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.
Visual Grounding from Docling!

Visual Grounding from Docling!

2
Comments
6 min read
MCP Simply Explained: Function Calling Rebranded or Genuine Breakthrough?

MCP Simply Explained: Function Calling Rebranded or Genuine Breakthrough?

29
Comments
13 min read
Build an AI-Powered Chatbot with Amazon Lex, Bedrock, S3, and RAG

Build an AI-Powered Chatbot with Amazon Lex, Bedrock, S3, and RAG

2
Comments
3 min read
What Makes Data AI-Ready?

What Makes Data AI-Ready?

11
Comments
1 min read
GitHub Copilot Code Review is Now Available

GitHub Copilot Code Review is Now Available

6
Comments
2 min read
Processing data with “Data Prep Kit” (part 2)

Processing data with “Data Prep Kit” (part 2)

Comments
8 min read
Overview: "Minions: Cost-Efficient Collaboration Between On-device and Cloud Language Models"

Overview: "Minions: Cost-Efficient Collaboration Between On-device and Cloud Language Models"

2
Comments
3 min read
🚀 How I Boosted Slack RAG Accuracy by 5–6% with Smarter Chunking

🚀 How I Boosted Slack RAG Accuracy by 5–6% with Smarter Chunking

2
Comments
3 min read
RAG vs. Fine tuning: Which AI strategy should you choose?

RAG vs. Fine tuning: Which AI strategy should you choose?

2
Comments 2
4 min read
Crawling web sites using “Data Prep Kit”

Crawling web sites using “Data Prep Kit”

Comments
4 min read
Embeddings Demystified: Math, Meaning & Machines

Embeddings Demystified: Math, Meaning & Machines

Comments
3 min read
RAG, AI Agents and Agentic RAG - what is it and how does it work?

RAG, AI Agents and Agentic RAG - what is it and how does it work?

9
Comments
3 min read
How to Get Better Technical Answers from Claude Using Your Own Documentation

How to Get Better Technical Answers from Claude Using Your Own Documentation

8
Comments
9 min read
Integrating Vision-Language Models into Agentic RAG Systems with ColPali

Integrating Vision-Language Models into Agentic RAG Systems with ColPali

13
Comments
15 min read
Retrieval Augmented Generation (RAG) from Scratch — Tutorial For Dummies

Retrieval Augmented Generation (RAG) from Scratch — Tutorial For Dummies

18
Comments
14 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.