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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 RAG FOR DUMMIES

techit

Sep 16

RAG FOR DUMMIES

#rag #ai

2 min read

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

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

Cover image for RAG-based Presentation Generator built with Kiro

Vivek V. for kirodotdev

Sep 15

RAG-based Presentation Generator built with Kiro

#kiro #s3vectors #rag #bedrock

6 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

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

Aug 27

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

#aidevelopmentcost #rag #customllm #llm

3 min read

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

Aug 13

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

#python #nlp #opensource #rag

2 min read

Sep 16

Moving Your Vector Database from ChromaDB to Milvus

#rag #milvus #chromadb #vectordatabase

10 min read

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

Estevão Machado

Aug 17

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

#rust #claudecode #devjournal #rag

9 min read

Sep 16

Comprehensive Guide to Selecting the Right RAG Evaluation Platform

#tooling #rag #testing #llm

7 min read

Cover image for Build a Production Multi-Agent System with LangGraph and LaunchDarkly in 20 Minutes

Scarlett Attensil for LaunchDarkly

Sep 19

Build a Production Multi-Agent System with LangGraph and LaunchDarkly in 20 Minutes

#langgraph #python #launchdarkly #rag

9 min read

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

Aug 12

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

#llm #rag #webscraping #vectordatabase

8 min read

Cover image for Extending AI Agents by Adding Infinite Context Memory

Sep 17

Extending AI Agents by Adding Infinite Context Memory

#ai #llm #rag

3 min read

Aug 12

The hidden cost of evaluation loops

#ai #machinelearning #rag #devrel

1 min read

Espoir Murhabazi

Sep 24

Batch Vector Search with PgVector and PostgreSQL Using Cross Lateral Joins

#postgres #pgvectorvectorsearch #ai #rag

6 min read

Cover image for The Missing Link: How to Retrieve Full Documents with AWS S3 Vectors

Matthieu Lienart

Sep 14

The Missing Link: How to Retrieve Full Documents with AWS S3 Vectors

#aws #rag #vectordatabase

3 min read

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

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

Sep 3

Does anyone know what will be sent to LLM when I use Github copilot?

#ai #githubcopilot #github #rag

1 min read

Cover image for From Brittle to Brilliant: A Developer's Guide to Building Trustworthy Graph RAG with Local LLMs

Sep 13

From Brittle to Brilliant: A Developer's Guide to Building Trustworthy Graph RAG with Local LLMs

#rag #tutorial #ai #llm

3 min read

sky yv

Sep 12

Lessons & Practices for Building and Optimizing Multi-Agent RAG Systems with DSPy and GEPA

#rag #llm #python #ai

6 min read

Ayush

Aug 10

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

#ai #python #rag

4 min read

Sunil_

Sep 13

Building a RAG System with Vertex AI, Pinecone, and LangChain (Step-by-Step Guide)

#webdev #javascript #ai #rag

6 min read

Aug 9

Building NeuroStash - VI

#rag #nlp #langchain #python

3 min read

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

Zack

Aug 8

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

#ai #rag #learning #programming

8 min read

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

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

Cover image for How the Pool Pattern Works in Multi-tenant RAG

Gedion Daniel for AWS Community Builders

Aug 8

How the Pool Pattern Works in Multi-tenant RAG

#rag #aws #ai #programming

2 min read

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