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.
⚡️ BREAKING: Docling Unlocks ASR (automatic speech recognition) Power!

⚡️ BREAKING: Docling Unlocks ASR (automatic speech recognition) Power!

2
Comments
5 min read
Secure Local RAG with Role-Based Access: Spring AI, Ollama & MongoDB

Secure Local RAG with Role-Based Access: Spring AI, Ollama & MongoDB

15
Comments
14 min read
Local Elasticsearch Playground: A Practical Introduction and hands-on test (and moving to a RAG solution)

Local Elasticsearch Playground: A Practical Introduction and hands-on test (and moving to a RAG solution)

3
Comments
12 min read
Medical RAG Research with txtai

Medical RAG Research with txtai

1
Comments
7 min read
A Complete Guide to Retrieval-Augmented Generation

A Complete Guide to Retrieval-Augmented Generation

6
Comments
8 min read
Scalable Character Insights from Novels Using Vector Search and LLMs

Scalable Character Insights from Novels Using Vector Search and LLMs

1
Comments
2 min read
RAG to Riches

RAG to Riches

Comments 4
3 min read
Building a RAG (Retrieval-Augmented Generation) system in PHP with Neuron AI

Building a RAG (Retrieval-Augmented Generation) system in PHP with Neuron AI

17
Comments 2
7 min read
What Are Vision-Language Models (VLMs) and How Do They Work?

What Are Vision-Language Models (VLMs) and How Do They Work?

1
Comments 1
10 min read
Getting Started with LangChain: Build Smarter AI Apps with LLMs

Getting Started with LangChain: Build Smarter AI Apps with LLMs

6
Comments
3 min read
🤖 Retrieval-Augmented Generation (RAG): The Future of AI Search

🤖 Retrieval-Augmented Generation (RAG): The Future of AI Search

3
Comments
2 min read
RAG na prática: transformando PDFs em respostas inteligentes com LLMs

RAG na prática: transformando PDFs em respostas inteligentes com LLMs

2
Comments 2
6 min read
Unlocking AI’s Full Potential: The Power of Synthetic Data Generation with Docling SDG

Unlocking AI’s Full Potential: The Power of Synthetic Data Generation with Docling SDG

Comments 1
25 min read
A Simple Overview of The Modern RAG Developer’s Stack

A Simple Overview of The Modern RAG Developer’s Stack

4
Comments 2
3 min read
Secrets Sprawl and AI: Why Your Non-Human Identities Need Attention Before You Deploy That LLM

Secrets Sprawl and AI: Why Your Non-Human Identities Need Attention Before You Deploy That LLM

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