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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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Building Production-Ready AI Document Processing Pipelines with RAG
padawanabhi profile

Building Production-Ready AI Document Processing Pipelines with RAG

#rag #langchain #openai #vectordatabases
1
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26 min read
The REM Cycle: What Background Memory Consolidation Actually Does
vektor_memory_43f51a32376 profile

The REM Cycle: What Background Memory Consolidation Actually Does

#ai #agents #llm #rag
1
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2 min read
GPU-Bridge + LlamaIndex: Embeddings and Reranking in One Line
gpubridge profile

GPU-Bridge + LlamaIndex: Embeddings and Reranking in One Line

#llamaindex #rag #python #ai
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2 min read
RAG in Practice — Read from the beginning
gursharansingh profile

RAG in Practice — Read from the beginning

#rag #ai #architecture #webdev
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2 min read
Graph RAG vs Vector RAG: A Practitioner's Guide to Choosing the Right Architecture
sriharsha_makineni profile

Graph RAG vs Vector RAG: A Practitioner's Guide to Choosing the Right Architecture

#ai #llm #rag #architecture
2
Comments 1
3 min read
My RAG Pipeline Took an Hour. Here's How I Got It Down to 30 Seconds.
prithvi_rajan_222 profile

My RAG Pipeline Took an Hour. Here's How I Got It Down to 30 Seconds.

#django #python #rag #architecture
2
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3 min read
Everyone Suddenly Said “RAG is Dead”
techwithhari profile

Everyone Suddenly Said “RAG is Dead”

#ai #machinelearning #algorithms #rag
3
Comments 1
3 min read
Build a Production-Ready RAG System Over Your Own Documents in 2026 – A Practical Tutorial
dharshan_a_23835c7dc05682 profile

Build a Production-Ready RAG System Over Your Own Documents in 2026 – A Practical Tutorial

#ai #llm #rag #tutorial
Comments 2
3 min read
Your RAG pipeline is only as good as the shit you put in your vector database
ksirailway_base profile

Your RAG pipeline is only as good as the shit you put in your vector database

#ai #rag #langchain #machinelearning
1
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2 min read
How I Built a Smart Q&A Bot for a Local Music Venue in a Weekend — A Practical Introduction to RAG Systems
clint-westbrook profile

How I Built a Smart Q&A Bot for a Local Music Venue in a Weekend — A Practical Introduction to RAG Systems

#llm #python #rag #tutorial
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31 min read
Continuous Refactoring with LLMs: Patterns That Work in Production
dextralabs profile

Continuous Refactoring with LLMs: Patterns That Work in Production

#ai #llm #rag
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4 min read
Vector Graph RAG: Multi-Hop RAG Without a Graph Database
chen_zhang_bac430bc7f6b95 profile

Vector Graph RAG: Multi-Hop RAG Without a Graph Database

#vectordatabase #llm #python #rag
1
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4 min read
Open Source Project of the Day (Part 28): Graphiti - Building Real-Time Knowledge Graphs for AI Agents
wonderlab profile

Open Source Project of the Day (Part 28): Graphiti - Building Real-Time Knowledge Graphs for AI Agents

#ai #agents #llm #rag
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7 min read
## I Built an AI Tourism Assistant for Kenya Using RAG, pgvector, and Streamlit
john_analytics profile

## I Built an AI Tourism Assistant for Kenya Using RAG, pgvector, and Streamlit

#rag #postgres #etl #data
2
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3 min read
LedgerMind v3.0: Knowledge That Lives, Breathes, and Dies on Purpose
sl4m3 profile

LedgerMind v3.0: Knowledge That Lives, Breathes, and Dies on Purpose

#ai #rag #automation #agents
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12 min read
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