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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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Sep 6

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

#rag #ollama #granite #llama

12 min read

GitHubOpenSource

Aug 3

HelixDB: The Blazing-Fast Graph-Vector Database You Need to Check Out!

#graph #vector #rag #rust

2 min read

Cover image for Couchbase Weekly Updates - September 5, 2025

Brian King for Couchbase

Sep 5

Couchbase Weekly Updates - September 5, 2025

#couchbase #rag #mobile #promptengineering

3 min read

Saravanan Ramupillai

Sep 3

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

#ai #rag #llm #sdl

3 min read

Cover image for Vector Database: Core Concepts

Sep 4

Vector Database: Core Concepts

#vectordatabase #elasticsearch #rag #python

4 min read

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

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

Sep 2

GitHub Stars program

#ai #webdev #rag #programming

3 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

Jul 29

Building NeuroStash - III

#rag #fastapi #python #database

5 min read

Cover image for Repocks: Enable RAG from In-Repo Documentation

Boke0 / Taigen Takeshita

Aug 2

Repocks: Enable RAG from In-Repo Documentation

#vibecoding #rag #mcp #ai

3 min read

yang yaru

Jul 28

Retrieval Technique Series-6.A Discourse on Design in High-Performance Retrieval Systems

#rag

4 min read

Cover image for 🧠 Build Your Own Document Q&A Assistant with GPT, Redis & Docker

Suliman Munawar khan

Jul 27

🧠 Build Your Own Document Q&A Assistant with GPT, Redis & Docker

#rag #openai #angular #docker

3 min read

Jul 27

Building Neurostash - I

#rag #fastapi #python #aws

5 min read

Aug 29

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

#rag #llm #beginners #ai

5 min read

Theo Bloomquist

Jul 26

Automation & Optimization of Grocery Shopping

#ai #mcp #mlhgrad #rag

1 min read

Cover image for 🧠OrKA-Reasoning: How Workflow Execution Really Works

marcosomma

Aug 29

🧠OrKA-Reasoning: How Workflow Execution Really Works

#ai #rag #programming #opensource

4 min read

David Mezzetti for NeuML

Aug 28

💡 What's new in txtai 9.0

#ai #llm #rag #vectordatabase

5 min read

Jul 26

Snowflake AI_EMBED Function - Your Gateway to Unified Multimodal Vector Search

#snowflake #vectordatabase #multimodal #rag

5 min read

Aug 28

Code Generation with ‘Graph RAG’, AstraDB and gpt-oss

#astradb #gptoss #rag #llm

18 min read

Cover image for Benchmarking LLM Search APIs: Tavily vs Web Search Plus vs OpenAI Web Search

leonlee723

Jul 26

Benchmarking LLM Search APIs: Tavily vs Web Search Plus vs OpenAI Web Search

#openai #llm #rag #webscraping

4 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 Sub-millisecond similarity search on IVF indexes with PDX

Jul 25

Sub-millisecond similarity search on IVF indexes with PDX

#similaritysearch #vectordatabase #programming #rag

6 min read

Cover image for Building Production RAG in 2025: Lessons from 50+ Deployments

Aug 16

Building Production RAG in 2025: Lessons from 50+ Deployments

#ai #llm #rag #l2

2 min read

Cover image for RAG Chatbot - MoviesGPT

Harith Y

Jul 24

RAG Chatbot - MoviesGPT

#rag #ai #chatbot #llm

2 min read

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