5 Failure Modes I Found in My Financial RAG (And the One That Actually Mattered)
My RAG system for financial document Q&A was stuck at 53% accuracy. I spent two weeks...
#RAG
897 articles tagged with RAG
https://towardsdatascience.com/rag-is-burning-money-i-built-a-cost-control-layer-to-fix-it/#ai #homelab #python
https://towardsdatascience.com/rag-is-burning-money-i-built-a-cost-control-layer-to-fix-it/#ai #homelab #python
دليل RAG Cookbook من IBM يفتح باب بناء نماذج توليد مدعومة بالاسترجاع بسهولة. 🔹 **نقطة أساسية:** دمج قاعدة معرفة محلية مع...
دليل RAG Cookbook من IBM يفتح باب بناء نماذج توليد مدعومة بالاسترجاع بسهولة. 🔹 **نقطة أساسية:** دمج قاعدة معرفة محلية مع نموذج توليد يرفع دقة الردود حتى على بيانات ضخمة. 🔹 خطوات سر...
RAG SOTA: I Built SEQUOIA and Tested 7 Pipelines — Full Results
RAG SOTA: I Built SEQUOIA and Tested 7 Pipelines — Full Results After 20+ hours of compute...
GraphRAG vs Vector RAG: When Simple Vector Search Stops Being Enough
GraphRAG is not just another AI buzzword. It is part of a larger architectural shift happening...
I built a RAG pipeline from scratch, and one wrong answer made me dive even deeper into AI Engineering
A backend engineer's first step into AI Engineering: embeddings, vector search, and the chunking bug...
OCC-RAG: Optimal Cognitive Core for Faithful Question Answering
Recent progress in the development of language models has been defined by scale, with each generation absorbing more of the world's knowledge into its weights. However, many practi...
RAGのニュースですねMIT's MeMo lets teams swap in a better LLM without retraining — and performance jumps 26% https://venturebeat...
RAGのニュースですねMIT's MeMo lets teams swap in a better LLM without retraining — and performance jumps 26% https://venturebeat.com/orchestration/mits-memo-lets-teams-swap-in-a-better-llm...
AI search without a vector database, a third-party service, or a vendor bill.Free webinar June 4: Hank walks through Sco...
AI search without a vector database, a third-party service, or a vendor bill.Free webinar June 4: Hank walks through Scolta, our open source approach to AI site search. Live Q&A.Th...
Why 99% of RAG Apps Crash in Production (Naive vs Scaled Node.js)
Your RAG demo works on localhost. Under real load—socket exhaustion, 429s, and pool timeouts kill it. A frontend dev's walkthrough of naive vs production Node.js RAG.
تحدّث IBM عن أحدث نسخة من كتيب “RAG Cookbook” - دليل عملي لكيفية دمج Retrieval‑Augmented Generation لتخزين واسترجاع البي...
تحدّث IBM عن أحدث نسخة من كتيب “RAG Cookbook” - دليل عملي لكيفية دمج Retrieval‑Augmented Generation لتخزين واسترجاع البيانات في نماذج الذكاء الاصطناعي.🔑 أهم نقطة: إن أمثلة عليه تُظ...
72% -> 75% -> 92%: a reproducible RAG validation
I expected converting docs into Q&A pairs to improve retrieval. It mostly didn't. I built three...
Demystifying the AI Wave: A Backend Engineer's Guide to LLMs, RAG, and Agents
Table of Contents 🗒️ Where it all starts: LLMs Making LLMs smarter: RAG Plugging...
Как работает адаптивный RAG, которому вообще не нужен LLMОдин из самых популярных способов снизить процент галлюцинаций ...
Как работает адаптивный RAG, которому вообще не нужен LLMОдин из самых популярных способов снизить процент галлюцинаций языковых моделей — метод RAG, то есть схема, в которой модел...
“育つ”ナレッジ基盤「LLM Wiki」とは？RAGとの違いをイラスト付きで整理してみたhttps://qiita.com/shinnosuke_takami/items/86307593829ac5e70852?utm_campaign=...
“育つ”ナレッジ基盤「LLM Wiki」とは？RAGとの違いをイラスト付きで整理してみたhttps://qiita.com/shinnosuke_takami/items/86307593829ac5e70852?utm_campaign=popular_items&utm_medium=feed&utm_source=popular_items#qiita...
How I rescued a RAG assistant from memory leaks and got it running on a 512MB RAM free tier
A few weeks ago, I had a classic "works on my machine" moment. I had built a nice RAG prototype...
Почему RAG — это не просто «добавить поиск»: latency, качество и выбор стратегии retrievalКогда говорят про RAG, его час...
Почему RAG — это не просто «добавить поиск»: latency, качество и выбор стратегии retrievalКогда говорят про RAG, его часто описывают как простой способ улучшить LLM‑систему: добави...
Why output-stage PII masking is the wrong protective surface for data exfiltration in RAG
"The output filter runs after the LLM has already seen the confidential data. By then, three classes...
"ClinicBot: A Guideline-Grounded Clinical Chatbot with Prioritized Evidence RAG and Verifiable Citations"ClinicBot gives...
"ClinicBot: A Guideline-Grounded Clinical Chatbot with Prioritized Evidence RAG and Verifiable Citations"ClinicBot gives guideline-grounded answers for diabetes care. ClinicBot rou...
Why I chose MCP over RAG for live infrastructure auditing
I've been working on a project to audit distributed hardware infrastructure — devices spread across...
RAG SOTA: I Tested 7 Pipelines and Built SEQUOIA (Open Source)
RAG SOTA: I Tested 7 Pipelines and Built SEQUOIA (Open Source) After 20+ hours of compute...
OpenSparrow v2.6 – AI-powered search (RAG), bulk operations, and keyboard shortcuts
OpenSparrow v2.6 is out. This one's a big step forward — RAG (Retrieval-Augmented Generation)...
ChromaDB vs Qdrant vs Weaviate vs pgvector: vector database shootout 2026
Every RAG pipeline I've reviewed this year hits the same decision point: which vector store do you...
HR-бот на базе RAG: архитектура корпоративной базы знаний для ресторанного холдингаВ ресторанном холдинге была внедрена ...
HR-бот на базе RAG: архитектура корпоративной базы знаний для ресторанного холдингаВ ресторанном холдинге была внедрена система HR-бота на базе ИИ, которая работает поверх корпорат...