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 Is Not an AI Agent

RAG Is Not an AI Agent

3
Comments 1
3 min read
[Open-Source LLM Agent #3] Running a Whole RAG Agent Offline: LangGraph + Ollama + Embedded Qdrant (Zero API Keys)

[Open-Source LLM Agent #3] Running a Whole RAG Agent Offline: LangGraph + Ollama + Embedded Qdrant (Zero API Keys)

Comments
5 min read
Dropbox Nova for AI Coding Agents, OpenAI's Codex Sandbox, & Puppeteer MCP Server

Dropbox Nova for AI Coding Agents, OpenAI's Codex Sandbox, & Puppeteer MCP Server

Comments
3 min read
How to Build a Portfolio Chatbot With RAG on the Free Tier

How to Build a Portfolio Chatbot With RAG on the Free Tier

1
Comments
11 min read
I built a video search engine that actually understands what's being said and shown. Try it and provide Feedback.

I built a video search engine that actually understands what's being said and shown. Try it and provide Feedback.

Comments
2 min read
Debugging a Python "Memory Leak" That Was Actually a Measurement Bug (ru_maxrss vs VmRSS)

Debugging a Python "Memory Leak" That Was Actually a Measurement Bug (ru_maxrss vs VmRSS)

Comments
4 min read
Long-Term Memory for LLM Agents That Works

Long-Term Memory for LLM Agents That Works

1
Comments
6 min read
Stop Calling External Vector DBs for Every RAG Query: A .NET Embedded Alternative

Stop Calling External Vector DBs for Every RAG Query: A .NET Embedded Alternative

Comments
6 min read
Building a RAG System from Scratch — MCP: Exposing pgvector as a Reusable Tool Server

Building a RAG System from Scratch — MCP: Exposing pgvector as a Reusable Tool Server

Comments 3
6 min read
Beyond Prompts: Why Context Engineering Is the Real Future of Enterprise AI

Beyond Prompts: Why Context Engineering Is the Real Future of Enterprise AI

Comments
3 min read
Built an AI-Powered Spring Boot Log Analyzer Using RAG + Ollama

Built an AI-Powered Spring Boot Log Analyzer Using RAG + Ollama

Comments
1 min read
LLM Cost Attribution with OTel, Next.js for AI Agents, LLM Security Testing

LLM Cost Attribution with OTel, Next.js for AI Agents, LLM Security Testing

Comments
3 min read
Advanced RAG Techniques Aren't Better. They're Better Sometimes.

Advanced RAG Techniques Aren't Better. They're Better Sometimes.

7
Comments 1
5 min read
Tigergraph-MediGraph

Tigergraph-MediGraph

Comments
2 min read
RAG explained for founders

RAG explained for founders

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