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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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Gary Smith

Aug 30

Bring Your Own RAG

#genai #rag #mcp #promptengineering

2 min read

Aug 30

AyeWatch - AI Internet Monitor Agent, for any sources or website with custom alert rules

#ai #internet #monitoring #rag

3 min read

Aug 16

Curiosity and Craft: What Drives Me to Build

#ai #homelab #rag #pydanticai

6 min read

Michael Flanagan

Aug 26

Bedrock Knowledge Bases with S3 Vectors: A [Preview] CDK Quickstart

#aws #cdk #rag

8 min read

CodeLink

Aug 14

How We Turned Our Notion Playbook into a Slack Assistant with a Low-Code RAG Stack

#lowcode #rag #slackbot #n8n

4 min read

Aug 27

Renting GPT vs. Building Your Own AI: The True Cost of Chatbots

#aidevelopmentcost #rag #customllm #llm

3 min read

Aug 14

Your RAG is Basic. Here's the KG-RAG Pattern We Used to Build a Real AI Agent.

#rag #ai #llm #python

2 min read

Aug 13

"Stop Breaking Context: Smarter Text Chunking for Python NLP Projects"

#python #nlp #opensource #rag

2 min read

Estevão Machado

Aug 17

Evolving My AI Journal: From Python MCPs to Rust Scripts and Claude Code

#rust #claudecode #devjournal #rag

9 min read

Aug 12

Crafting a Monster Hunter Wilds AI Assistant: Scrapy, Vector Search & Prompt Engineering

#llm #rag #webscraping #vectordatabase

8 min read

Aug 12

The hidden cost of evaluation loops

#ai #machinelearning #rag #devrel

1 min read

Dev J. Shah 🥑

Aug 26

How Retrieval Algorithms Shape Better LLM Responses?

#ai #llm #rag

3 min read

Jayant Harilela

Aug 12

NuMarkdown-8B-Thinking: The Open-Source Reasoning OCR that Converts PDFs to Auditable Markdown for Enterprise RAG Pipelines

#ocr #vlm #rag #sft

10 min read

Davide De Sio for AWS Community Builders

Sep 2

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

#rag #aws #s3 #serverless

5 min read

Ayush

Aug 10

🧠 GenAI as a Backend Engineer: Part 3 — RAG with LlamaIndex

#ai #python #rag

4 min read

KL3FT3Z

Sep 1

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

#ai #cybersecurity #rag #llm

12 min read

Aug 9

Building NeuroStash - VI

#rag #nlp #langchain #python

3 min read

Zack

Aug 8

Building with Generative AI: Lessons from 5 Projects Part 1: RAG

#ai #rag #learning #programming

8 min read

Manik Aggarwal for SOL

Aug 8

How to make Cursor an Agent that Never Forgets and 10x your productivity

#rag #cursor #mcp #productivity

4 min read

Gedion Daniel for AWS Community Builders

Aug 8

How the Pool Pattern Works in Multi-tenant RAG

#rag #aws #ai #programming

2 min read

Aug 12

SuperOptiX Memory: A Practical Guide for Building Agents That Remember

#ai #llm #rag #memory

6 min read

Prathap Daniel Rajasooriyar

Aug 28

From Markdown to Meaning: Turn Your Obsidian Notes into a Conversational Database Using LangChain, Python, and ChromaDB

#rag #chromadb #langchain #obsidian

13 min read

PSBigBig

Aug 6

🤯 Why Your RAG System with FAISS Is Still Failing — and How to Actually Fix It

#rag #programming #tutorial #opensource

3 min read

Aug 5

Building NeuroStash - V

#fastapi #python #api #rag

4 min read

Fahad Shah

Aug 4

🐍 How I Built a Terminal Knowledge Crawler in Pure Python (No Frameworks)

#python #ai #rag #basic

4 min read

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