RAG

retrieval augmented generation, vector search, knowledge retrieval

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Scoured 183 posts in 11.3 ms

RAG (Retrieval-Augmented Generation) Explained for Beginners: Build AI Applications Using Your Own Data

 🧩AI Frameworks  Content type: Blog
dev.to··DEV

shoo99/paper-rag: A private, fully-local RAG over your own PDFs: BGE-M3 + embedded Qdrant + a local LLM via Ollama. ~150 lines, nothing leaves your machine.

 🗄️Vector Databases  Content type: Code
github.com··DEV

milvuslite-kit configuration over code for vector search and rag workflows

 🗄️Vector Databases  Content type: Blog

When Poison Fails After Retrieval: Revisiting Corpus Poisoning under Chunking and Reranking Pipelines

 📐Context Engineering  Content type: Academic
arxiv.org·

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

 📐Context Engineering
linkedin.com··DEV

Prompt Injection in RAG Agentic Systems

 📐Context Engineering
ulad.net··Hacker News

How to Build an Agentic RAG with RubyLLM and Rails

 🧩AI Frameworks  Content type: Blog
panasiti.me··Hacker News

a desktop GUI to browse, search, & visualize your vector databases

 💾Agent Memory

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

 🗄️Vector Databases
buy.polar.sh··DEV

The Missing Link Between Agents and Applications

 🛠️Tool Use  Content type: Blog

What Is RAG? Why LLM Memory Alone Is Never Enough

 🧩AI Frameworks  Content type: Blog
dev.to··DEV

Mini Shai-Hulud, Miasma, and Hades Worms Target Bioinformatics and MCP Developers via Malicious PyPI Wheels

 🧩AI Frameworks  Content type: Blog
socket.dev··Hacker News
Less-relevant results

I Processed 2.4 Billion Tokens Across 52 AI Models for $0.52. Here's the Full Breakdown.

 🎼Agent Orchestration
saintlex.sbs··DEV

Building Agents Without Harness-Engineering

 ✍️Prompt Engineering

SmithDB

 🧩AI Frameworks  Content type: News

Production-Grade RAG: Why Vector Search Isn't Enough (and How Hybrid Search Fills the Gaps)

 🗄️Vector Databases  Content type: Blog
dev.to··DEV

Introducing GitLab Orbit

 📐Context Engineering  Content type: Blog

Show HN: Incremental RAG ingestion, only changed chunks get re-embedded

 🗄️Vector Databases  Content type: Code
github.com··Hacker News

The AI Curse (Vis the Lisp Curse)

 💾Agent Memory  Content type: Blog

Researchers trained an open source AI search agent, Harness-1, that outperforms GPT-5.4 on recalling relevant information

 💾Agent Memory

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