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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 What is Context Engineering?

Carly Richmond for Elastic

Sep 9

What is Context Engineering?

#ai #elasticsearch #rag

12 min read

Tamás Bereczki

Sep 9

Spring AI: How to use Generative AI and apply RAG?

#ai #springboot #rag #java

10 min read

Cover image for RAG: experiments with prompting using 3 LLM's

Oct 1

RAG: experiments with prompting using 3 LLM's

#privacy #rag #ai #llm

8 min read

Oct 1

Embedded Intelligence: How SQLite-vec Delivers Fast, Local Vector Search for AI.

#sqlite #sqlitevec #rag #vectordatabase

7 min read

Cover image for We built memory for AI apps focusing on individuals and achieved SOTA (88.24%) on LoCoMo benchmark

Manik Aggarwal for SOL

Sep 8

We built memory for AI apps focusing on individuals and achieved SOTA (88.24%) on LoCoMo benchmark

#rag #llm #chatgpt #memory

2 min read

Cover image for LLPY-02: Configurando un Entorno de Desarrollo Moderno con UV

Jesus Oviedo Riquelme

Sep 30

LLPY-02: Configurando un Entorno de Desarrollo Moderno con UV

#tutorial #rag #python #tooling

5 min read

Cover image for AWS User Group Chennai Meetup - Session 3: A Serverless AI-Powered e-Learning Assistant

N Chandra Prakash Reddy for AWS Community Builders

Oct 7

AWS User Group Chennai Meetup - Session 3: A Serverless AI-Powered e-Learning Assistant

#aws #ai #serverless #rag

6 min read

Kirill Polishchuk

Sep 4

Building a 'Chat with Your Logs' System on AWS Using OpenSearch Serverless and Bedrock

#ai #serverless #vectordatabase #rag

7 min read

Cover image for The Next Evolution of Code Agents is Coming

Timothy Smith (Zerovapor)

Sep 17

The Next Evolution of Code Agents is Coming

#ai #openai #rag #machinelearning

5 min read

Cover image for RAG Firewall: The missing retrieval-time security layer for LLMs (v0.4.1)

Tal

Sep 4

RAG Firewall: The missing retrieval-time security layer for LLMs (v0.4.1)

#rag #security #machinelearning #llm

2 min read

Cover image for Why Agents, Not Just LLMs?

Sep 4

Why Agents, Not Just LLMs?

#ai #rag #langchain #python

2 min read

Cover image for Building a Local Documentation Chatbot with Python, FAISS, and OpenAI

Sep 8

Building a Local Documentation Chatbot with Python, FAISS, and OpenAI

#llm #rag #python #ai

7 min read

Cover image for Spring AI: An Engineer’s Answer to the HR Black Hole

Sep 15

Spring AI: An Engineer’s Answer to the HR Black Hole

#rag #spring #ai #llm

13 min read

Cover image for Supercharge Your Terminal: ShellGPT + ChromaDB + LangChain for Context-Aware Automation

Prathap Daniel Rajasooriyar

Sep 1

Supercharge Your Terminal: ShellGPT + ChromaDB + LangChain for Context-Aware Automation

#rag #chromadb #shellgpt #langchain

9 min read

Michal Rogowski

Sep 29

Optimize your website to get more AI citations

#webdev #ai #seo #rag

8 min read

Aug 31

Processing Mode

#machinelearning #ai #rag #nlp

3 min read

Cover image for RAG for Dummies

NgetichB

Sep 13

RAG for Dummies

#rag #machinelearning

2 min read

Cover image for Ask Your Video: Build a Containerized RAG Application for Visual and Audio Analysis

Elizabeth Fuentes L for AWS

Sep 23

Ask Your Video: Build a Containerized RAG Application for Visual and Audio Analysis

#rag #ai #python #beginners

7 min read

Cover image for Vector Databases Guide: RAG Applications 2025

Oct 2

Vector Databases Guide: RAG Applications 2025

#ai #rag #llm #machinelearning

10 min read

David Mezzetti for NeuML

Aug 28

💡 What's new in txtai 9.0

#ai #llm #rag #vectordatabase

5 min read

Cover image for How I Built an AI Workspace To Help Students & Researchers

Sep 10

How I Built an AI Workspace To Help Students & Researchers

#ai #rag #learning #startup

2 min read

PSBigBig

Aug 28

Day 7 — FAISS empty vectors, metric mismatch, and recall collapse (ProblemMap No.8)

#rag #vectordatabase #programming #ai

3 min read

Cover image for How We Used RAG to Power an AI-First Internal Tool Builder

Aug 31

How We Used RAG to Power an AI-First Internal Tool Builder

#ai #rag #saas #machinelearning

2 min read

Aug 27

AI Made Simple: Understanding LLMs, RAG, and MCP Servers 🤖

#llm #mcp #rag #ai

2 min read

Cover image for 🚀 Sample RAG app with Strands, Reflex and S3

Shakir for AWS Community Builders

Sep 29

🚀 Sample RAG app with Strands, Reflex and S3

#aws #rag #vectordatabase #llm

2 min read

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