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.
Tokenizer-Aware Markdown Chunking That Doesn't Shred Tables
gabrielanhaia profile

Tokenizer-Aware Markdown Chunking That Doesn't Shred Tables

#ai #rag #python #tutorial
Comments
7 min read
Taming the Colab beast for a RAG pipeline
seithx profile

Taming the Colab beast for a RAG pipeline

#rag #colab #environment #python
Comments
2 min read
RAG’s dirty secret: data prep is the real fight
seithx profile

RAG’s dirty secret: data prep is the real fight

#rag #llm #dataquality #datapipeline
Comments
2 min read
The Reranker Setup That Actually Changes Recall@5
gabrielanhaia profile

The Reranker Setup That Actually Changes Recall@5

#ai #rag #llm #python
Comments
6 min read
Hybrid Search in 100 Lines: BM25 + pgvector with RRF Merge
gabrielanhaia profile

Hybrid Search in 100 Lines: BM25 + pgvector with RRF Merge

#rag #postgres #python #ai
Comments
6 min read
5 Failure Modes I Found in My Financial RAG (And the One That Actually Mattered)
joaopaulotr profile

5 Failure Modes I Found in My Financial RAG (And the One That Actually Mattered)

#ai #rag #programming #python
2
Comments 8
5 min read
RAG Accessibility, AI Agent Security Testing, & Vector Search Optimization
soytuber profile
soy

RAG Accessibility, AI Agent Security Testing, & Vector Search Optimization

#ai #rag #automation
Comments
3 min read
Building MedAI — An AI-Powered Disease Prediction & Clinical Decision Support System
srimukh_vishnubotla_77c92 profile

Building MedAI — An AI-Powered Disease Prediction & Clinical Decision Support System

#showdev #ai #python #rag
Comments
9 min read
RAG Explained for Beginners: How AI Assistants Stop Making Things Up
aashna_mahajan profile

RAG Explained for Beginners: How AI Assistants Stop Making Things Up

#ai #rag #mcp #software
2
Comments 4
9 min read
0% vs 50%: Making a RAG Agent Refuse to Hallucinate
member_2e5ba30f profile

0% vs 50%: Making a RAG Agent Refuse to Hallucinate

#ai #llm #rag #machinelearning
Comments 1
2 min read
RAG - Hybrid search and RAG pipeline using FAISS DB
ramya_perumal profile

RAG - Hybrid search and RAG pipeline using FAISS DB

#ai #beginners #rag #nlp
Comments
2 min read
The Ultimate Generative AI Roadmap (2026 Edition)
sameer_saleem profile

The Ultimate Generative AI Roadmap (2026 Edition)

#webdev #ai #rag #roadmap2026
Comments
2 min read
How RAGScope Knows Which Chunks Your LLM Actually Used
siddharth_pandey_27 profile

How RAGScope Knows Which Chunks Your LLM Actually Used

#rag #opensource #observability #llm
Comments 2
4 min read
Progressive Distillation
davidmezzetti profile

Progressive Distillation

#ai #llm #rag #vectordatabase
2
Comments
4 min read
AI for Knowledge Management: Real Workflows That Hold Up
rosgluk profile
Rost

AI for Knowledge Management: Real Workflows That Hold Up

#llm #ai #knowledgemanagement #rag
Comments
8 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.