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

Sep 3

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

#ai #llm #rag #python

5 min read

sunny

Sep 2

GitHub Stars program

#ai #webdev #rag #programming

3 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

Saravanan Ramupillai

Sep 3

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

#ai #rag #llm #sdl

3 min read

Aug 31

Processing Mode

#machinelearning #ai #rag #nlp

3 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

David Mezzetti for NeuML

Aug 28

💡 What's new in txtai 9.0

#ai #llm #rag #vectordatabase

5 min read

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

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

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

Charles Zhang for Methodox Technologies, Inc.

Aug 20

DevLog 20250820: Towards Unified Chat Gateway

#openai #rag #llm #mcp

6 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

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

#rag #aws #s3 #serverless

5 min read

Cover image for Build a RAG application with LangChain and Local LLMs powered by Ollama

Aug 22

Build a RAG application with LangChain and Local LLMs powered by Ollama

#python #langchain #rag #ai

8 min read

Aug 18

What Two Years of Bootstrapping an AI Startup in India Taught Us

#ai #startup #rag

3 min read

Cover image for Implementing RAG with LlamaIndex: Enterprise LLMs That Understand Your Data

Dmitry Baraishuk

Aug 18

Implementing RAG with LlamaIndex: Enterprise LLMs That Understand Your Data

#rag #llamaindex #llm #aiingeneering

8 min read

Cover image for Building a Document QA System with Supavec and Gaia

Harish Kotra (he/him) for Gaia

Aug 18

Building a Document QA System with Supavec and Gaia

#gaia #supavec #rag #ai

3 min read

Cover image for Bring Your Own RAG

Gary Smith

Aug 30

Bring Your Own RAG

#genai #rag #mcp #promptengineering

2 min read

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

Aug 30

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

#ai #internet #monitoring #rag

3 min read

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