#RAG

Mastodon discussion Jun 11

NEW! Leanpub Book LAUNCH 🚀 Retrieval-Augmented Generation: An Engineer's Guide to Building RAG Systems with Your Own Dat...

NEW! Leanpub Book LAUNCH 🚀 Retrieval-Augmented Generation: An Engineer's Guide to Building RAG Systems with Your Own Data by Jeroen Herczeghttps://youtu.be/iz_-g07XNU0#books #leanp...

RAG

24

Dev.to tutorial Jun 10

5 Obstacles I Hit Building PDF RAG in Next.js 15 — And How I Fixed Each One published: true

Building PDF RAG in NochBot almost broke me. Here's every obstacle I hit — and exactly how I got...

RAG

12

Dev.to tutorial Jun 10

RAG-Based Testing Series — Part 2: Testing Retrieval Quality — Are You Fetching the Right Data?

If your retriever is broken, your entire RAG system is broken. Learn how to measure retrieval quality using real metrics — Precision@K, Recall@K, MRR, and NDCG — and write your fir...

RAG

12

Mastodon discussion Jun 10

Как нейросети решают, чей бренд процитировать: разбор RAG-архитектуры поиска и что из этого следует для GEOКогда Алиса, ...

Как нейросети решают, чей бренд процитировать: разбор RAG-архитектуры поиска и что из этого следует для GEOКогда Алиса, ChatGPT или Perplexity отвечают пользователю и называют конк...

OpenAI Google RAG

9

Dev.to tutorial Jun 10

RAG-Based Testing Series — Part 1: What Is RAG & Why Your Old Testing Playbook Won't Work Here

A complete beginner-friendly breakdown of RAG systems, why they need a completely different testing approach, and what's coming in this series — from scratch to a fully automated R...

RAG

25

Dev.to tutorial Jun 10

Your Vector Database Is Lying to You About Performance

Your Vector Database Is Lying to You About Performance I've spent the last three years...

RAG

12

Dev.to tutorial Jun 10

Agentic AI + RAG on AWS

The Problem Technical teams spend too much time on communication overhead, status updates,...

RAG Agents

12

Dev.to tutorial Jun 10

I Built a Production RAG System on My M1 Mac for $0

A production-grade RAG pipeline with evaluation, experiment tracking, and zero cloud cost. All running on an M1 Mac.

RAG

12

Dev.to tutorial Jun 10

Building NotesGPT: An Offline-Capable AI Study Assistant with RAG, Local LLMs, and WebGPU

We all know the feeling. Exams are approaching, notes are scattered across PDFs, handwritten...

RAG

12

Dev.to tutorial Jun 10

Why my first RAG system hallucinated (and how I fixed it)

It started innocently enough. I needed a way to let my team ask questions about our sprawling...

RAG

12

Mastodon discussion Jun 9

От Naive RAG до ReAct-агента: как мы строили корпоративного AI-помощника на open-source моделях (часть 2)Мы построили му...

От Naive RAG до ReAct-агента: как мы строили корпоративного AI-помощника на open-source моделях (часть 2)Мы построили мультиагентную RAG-систему на open-source моделях, прошли путь...

RAG Open Source

9

Dev.to tutorial Jun 9

How I create fully localled Voice Agent App + RAG

This project presents an offline voice agent that uses Indonesian law data from the Pasal ID API and...

RAG

20

Dev.to tutorial Jun 9

Search bug or model bug - testing a RAG system to tell them apart

I'm an automation tester. Usually my job is simple: the same input should give the same output, every...

RAG

12

Dev.to tutorial Jun 9

Vector Database Selection Is Not a Performance Decision

Everyone is benchmarking the wrong thing. The conversations I keep seeing in enterprise AI...

RAG

12

Dev.to tutorial Jun 8

How I benchmarked a 100% local RAG pipeline to 9/9 (zero API keys)

Most "chat with your documents" demos work in an afternoon. Then you hit the last 20%: retrieval that...

RAG API

12

Dev.to tutorial Jun 8

What I learned building a document chunking and embedding API for RAG

Chunking sounds like the boring part of RAG. It is also where a lot of retrieval quality is won or...

RAG API

12

Dev.to tutorial Jun 8

Designing a config-driven agentic RAG platform for customer support

Customer support is one of the few places where RAG and agents earn their keep immediately: the...

RAG Agents

12

Mastodon discussion Jun 8

🚀 :clippy: “Implementation of Retrieval-Augmented Generation (RAG) with Streamlit and Python for the Humanities”, POUYLL...

🚀 :clippy: “Implementation of Retrieval-Augmented Generation (RAG) with Streamlit and Python for the Humanities”, POUYLLAU, S. (2026), https://doi.org/10.5281/zenodo.20595911 — Trè...

RAG

18

Dev.to tutorial Jun 8

Classical RAG vs Agentic RAG: a practical decision guide

"Should I use RAG or an agent?" comes up in almost every LLM project I work on. The honest answer is...

RAG Agents

12

Mastodon discussion Jun 8

🧠 #Google ha presentato una nuova evoluzione del paradigma #RAG che sfrutta un'architettura multi-agente.👉 I dettagli: h...

🧠 #Google ha presentato una nuova evoluzione del paradigma #RAG che sfrutta un'architettura multi-agente.👉 I dettagli: https://www.linkedin.com/posts/alessiopomaro_google-rag-gemin...

Google RAG

18

Mastodon discussion Jun 8

Google Research has added Agentic RAG to Gemini Enterprise. The new framework handles multi-hop queries by iteratively s...

Google Research has added Agentic RAG to Gemini Enterprise. The new framework handles multi-hop queries by iteratively searching data sources and includes a Sufficient Context Agen...

Google RAG Agents

9

Dev.to tutorial Jun 8

RAG with Postgres pgvector in 2026: the full TypeScript pipeline.

RAG with Postgres pgvector in 2026: the full TypeScript pipeline. I spent a week...

RAG

31

Mastodon discussion Jun 8

Доверенный ИИ на практике: RAG, который ссылается на источник — или честно отказываетсяПоднял за выходные продукт, котор...

Доверенный ИИ на практике: RAG, который ссылается на источник — или честно отказываетсяПоднял за выходные продукт, который давно хотел проверить руками: RAG, который отвечает строг...

Google RAG

9

Dev.to tutorial Jun 8

# Moving RAG From Demo to Production on Databricks: A Developer-Focused Checklist

By Naveen Ayalla This article is adapted from my original post in the Databricks Community and is...

RAG API

12