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.
Weaviate for RAG: When It Shines (and When It Doesn’t)
eber_cruz_2f4a4aba25399b2 profile

Weaviate for RAG: When It Shines (and When It Doesn’t)

#database #rag #llm #architecture
Comments
2 min read
Our RAG system still failed on hierarchical metrics — Part 2
junyoungmoon profile

Our RAG system still failed on hierarchical metrics — Part 2

#rag #springboot #openai #systemdesign
5
Comments
6 min read
Multi-Step Reasoning and Agentic Workflows: Building AI That Plans and Executes
qvfagundes profile

Multi-Step Reasoning and Agentic Workflows: Building AI That Plans and Executes

#ai #rag #programming #webdev
Comments
16 min read
Docify: Building a Production RAG System for Knowledge Management
keshavashiya profile

Docify: Building a Production RAG System for Knowledge Management

#ai #rag #llm #architecture
Comments
4 min read
RAG for Developers — Built for Code, Not Just Text (Review Requested)
demon_slayer_3e2c6835f1b2 profile

RAG for Developers — Built for Code, Not Just Text (Review Requested)

#rag #llm #promptengineering #programming
Comments
1 min read
RAG Chunking Strategies Deep Dive
vishalmysore profile

RAG Chunking Strategies Deep Dive

#systemdesign #rag #ai #llm
Comments
7 min read
How to Build a Scalable RAG-Based Chatbot on AWS?
girishmukim profile

How to Build a Scalable RAG-Based Chatbot on AWS?

#aws #agents #rag #ai
Comments
8 min read
Stop feeding garbage to your LLM: How to get clean Markdown from Documentation
_c6b40244e4cdb3f10 profile

Stop feeding garbage to your LLM: How to get clean Markdown from Documentation

#ai #webscraping #rag #python
Comments
1 min read
My hands-on experience with Qdrant and Docling (and Ollama)
aairom profile

My hands-on experience with Qdrant and Docling (and Ollama)

#qdrant #rag #docling #granite
Comments
11 min read
Building a Simple RAG System Using FAISS
yoganawithai profile

Building a Simple RAG System Using FAISS

#ai #machinelearning #rag #tutorial
1
Comments
3 min read
Reranking and Two-Stage Retrieval: Precision When It Matters Most
qvfagundes profile

Reranking and Two-Stage Retrieval: Precision When It Matters Most

#ai #llm #rag
Comments
2 min read
LLMs Hallucinate. RAG Fixes That — Here’s How We Built a Reliable Healthcare AI
shrinivas_nadager_4afb107 profile

LLMs Hallucinate. RAG Fixes That — Here’s How We Built a Reliable Healthcare AI

#rag #ai #llm #tutorial
Comments
3 min read
Build Better RAG Pipelines: Scraping Technical Docs to Clean Markdown
_c6b40244e4cdb3f10 profile

Build Better RAG Pipelines: Scraping Technical Docs to Clean Markdown

#webscraping #rag #wideas #llm
Comments
2 min read
I Built a TUI to Visualize RAG Chunking because chunk_size=1000 is a Lie 📉
rasinmuhammed profile

I Built a TUI to Visualize RAG Chunking because chunk_size=1000 is a Lie 📉

#rag #python #machinelearning #opensource
Comments
3 min read
Our RAG system failed to understand KPIs — Part 1: Metric retrieval design
junyoungmoon profile

Our RAG system failed to understand KPIs — Part 1: Metric retrieval design

#rag #systemdesign #vectordatabase #backend
4
Comments
5 min read
Why your AI assistant lies to you (and how to fix it)
sandeep_salwan profile

Why your AI assistant lies to you (and how to fix it)

#rag #machinelearning #ai #llm
Comments
4 min read
CLaRa: Fixing RAG’s Broken Retrieval–Generation Pipeline With Shared-Space Learning
mudassirworks profile

CLaRa: Fixing RAG’s Broken Retrieval–Generation Pipeline With Shared-Space Learning

#rag #llm #architecture #machinelearning
Comments
3 min read
A RAG-Free Technique That Makes LLM Outputs Stable, Predictable, and Auditable
yuer profile
yuer

A RAG-Free Technique That Makes LLM Outputs Stable, Predictable, and Auditable

#rag #llm #architecture #ai
Comments
2 min read
Course: Large Language Models and Generative AI for NLP — 2025
dmitrykey profile

Course: Large Language Models and Generative AI for NLP — 2025

#rag #agents #llm #ai
10
Comments 1
1 min read
How to Convert JSON to TOON: 4 Methods Compared
panilya profile

How to Convert JSON to TOON: 4 Methods Compared

#ai #llm #rag
Comments
4 min read
Inside Memcortex: A Lightweight Semantic Memory Layer for LLMs
sobowalebukola profile

Inside Memcortex: A Lightweight Semantic Memory Layer for LLMs

#ai #rag #programming #docker
1
Comments 1
4 min read
Choosing the Right RAG: Comparing the Most Common Retrieval-Augmented Generation Frameworks
sandeep_battini profile

Choosing the Right RAG: Comparing the Most Common Retrieval-Augmented Generation Frameworks

#rag #ai #python
Comments
6 min read
Fine-tuning For Domain-Customized Retriever Noise Mitigation in RAG Pipelines
padmanabha_venkatagiri_09 profile

Fine-tuning For Domain-Customized Retriever Noise Mitigation in RAG Pipelines

#rag #finetuning #ibmresearch
1
Comments
6 min read
Training, Decoding, and Hallucination in Large Language Models: A Deep Dive
derrickryangiggs profile

Training, Decoding, and Hallucination in Large Language Models: A Deep Dive

#llm #ai #rag
1
Comments
9 min read
Beyond Vanilla RAG: The 7 Modern RAG Architectures Every AI Engineer Must Know
naresh_007 profile

Beyond Vanilla RAG: The 7 Modern RAG Architectures Every AI Engineer Must Know

#rag #ai #datascience #agentaichallenge
1
Comments
15 min read
loading...