern #ai #selfhosted
Comments
3 min read
Demystifying the AI Jungle: Connecting the Dots
sunny7899 profile

Demystifying the AI Jungle: Connecting the Dots

#ai #beginners #llm #rag
Comments
5 min read
How a RAG Agent Helped My Father's Shoulder Treatment (And Saved ₹30,000).
jaskirat_singh profile

How a RAG Agent Helped My Father's Shoulder Treatment (And Saved ₹30,000).

#ai #vectordatabase #rag #insurance
4
Comments
5 min read
The RAG System That Retrieved Perfect Chunks (But Answered Wrong Anyway)
faraz_farhan_83ed23a154a2 profile

The RAG System That Retrieved Perfect Chunks (But Answered Wrong Anyway)

#discuss #rag #chunking #ai
Comments
4 min read
The RAG System That Mixed Documentation From Different Products (And Created Frankenstein Instructions)
faraz_farhan_83ed23a154a2 profile

The RAG System That Mixed Documentation From Different Products (And Created Frankenstein Instructions)

#retrieval #rag #ai #automation
Comments
5 min read
Self-RAG vs Adaptive RAG vs Corrective RAG
parth_sarthisharma_105e7 profile

Self-RAG vs Adaptive RAG vs Corrective RAG

#ai #rag #vectordatabase #softwareengineering
Comments
3 min read
The RAG System That Found Contradicting Answers (And Confidently Picked The Wrong One)
faraz_farhan_83ed23a154a2 profile

The RAG System That Found Contradicting Answers (And Confidently Picked The Wrong One)

#discuss #contradictions #rag #ai
Comments
4 min read
🥽 Deep Dive: Understanding Contextual Recall 🎯 in RAG Systems
schadenkai profile

🥽 Deep Dive: Understanding Contextual Recall 🎯 in RAG Systems

#ai #llm #machinelearning #rag
Comments
3 min read
Building an Autonomous RFP Response Engine with Python
exploredataaiml profile

Building an Autonomous RFP Response Engine with Python

#python #rag #ai #automation
Comments
5 min read
The Context Window Paradox: Why Bigger Isn't Always Better in AI
suryadeepsinh_gohil profile

The Context Window Paradox: Why Bigger Isn't Always Better in AI

#contextengineering #rag #systemdesign #llmops
1
Comments
19 min read
The FAQ Bot That Made Up Answers When It Couldn’t Find Real Ones
faraz_farhan_83ed23a154a2 profile

The FAQ Bot That Made Up Answers When It Couldn’t Find Real Ones

#discuss #rag #hallucination #ai
Comments
4 min read
LangChain vs LangGraph vs Semantic Kernel vs Google AI ADK vs CrewAI
parth_sarthisharma_105e7 profile

LangChain vs LangGraph vs Semantic Kernel vs Google AI ADK vs CrewAI

#ai #rag #softwareengineering #llm
1
Comments
3 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.