Skip to content

Forem

# 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.

👋 Sign in for the ability to sort posts by relevant, latest, or top.

Cover image for RAG-Powered Chat: OpenAI & ChromaDB Integration

Gabriel Melendez

Sep 10

RAG-Powered Chat: OpenAI & ChromaDB Integration

#rag #python #ai #webdev

5 min read

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

Ben H (RootUser)

Sep 10

How I Built an AI Workspace To Help Students & Researchers

#ai #rag #learning #startup

2 min read

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 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

Sep 6

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

#rag #ollama #granite #llama

12 min read

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

Sep 9

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?

Sep 9

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

Sep 9

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

#ai #rag #machinelearning #data

7 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 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 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

Aug 31

Processing Mode

#machinelearning #ai #rag #nlp

3 min read

David Mezzetti for NeuML

Aug 28

💡 What's new in txtai 9.0

#ai #llm #rag #vectordatabase

5 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

Aug 26

is RAG dead? nope—it learned to drive

#ragflow #qdrant #rag #pinecone

1 min read

Cover image for 🤖 AI Web Scraper & Q&A

Aug 26

🤖 AI Web Scraper & Q&A

#programming #ai #rag #langchain

4 min read

PSBigBig

Aug 26

Semantic Embedding in RAG: why close vectors still miss meaning and how to fix it

#vectordatabase #machinelearning #rag #ai

4 min read

Aug 29

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

#rag #llm #beginners #ai

5 min read

Akan

Aug 28

Let's Build a Voice RAG System That Actually Works 🎉

#rag #audio #programming #machinelearning

20 min read

Cover image for Driving AI Visibility in Search with Smart LLM Optimization

Lollypop Design

Aug 27

Driving AI Visibility in Search with Smart LLM Optimization

#news #ai #rag #tutorial

9 min read

loading...