#RAG | AI Hub

Mastodon discussion Jun 30

Un bon article d'introduction à propos du RAG (Retrieval-Augmented Generation) : comment obtenir des réponses rapides et...

Un bon article d'introduction à propos du RAG (Retrieval-Augmented Generation) : comment obtenir des réponses rapides et précises sur une base de connaissances spécifiques, en util...

RAG

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Dev.to tutorial Jun 30

Why Your RAG System Needs Hybrid Search (And How to Actually Implement It)

Vector similarity search is powerful but it has a well-known weakness: exact term matching. If a user...

RAG

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Mastodon discussion Jun 30

🧠 supermemory 뜯어보기 — AI에 장기 기억을 주는 메모리 엔진• 'Memory ≠ RAG': 사용자 사실을 시간축으로 추적·갱신·만료• 자가호스팅 단일 바이너리(localhost:6767) + Ollam...

🧠 supermemory 뜯어보기 — AI에 장기 기억을 주는 메모리 엔진• 'Memory ≠ RAG': 사용자 사실을 시간축으로 추적·갱신·만료• 자가호스팅 단일 바이너리(localhost:6767) + Ollama로 완전 오프라인• Claude Code 두 경로: 범용 MCP 서버 vs 플러그인• ⚠️ '벤치마크 1위...

Anthropic RAG

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Dev.to tutorial Jun 30

[AI] Context Engineering for AI Coding: AGENTS.md, Cursor Rules & RAG

In 2025, METR — an AI safety and capability research organization — ran a rigorous randomized...

Code Generation RAG

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Dev.to tutorial Jun 29

RAG for codebases is hard. Trusting the answer is harder.

There's a good post making the rounds — "RAG for Codebases Is Harder Than It Looks" — on why naive...

RAG

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Mastodon discussion Jun 29

📰 Your RAG Pipeline Is Probably Useless. Here’s a Better AlternativeLearn what to reach for when retrieval-augmented gen...

📰 Your RAG Pipeline Is Probably Useless. Here’s a Better AlternativeLearn what to reach for when retrieval-augmented generation fails in production.📰 Source: KDnuggets🔗 Link: https...

RAG

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Dev.to tutorial Jun 29

CacheWeaver Reorders RAG Evidence for Prefix-Cache Reuse: Prefix-Cache-Aware Evidence Reordering

What: On June 18, 2026, researchers posted CacheWeaver — a prompt-layer method built on...

RAG

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Mastodon discussion Jun 29

EverOS is a new open-source agent memory runtime that stores memory as Markdown files rather than in a vector database. ...

EverOS is a new open-source agent memory runtime that stores memory as Markdown files rather than in a vector database. It combines BM25 keyword and vector search for retrieval, an...

RAG Open Source

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Mastodon discussion Jun 29

This is the third and final article in the series. Part 1 covered the RAG foundation — loading runbooks into a vector st...

This is the third and final article in the series. Part 1 covered the RAG foundation — loading runbooks into a vector store and grounding model answers in real documentation. Part ...

RAG

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Mastodon discussion Jun 29

Как подключить таск-трекер к кодовой базе через RAG и не сойти с ума от стоимости токеновГлавная проблема работы с LLM в...

Как подключить таск-трекер к кодовой базе через RAG и не сойти с ума от стоимости токеновГлавная проблема работы с LLM в реальном проекте — не качество модели, а контекст. Рассказы...

Anthropic LLM RAG

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Dev.to tutorial Jun 28

Your WHERE clause is not a security boundary (multi-tenant RAG with pgvector + RLS)

TL;DR: app-layer filtering is a single point of failure. Push tenant isolation into Postgres with RLS...

RAG

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Dev.to tutorial Jun 28

How I Built a RAG System Over more than 100 USCIS Administrative Appeals Office Decisions with Gemini

USCIS denial rates for EB-1A petitions nearly doubled in one year - from 25.6% to 46.6%. NIW denial...

Google RAG

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Mastodon discussion Jun 28

🚀 Fastest-growing AI projects today1. One standout project leverages both MySQL and RAG technologies for an advanced edu...

🚀 Fastest-growing AI projects today1. One standout project leverages both MySQL and RAG technologies for an advanced educatio...2. Happy-Chen-CH/Educational_RAG_System an intellige...

RAG

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Dev.to tutorial Jun 28

RAG Is Dead. Context Engineering Is the Future.

For the last year, everyone has been talking about one architecture. RAG. Retrieval-Augmented...

RAG

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Dev.to tutorial Jun 28

# Building AIRAG Jobs: A Job Board for LLM, RAG & AI Agent Engineers

Like many developers, I was frustrated by searching for AI engineering jobs across dozens of company...

LLM RAG Agents

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Dev.to tutorial Jun 28

Building a RAG System from Scratch — Wrap-up and What Comes Next

In this final article, we'll recap what we built across the series, consolidate the design decisions,...

RAG

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Dev.to tutorial Jun 28

Building a RAG System from Scratch — Tool Use: Let the LLM Search Autonomously

In the previous article, we examined the design decisions behind our RAG pipeline. Now we'll give the...

LLM RAG Agents

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Dev.to tutorial Jun 27

MemStrata Beats RAG comprehensively on mutating code content - http://arxiv.org/abs/2606.26511

I've spent the last several months building an AI memory system on nights and weekends, and the most...

RAG

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Dev.to tutorial Jun 27

Build a Simple RAG App with Telnyx AI Inference

RAG is one of those patterns that sounds more complicated than it has to be. At its core,...

RAG

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Dev.to tutorial Jun 26

Study: stale documents are RAG poisoning without the attacker

RAG poisoning gets attention as a security problem — an attacker injects a bad fact into the...

RAG

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Mastodon discussion Jun 26

Science‑purpose‑RAG: туда и обратноЯ хотел написать маленький локальный RAG для научных статей: графы, hybrid search, Hy...

Science‑purpose‑RAG: туда и обратноЯ хотел написать маленький локальный RAG для научных статей: графы, hybrid search, HyDE, reranker, всё красиво. В итоге Full Pipeline проиграл по...

RAG

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