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.

Jul 19 '25

How I ditched LangChain to create my own custom RAG

#langchain #rag #llm #vectordatabase

10 min read

Jul 18 '25

How I Built a RAG System in Rails Using Nomic Embeddings and OpenAI

#rag #openai #ai #rails

2 min read

Abhishek Gautam

Jul 18 '25

Binary Quantization: the 1-bit trick that turns terabytes of vectors into pocket-sized fingerprints

#vectordatabase #ai #rag

7 min read

Jun 13 '25

The Hidden Bias in AI Code Generation

#rag #ai #coding #webdev

4 min read

Abhishek Gautam

Jul 17 '25

halfvec: Half the Bits, Twice the speed?

#rag #vectordatabase #ai #openai

7 min read

IBM Developer for IBM Developer

Jul 16 '25

Build a RAG-powered assistant

#rag #genai

2 min read

Chrlie

Jul 14 '25

The Bug That Cost Us $10,000: A Postmortem on a Rogue AWS Lambda Function

#rag #finetuning #agentaichallenge #aioverviews

3 min read

Jul 1 '25

Build Smart AI Apps with RAG: Smart Chatbots You Can Actually Trust

#rag #llm #openai #ai

2 min read

Brian King for Couchbase

Jul 11 '25

Couchbase Weekly Updates - July 11, 2025

#database #hyperledger #rag #programming

2 min read

Chandrani Mukherjee

Jul 11 '25

Next-Gen Q&A: Retrieval-Augmented AI with Chroma Vector Store

#python #langchain #rag #pinecone

2 min read

Zevi Reinitz for Portia AI

Jul 8 '25

3 Issues That Remote MCP Developers Should Avoid

#mcp #ai #rag #llm

3 min read

kination

Jul 10 '25

Retrieval-Augmented Generation (RAG) for AI starter

#rag #ai #python #gemini

3 min read

Jul 8 '25

Enterprise AI feature development with LLMs

#ai #webdev #rag #programming

2 min read

Kushal

Jul 8 '25

RAG+ is kinda cool

#ai #rag #llm #nlp

6 min read

Jul 7 '25

Retrieval-Augmented Generation (RAG) with Vector Databases: Powering Context-Aware AI in 2025

#ai #rag #vectordatabase #semanticsearch

3 min read

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