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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 GenAI Foundations – Chapter 5: Project Planning with the Generative AI Canvas

Romina Elena Mendez Escobar

Sep 9 '25

GenAI Foundations – Chapter 5: Project Planning with the Generative AI Canvas

#ai #data #rag #agile

4 min read

Cover image for GenAI Foundations – Chapter 4: Model Customization & Evaluation – Can We Trust the Outputs?

Romina Elena Mendez Escobar

Sep 9 '25

GenAI Foundations – Chapter 4: Model Customization & Evaluation – Can We Trust the Outputs?

#ai #rag #datascience #data

9 min read

Cover image for GenAI Foundations – Chapter 1: Prompt Basics: From Theory to Practice

Romina Elena Mendez Escobar

Sep 9 '25

GenAI Foundations – Chapter 1: Prompt Basics: From Theory to Practice

#ai #rag #machinelearning #data

7 min read

Alain Airom (Ayrom)

Sep 6 '25

The Future of Document Scanning: A Look at LLM-Powered OCR

#rag #ollama #granite #llama

12 min read

Cover image for Couchbase Weekly Updates - September 5, 2025

Brian King for Couchbase

Sep 5 '25

Couchbase Weekly Updates - September 5, 2025

#couchbase #rag #mobile #promptengineering

3 min read

Saravanan Ramupillai

Sep 3 '25

Rethinking LLM-Powered Apps: Ditching Tool Overload for Smarter Query Abstraction

#ai #rag #llm #sdl

3 min read

Cover image for Vector Database: Core Concepts

Sep 4 '25

Vector Database: Core Concepts

#vectordatabase #elasticsearch #rag #python

4 min read

Cover image for Setting up RAG Locally with Ollama: A Beginner-Friendly Guide

Sep 3 '25

Setting up RAG Locally with Ollama: A Beginner-Friendly Guide

#ai #llm #rag #python

5 min read

Cover image for 🤖 RAG on AWS: Building an AI-powered Knowledge Base, with Amazon Bedrock and S3 Vectors

Davide De Sio for AWS Community Builders

Sep 2 '25

🤖 RAG on AWS: Building an AI-powered Knowledge Base, with Amazon Bedrock and S3 Vectors

#rag #aws #s3 #serverless

5 min read

Sep 2 '25

GitHub Stars program

#ai #webdev #rag #programming

3 min read

Cover image for The Nikki Haflinger Project: A Deep Analysis of AI Identity Transfer with Commentary from Another AI

KL3FT3Z

Sep 1 '25

The Nikki Haflinger Project: A Deep Analysis of AI Identity Transfer with Commentary from Another AI

#ai #cybersecurity #rag #llm

12 min read

Cover image for Repocks: Enable RAG from In-Repo Documentation

Boke0 / Taigen Takeshita

Aug 2 '25

Repocks: Enable RAG from In-Repo Documentation

#vibecoding #rag #mcp #ai

3 min read

Aug 29 '25

How To Use LLMs: Retrieval-Augmented Generation (RAG Systems)

#rag #llm #beginners #ai

5 min read

Cover image for 🧠OrKA-Reasoning: How Workflow Execution Really Works

marcosomma

Aug 29 '25

🧠OrKA-Reasoning: How Workflow Execution Really Works

#ai #rag #programming #opensource

4 min read

David Mezzetti for NeuML

Aug 28 '25

💡 What's new in txtai 9.0

#ai #llm #rag #vectordatabase

5 min read

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