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# rag

Retrieval augmented generation, or RAG, is an architectural approach that can improve the efficacy of large language model (LLM) applications by leveraging custom data.

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Jul 2

Context Harness: a Local-First RAG Engine in Rust with Lua Extensions and an MCP Server

#showdev #mcp #rag #rust

5 min read

Jun 25

Training LLMs in the kernel — how IONA AI does embedding, RAG, and fine‑tuning without the cloud

#ai #llm #rag #rust

4 min read

Jun 25

AI System Design Interview Questions: ChatGPT, RAG, LLM Inference, and Agents

#ai #rag #chatgpt #claude

14 min read

Jun 25

Qdrant in Production: 10 Gotchas the Quickstart Won't Tell You

#ai #rag #qdrant #vectorsearch

5 min read

Vlad

Jun 25

Write returned success. The file was never there.

#ai #agents #llm #rag

2 min read

Jun 25

Building a RAG-Based PDF Question Answering System: Engineering Decisions, Failures, and Lessons

#machinelearning #langchain #nlp #rag

5 min read

Jun 25

How I Built a Compounding Markdown Wiki for Research: When Standard RAG Stops Being Enough

#showdev #ai #productivity #rag

15 min read

Ryan Giggs

Jun 26

I Built a Hybrid Search Engine From Scratch — Here's What I Learned (LLM Zoomcamp 2026, Module 2)

#rag #llm #vectordatabase #datatalksclub

4 min read

Jun 25

I Published a New Protocol for AI Context Efficiency: ZRCP

#ai #opensource #rag #devops

1 min read

can

Jun 25

Building RepoMind: How I Used MCP, RAG, and Repository Intelligence to Give Claude Access to Entire Codebases

#ai #mcp #rag #systemdesign

5 min read

juneyoung

Jun 25

I built a free tool so LLMs stop wasting tokens when they pull web pages

#showdev #ai #opensource #rag

1 min read

Mactrix XR

Jun 26

Mitigating Hallucinations in Theology AI: Implementing Groundedness Evaluation Pipelines

#ai #llm #rag #softwareengineering

7 min read

CodeFather

Jun 25

How to Build a RAG Knowledge Base from Any Documentation Site in 5 Minutes

#rag #llm #python #ai

2 min read

Kajol Shah

Jun 24

How to move from an LLM demo to a production-ready healthcare AI agent

#ai #architecture #healthcare #rag

6 min read

Devanshu Biswas

Jun 24

RAG Explained: Give an LLM Your Own Knowledge

#ai #rag #llm #beginners

1 min read

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