#RAG

Mastodon discussion Jun 21

Build self-hosted AI systems with OpenClaw, Hermes, RAG, and local LLM infrastructure. Learn to orchestrate assistants w...

Build self-hosted AI systems with OpenClaw, Hermes, RAG, and local LLM infrastructure. Learn to orchestrate assistants with memory, retrieval, routing, and observability.#AI #LLM #...

LLM RAG

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Dev.to tutorial Jun 21

Building RAG that doesn't hallucinate

Every RAG tutorial promises the same thing: hook a vector database up to an LLM, and suddenly your...

RAG

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Dev.to tutorial Jun 21

The Hidden Layer Behind Every Smart AI App: RAG, MCP, and Agentic Systems

If you've spent any time with ChatGPT, Gemini, or Claude, you already know they're impressive. Ask...

OpenAI Anthropic Google

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Mastodon discussion Jun 20

The Senior Go Engineer Interview Guide: AI Platform Engineering: Production-Grade Go, LLM Platforms, RAG, Vector Search,...

The Senior Go Engineer Interview Guide: AI Platform Engineering: Production-Grade Go, LLM Platforms, RAG, Vector Search, and Cloud Native Systems by Luca Sepe is a new release on L...

LLM RAG

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Dev.to tutorial Jun 20

RAG Pipeline: Complete Node.js Implementation Guide

Build production RAG systems in Node.js - Know where it breaks, why it works, and when to use...

RAG

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Dev.to tutorial Jun 20

RAG Pipeline: The Uncle-Nephew Complete Learning Guide

How to Build Systems That Actually Know Your Data (Not Hallucinate About It) ...

RAG

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Mastodon discussion Jun 20

Retrieval в 2026: как RAG переехал с энкодеров на LLM (и что с этим делать в своём проекте)Если вы строили RAG в 2023, в...

Retrieval в 2026: как RAG переехал с энкодеров на LLM (и что с этим делать в своём проекте)Если вы строили RAG в 2023, ваш стек выглядел плюс-минус одинаково. BERT-семейство (BGE, ...

LLM RAG

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Dev.to tutorial Jun 20

Building TraceroAI: A Better Way to Debug RAG Applications

Over the last few months, I've spent a lot of time building RAG applications and experimenting with...

RAG

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Dev.to tutorial Jun 20

Self-RAG: Let the Model Decide When to Retrieve, Then Grade Itself

Plain RAG retrieves for every query — even "what's 17×23?" that needs no documents. Self-RAG makes...

RAG

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Dev.to tutorial Jun 20

How Japan’s Research Labs Are Building RAG Systems That Actually Work — And What Western Teams Keep Getting Wrong

Your vector database is returning relevant chunks. Your embedding model scores 0.89 on retrieval...

RAG

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Dev.to tutorial Jun 20

How to Build a RAG Pipeline for an Enterprise Knowledge Base That Actually Works in Production

Retrieval-Augmented Generation (RAG) — a pattern where a language model answers questions by first pulling relevant document chunks from a search inde

RAG

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Mastodon discussion Jun 19

🤖 Matching the world's top multi-hop RAG systems, with no GPU, no fine-tuning, just pip installThe three systems below (...

🤖 Matching the world's top multi-hop RAG systems, with no GPU, no fine-tuning, just pip installThe three systems below (HippoRAG 2, CoRAG, NeocorRAG) are among the strongest multi-...

RAG AI Hardware

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Dev.to tutorial Jun 19

How I Architected a Multi-Provider Fallback for Local RAG

Working with local LLMs via Ollama is great for privacy, but it introduces a reliability bottleneck:...

RAG

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Dev.to tutorial Jun 19

Your RAG Retrieved the Right Documents but Still Gave the Wrong Answer

Your retriever returned the right documents. The similarity scores look fine. The answer is still...

RAG

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Mastodon discussion Jun 19

OCC-RAG: компактные модели, которые отвечают только по источникамПривет, Хабр! На связи команда Optimal Cognitive Core (...

OCC-RAG: компактные модели, которые отвечают только по источникамПривет, Хабр! На связи команда Optimal Cognitive Core (OCC) из AIRI. Развитие языковых моделей в последние годы опр...

RAG

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Dev.to tutorial Jun 19

I Added a Verify Layer to My Local RAG to Catch Hallucinations. It Caught Me Being Wrong Twice About My Own Corpus

A claim-verification layer for a local RAG co-scientist, inspired by Karpathy's llm-wiki pattern. I measured whether it catches hallucinations, almost shipped a false finding, and ...

RAG

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GitHub Trending repo Jun 19

GaoDalie/-DiffusionGemma-Dflash-TurboQuant-RAG: In June 2026, Google released a rather unusual AI. Its name is "DiffusionGemma."

In June 2026, Google released a rather unusual AI. Its name is "DiffusionGemma."

Google RAG

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Dev.to tutorial Jun 19

Agentic RAG Isn't Just Fancy Autocomplete. It's a Whole New Infrastructure Problem.

We've all read the headlines. "Agentic RAG is the next big thing." "AI systems that think for...

RAG Agents

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Mastodon discussion Jun 19

Как я строил трактор(RAG) для клумбы, а клумбы не оказалосьЗачем и для кого статья? - Для тех кто хочет сделать своего И...

Как я строил трактор(RAG) для клумбы, а клумбы не оказалосьЗачем и для кого статья? - Для тех кто хочет сделать своего ИИ бота - Кто интересуется LLM и в частности RAGhttps://habr....

RAG

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Dev.to tutorial Jun 18

uv 0.11.19 + CPython 3.15, Spring AI 2.0, and the RAG Poisoning Problem

This week's releases split neatly into two categories: useful incremental hardening (uv, GitLab,...

RAG

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Mastodon discussion Jun 18

Внешняя память для LLM: как RAG дает моделям доступ к новым знаниямИнтеграция языковых моделей в реальные бизнес-процесс...

Внешняя память для LLM: как RAG дает моделям доступ к новым знаниямИнтеграция языковых моделей в реальные бизнес-процессы редко проходит без сюрпризов. В тепличных условиях тестов ...

LLM RAG

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Dev.to tutorial Jun 18

Part 5 — Installing a Black Box Recorder in Your RAG System: 4-Layer Metadata + 3-Level Verification, Root Cause in 5 Minutes

This article covers the fifth layer of the full-stack architecture: Full-Chain Traceability. This is...

RAG

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Dev.to tutorial Jun 18

I Shipped a Strict-Source RAG System to Production in 8 Weeks: A Full-Stack Engineering Retrospective

This is a story about "getting RAG right" — not a demo, but a production system under real business...

RAG

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Mastodon discussion Jun 18

Choosing a RAG backend for local AI — an opinionated map:🗄 sqlite-vss / sqlite-vec: zero infra, great for single-machine...

Choosing a RAG backend for local AI — an opinionated map:🗄 sqlite-vss / sqlite-vec: zero infra, great for single-machine dev📦 Qdrant: best self-hosted HNSW perf, ships as a single ...

RAG

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