#RAG

Dev.to tutorial Jun 11

RAG-Based Testing Series — Part 4: Edge Cases — What Breaks RAG & How to Catch It

Happy path testing isn't enough. Learn the edge cases that silently break RAG systems in production — empty knowledge bases, conflicting context, out-of-scope queries, and adversar...

RAG

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Dev.to tutorial Jun 11

Build Your RAG System Right the First Time: 6 Decisions That Make or Break It

After debugging 20+ broken RAG systems, I've identified the 6 decisions that determine whether yours...

RAG

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Dev.to tutorial Jun 11

RAG-Based Testing Series — Part 3: Faithfulness & Hallucination Detection

Good retrieval doesn't guarantee a good answer. Learn what faithfulness means in RAG, why LLMs hallucinate even with perfect context, and how to detect it automatically using RAGAS...

RAG

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Mastodon discussion Jun 11

From the Leanpub Blog: Leanpub Book LAUNCH 🚀 Retrieval-Augmented Generation: An Engineer's Guide to Building RAG Systems...

From the Leanpub Blog: Leanpub Book LAUNCH 🚀 Retrieval-Augmented Generation: An Engineer's Guide to Building RAG Systems with Your Own Data by Jeroen Herczeghttps://leanpub.com/blo...

RAG

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Papers with Code paper Jun 11

Rethinking RAG in Long Videos: What to Retrieve and How to Use It?

Retrieval-augmented generation is moving beyond text into long, egocentric video, where systems must select query-relevant chunks across multiple modalities and temporal granularit...

RAG

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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