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.
LLM Evals - The Trap No One’s Telling You 🐔

LLM Evals - The Trap No One’s Telling You 🐔

16
Comments 4
1 min read
Using LangChain to Search Your Own PDF Documents

Using LangChain to Search Your Own PDF Documents

3
Comments
7 min read
Understanding RAG Workflow: Retrieval-Augmented Generation in Python

Understanding RAG Workflow: Retrieval-Augmented Generation in Python

2
Comments 1
3 min read
Lists of open-source frameworks for building RAG applications

Lists of open-source frameworks for building RAG applications

6
Comments 1
4 min read
📉 Why Improving Your AI Model Is Killing Your Project’s Success

📉 Why Improving Your AI Model Is Killing Your Project’s Success

15
Comments
4 min read
Embeddings, Vector Databases, and Semantic Search: A Comprehensive Guide

Embeddings, Vector Databases, and Semantic Search: A Comprehensive Guide

8
Comments
5 min read
Why Run LLM's /SLM's locally

Why Run LLM's /SLM's locally

1
Comments
1 min read
AI and All Data Weekly - 02 December 2024

AI and All Data Weekly - 02 December 2024

5
Comments
5 min read
💬 How Intent-Driven Interfaces Will Transform the Way Users Interact with Software

💬 How Intent-Driven Interfaces Will Transform the Way Users Interact with Software

14
Comments
4 min read
Step-by-Step Guide (Part 2): Adding Series Characters to AI Storyteller with RAG and Kernel Memory

Step-by-Step Guide (Part 2): Adding Series Characters to AI Storyteller with RAG and Kernel Memory

6
Comments 1
7 min read
How-to Use AI to See Your Data in 3D

How-to Use AI to See Your Data in 3D

6
Comments
3 min read
Meta Knowledge for Retrieval Augmented Large Language Models

Meta Knowledge for Retrieval Augmented Large Language Models

Comments
2 min read
PydanticAI: A Comprehensive Guide to Building Production-Ready AI Applications

PydanticAI: A Comprehensive Guide to Building Production-Ready AI Applications

10
Comments
9 min read
Turn Your Broken Chatbot 🚧 - Into Your Biggest Asset 📈

Turn Your Broken Chatbot 🚧 - Into Your Biggest Asset 📈

14
Comments 1
3 min read
Gen AI Solving Software Engineering Problems

Gen AI Solving Software Engineering Problems

1
Comments
4 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.