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.
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
Building Robust AI Agent Memory Systems in 2026

Building Robust AI Agent Memory Systems in 2026

Comments
8 min read
RAG Series (22): Long Context vs RAG — Do We Even Need RAG?

RAG Series (22): Long Context vs RAG — Do We Even Need RAG?

Comments
6 min read
RAG Series (20): Enterprise RAG Architecture

RAG Series (20): Enterprise RAG Architecture

Comments
6 min read
RAG Series (21): Performance Optimization — Faster and Cheaper

RAG Series (21): Performance Optimization — Faster and Cheaper

Comments
7 min read
How the itrstats tax assistant works: one query, every layer

How the itrstats tax assistant works: one query, every layer

1
Comments
10 min read
Building a GraphRAG Benchmark Platform During the TigerGraph Hackathon

Building a GraphRAG Benchmark Platform During the TigerGraph Hackathon

3
Comments 1
6 min read
Claude Code Unleashes AI Workflow Routines & Autoresesearch Agents for Production

Claude Code Unleashes AI Workflow Routines & Autoresesearch Agents for Production

Comments
3 min read
RAG Evaluation with RAGAS: Measuring Faithfulness, Context Precision, and Recall in Production

RAG Evaluation with RAGAS: Measuring Faithfulness, Context Precision, and Recall in Production

1
Comments 2
10 min read
Open-Source ML Platforms, LLM Workflow Reliability, and AI Bot Deployment

Open-Source ML Platforms, LLM Workflow Reliability, and AI Bot Deployment

1
Comments
3 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.