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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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Cover image for Introducing Embex: The Universal Vector Database ORM

KOLOG B Josias Yannick

Jan 3

Introducing Embex: The Universal Vector Database ORM

#vectordatabases #rust #ai #rag

3 min read

Cover image for How to give Claude "Long Term Memory" of your local files (No Docker required)

Dec 10 '25

How to give Claude "Long Term Memory" of your local files (No Docker required)

#python #ai #mcp #rag

3 min read

Cover image for Azure AI Search at Scale: Building RAG Applications with Enhanced Vector Capacity

Jubin Soni

Jan 2

Azure AI Search at Scale: Building RAG Applications with Enhanced Vector Capacity

#azure #ai #rag #vectordatabase

6 min read

Cover image for Build Your Own Spaceport: Local RAG Evaluation with Meta CRAG

astronaut

Dec 30 '25

Build Your Own Spaceport: Local RAG Evaluation with Meta CRAG

#ai #rag #machinelearning #python

4 min read

Vinicius Fagundes

Dec 21 '25

RAG Evaluation Metrics: Measuring What Actually Matters

#llm #rag #dataengineering #ai

10 min read

Dec 30 '25

How I Improved RAG Accuracy from 73% to 100% - A Chunking Strategy Comparison

#rag #llm #performance #ai

7 min read

Cover image for Building a Side Project with ADHD: ChatGPT Gaslighting, r/ADHD Bans, and Why I Needed a Friend

datawrangler.AI

Nov 25 '25

Building a Side Project with ADHD: ChatGPT Gaslighting, r/ADHD Bans, and Why I Needed a Friend

#rag #ai #buildinpublic #nlp

6 min read

Joshua O.

Dec 9 '25

Zero-Friction AI Dev: Build and Deploy Chatbots with a Single Docker Compose File

#ai #python #docker #rag

9 min read

Dec 30 '25

🕸️ Stop Building "Dumb" RAG: Why Vectors Are Not Enough (The GraphRAG Shift)

#ai #rag #machinelearning #database

3 min read

Cover image for From RAG to RAO Level 6: How I Evolved Tiramisu Framework into a Multi-Agent System

tiramisu-framework

Nov 25 '25

From RAG to RAO Level 6: How I Evolved Tiramisu Framework into a Multi-Agent System

#agents #rag #ai #python

8 min read

Parth Sarthi Sharma

Dec 30 '25

Vector Dimensions, Cosine Similarity, Dot Product — and Why Your Distance Metric Silently Ruins Relevance

#ai #vectordatabase #rag #generativeai

2 min read

Cover image for I Built a Personalized AI Tutor Using RAG – Here's How It Actually Works (And the Code)

Emmimal P Alexander

Dec 30 '25

I Built a Personalized AI Tutor Using RAG – Here's How It Actually Works (And the Code)

#rag #langchain #ai #tutorial

3 min read

Nov 28 '25

Rethinking My Deep-Research Agent Workflow — Should We Move Beyond Static Trees?

#ai #rag #programming

1 min read

Alberto Luiz Souza

Dec 29 '25

Como Criar um Chatbot com RAG do Zero: Guia Prático com OpenAI e Qdrant

#openai #rag #ai #tutorial

7 min read

Cover image for I Built a PDF Chat App in Under an Hour Using RAG- Here's How You Can Too

Mohammad Ali Abdul Wahed

Dec 29 '25

I Built a PDF Chat App in Under an Hour Using RAG- Here's How You Can Too

#rag #langchain #python #ai

3 min read

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