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.
Why Naive Similarity Search Will Destroy Your RAG Agent (And What To Do Instead)
manfredmacx profile

Why Naive Similarity Search Will Destroy Your RAG Agent (And What To Do Instead)

#ai #rag #mcp #agents
Comments
4 min read
Why RAG Is Failing at Complex Questions (And How Knowledge Graphs Fix It)
ambalogun profile

Why RAG Is Failing at Complex Questions (And How Knowledge Graphs Fix It)

#rag #ai
Comments
6 min read
RAG Is Not Dead: Advanced Retrieval Patterns That Actually Work in 2026
young_gao profile

RAG Is Not Dead: Advanced Retrieval Patterns That Actually Work in 2026

#ai #python #rag #llm
Comments
6 min read
Our Group project was chaos until this agent
pratik_patil_1f78587929f6 profile

Our Group project was chaos until this agent

#ai #llm #agents #rag
Comments 1
6 min read
Why Most RAG Systems Fail in Production (And How to Design One That Actually Works)
theprodsde profile

Why Most RAG Systems Fail in Production (And How to Design One That Actually Works)

#ai #rag #agents #software
Comments 1
4 min read
Bringing The Receipts - 95% AI LLM Token Savings
jgravelle profile

Bringing The Receipts - 95% AI LLM Token Savings

#llm #mcp #performance #rag
1
Comments
10 min read
Building a Perplexity Clone for Local LLMs in 50 Lines of Python
kazkozdev profile

Building a Perplexity Clone for Local LLMs in 50 Lines of Python

#ai #llm #rag #python
1
Comments 1
6 min read
Scaling LLMs at the Edge: A journey through distillation, routers, and embeddings
walden profile

Scaling LLMs at the Edge: A journey through distillation, routers, and embeddings

#contextengineering #llm #rag #embedding
1
Comments
20 min read
Self-Improving RAG: Teaching Claude Code to Learn From Errors
chudi_nnorukam profile

Self-Improving RAG: Teaching Claude Code to Learn From Errors

#ai #claudecode #rag #automation
Comments
6 min read
RAG + FastAPI in Action: Creating a Smart Business Analytics Dashboard in Python
brandi_kitchens_developer profile

RAG + FastAPI in Action: Creating a Smart Business Analytics Dashboard in Python

#rag #python #webdev #programming
Comments
9 min read
I Built a Fully Local Paper RAG on an RTX 4060 8GB — BGE-M3 + Qwen2.5-32B + ChromaDB
plasmon_imp profile

I Built a Fully Local Paper RAG on an RTX 4060 8GB — BGE-M3 + Qwen2.5-32B + ChromaDB

#rag #llm #python #embeddings
Comments
10 min read
What MCP Actually Is (And Why It Exists)
catheryn profile

What MCP Actually Is (And Why It Exists)

#ai #llm #mcp #rag
2
Comments 3
4 min read
How CodiLay Reads a Codebase the Way a Detective Reads a Crime Scene
harmanpreetsingh profile

How CodiLay Reads a Codebase the Way a Detective Reads a Crime Scene

#agents #ai #rag #documentation
2
Comments
9 min read
Anatomy of a RAG System Architecture
mattdark profile

Anatomy of a RAG System Architecture

#llm #rag
Comments
5 min read
OpenViking คืออะไร
thanawat_wonchai profile

OpenViking คืออะไร

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