Skip to content

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.

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

Mar 5

RAG vs Fine-Tuning: What I Actually Learned After 6 Months of Building LLM Apps

#llm #rag #finetuning #aiengineering

7 min read

Mar 16

How I Built a Local-First AI Stack for Document Q&A Without OpenAI

#ai #rag #llm #mcp

22 min read

Mar 16

RAG Is a Data Problem Before It’s a Prompt Problem

#dotnet #rag #llm #dataengineering

5 min read

Dhananjay Lakkawar

Mar 16

Stop Overpaying for VectorDBs: Architecting Serverless RAG on AWS

#aws #startup #rag #ai

3 min read

Ankit Parmar for AddWeb Solution Pvt Ltd

Mar 16

Run Your Own ChatGPT Offline: Open WebUI + Ollama + Local Knowledge Base

#ollama #localai #openwebui #rag

4 min read

Mar 16

Build an MCP Server That Finds Your RAG Chatbot's Blind Spots

#mcp #ai #rag #python

14 min read

Mar 16

Why every RAG project I've built ends up fighting the pipeline — and what I'm doing about it

#rag #ai #webdev #opensource

3 min read

Divyasree Madduri

Feb 10

Building a Chat Assistant Using Elasticsearch as a Vector Database

#elasticsearch #vectorsearch #ai #rag

1 min read

Mar 15

First Principles of AI Context

#ai #architecture #llm #rag

7 min read

Chunk Tort

Feb 9

Building Production RAG Without LangChain

#python #ai #rag #machinelearning

6 min read

Feb 9

I Built a Python CLI Tool for RAG Over Any Document Folder

#rag #cli #python #ai

5 min read

Feb 22

From Documents to Answers: How RAG Works

#rag #agents #ai #vectordatabase

3 min read

yusyus

Feb 8

Skill Seekers v3.0.0: The Universal Data Preprocessor for AI Systems

#ai #rag #opensource

3 min read

Muhammad Arslan

Mar 14

Build a GraphRAG Knowledge Base in NodeJS

#showdev #ai #javascript #rag

6 min read

Mox Loop

Feb 9

Building a RAG System to Stop AI Hallucinations in Amazon Data Analysis

#ai #python #rag #tutorial

7 min read

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