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.
Building NornicDB With NornicDB: Code Graphs and Swarms
orneryd profile

Building NornicDB With NornicDB: Code Graphs and Swarms

#agents #database #rag #softwaredevelopment
Comments
6 min read
PDF to RAG-ready Markdown chunks in Python: headings, two-column pages and tables, with MIT/BSD libraries only
lindenwerkdata profile

PDF to RAG-ready Markdown chunks in Python: headings, two-column pages and tables, with MIT/BSD libraries only

#python #rag #llm #tutorial
Comments 1
23 min read
RAG-Anything: Cómo Hacer RAG con PDFs que Tienen Imágenes, Tablas y Ecuaciones
yodev_grego profile

RAG-Anything: Cómo Hacer RAG con PDFs que Tienen Imágenes, Tablas y Ecuaciones

#llm #opensource #python #rag
Comments
7 min read
Embedding Model Selection for Chatbot RAG Semantic Search: CRM Action Gates
matsjohansson6547 profile

Embedding Model Selection for Chatbot RAG Semantic Search: CRM Action Gates

#ai #rag #python
Comments
6 min read
Migration Guide: Dialogflow CX to LlamaIndex RAG Agent (OpenAI Responses API)
bhkbdbhatt profile

Migration Guide: Dialogflow CX to LlamaIndex RAG Agent (OpenAI Responses API)

#architecture #llm #openai #rag
Comments
5 min read
How I Think About RAG Evaluation: From Retrieval Metrics to Production Decisions
john_hu_c9e41268b1f330d2e profile

How I Think About RAG Evaluation: From Retrieval Metrics to Production Decisions

#ai #rag #machinelearning #softwareengineering
Comments 1
11 min read
SELFTEST Production Document Ingestion and Structure-Aware Chunking
vikassri profile

SELFTEST Production Document Ingestion and Structure-Aware Chunking

#rag #documentingestion #chunking #retrieval
Comments
10 min read
My RAG Chunk Was Timestamped 00:01:25. Its First Words Were Spoken at 00:00:56
matveyg profile

My RAG Chunk Was Timestamped 00:01:25. Its First Words Were Spoken at 00:00:56

#rag #python #ai #api
Comments
6 min read
Building ReportIQ: Evaluating RAG Retrieval Beyond Just Getting an Answer
ronit_rajput profile

Building ReportIQ: Evaluating RAG Retrieval Beyond Just Getting an Answer

#ai #python #rag #programming
Comments 1
2 min read
Make your AI assistant answer only from what each person may see
muzakkirhussain011 profile

Make your AI assistant answer only from what each person may see

#rag #security #python #opensource
Comments
3 min read
RAG Systems for Business: A Practical Implementation Guide
mrshivamtiwari profile

RAG Systems for Business: A Practical Implementation Guide

#ai #rag #llm #business
Comments
2 min read
Agentic search over a hierarchy of document clusters
ethan_steininger_d838797b profile

Agentic search over a hierarchy of document clusters

#rag #ai #python #search
Comments
6 min read
RAG vs CAG vs KAG: Choosing the Right Context Layer in NodeJS
arslan_mecom profile

RAG vs CAG vs KAG: Choosing the Right Context Layer in NodeJS

#javascript #llm #node #rag
5
Comments
9 min read
Understanding RAG: When AI Needs to Open a Book Before Answering
judaaaa profile

Understanding RAG: When AI Needs to Open a Book Before Answering

#ai #rag #programming #architecture
Comments
8 min read
Turn PDFs (even scanned ones) into RAG-ready chunks with one API call
malmurk profile

Turn PDFs (even scanned ones) into RAG-ready chunks with one API call

#python #rag #ai #pdf
Comments 1
4 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.