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.
Building Production RAG Pipelines: 3 Lessons from My First Year

Building Production RAG Pipelines: 3 Lessons from My First Year

Comments
3 min read
The Air Canada Chatbot Lawsuit Was a Chunk Quality Problem, Not an AI Problem

The Air Canada Chatbot Lawsuit Was a Chunk Quality Problem, Not an AI Problem

1
Comments 1
7 min read
Claude Code Plugins for Design Systems & Agent Orchestration for Real Workflows

Claude Code Plugins for Design Systems & Agent Orchestration for Real Workflows

Comments
3 min read
Building an Evaluation Harness for Financial RAG: What I Learned About LLM-as-Judge Calibration

Building an Evaluation Harness for Financial RAG: What I Learned About LLM-as-Judge Calibration

1
Comments
4 min read
The gap between detecting hallucinations and handling them

The gap between detecting hallucinations and handling them

1
Comments
2 min read
How to Actually Design an AI Agent: Tools and the Starting Loop (Part 2)

How to Actually Design an AI Agent: Tools and the Starting Loop (Part 2)

Comments 1
5 min read
RAG - Dense Embedding

RAG - Dense Embedding

Comments
3 min read
RAG (Day 1)

RAG (Day 1)

Comments
5 min read
Parametric Hubris: Empirical Evidence That Tool Availability Does Not Equal Tool Usage in Frontier Language Models

Parametric Hubris: Empirical Evidence That Tool Availability Does Not Equal Tool Usage in Frontier Language Models

Comments
53 min read
Cortex Search vs Hybrid SQLite RAG — A Cost and Latency Teardown

Cortex Search vs Hybrid SQLite RAG — A Cost and Latency Teardown

Comments 1
6 min read
MemoryLake:Persistent multimodal memory for AI agents, copilots, and enterprise workflows

MemoryLake:Persistent multimodal memory for AI agents, copilots, and enterprise workflows

Comments
2 min read
Browser-Based LLMs in Healthcare

Browser-Based LLMs in Healthcare

1
Comments 1
6 min read
Why Audit Is the Missing Layer in Every Healthcare RAG System

Why Audit Is the Missing Layer in Every Healthcare RAG System

1
Comments
6 min read
Building Hybrid Semantic Search in ASP.NET Core — SQL Vector, Azure AI Search, and the Bugs Between Them

Building Hybrid Semantic Search in ASP.NET Core — SQL Vector, Azure AI Search, and the Bugs Between Them

Comments 1
12 min read
The gap between detecting hallucinations and handling them

The gap between detecting hallucinations and handling them

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