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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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The REM Cycle: What Background Memory Consolidation Actually Does
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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
RAG in Practice — Read from the beginning
Cover image for 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
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
How PageIndex Works: A Step-by-Step Technical Walkthrough
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How PageIndex Works: A Step-by-Step Technical Walkthrough

#java #llm #rag #tutorial
2
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7 min read
My RAG Pipeline Took an Hour. Here's How I Got It Down to 30 Seconds.
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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
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
1
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3 min read
RAG in Practice — Part 3: How RAG Works — The Complete Pipeline
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gursharansingh profile

RAG in Practice — Part 3: How RAG Works — The Complete Pipeline

#rag #ai #architecture #webdev
2
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9 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
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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
Why Most RAG Systems Hallucinate — And How My Hybrid Pipeline Fixes It
naresh_007 profile

Why Most RAG Systems Hallucinate — And How My Hybrid Pipeline Fixes It

#ai #rag #architecture #llm
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13 min read
Continuous Refactoring with LLMs: Patterns That Work in Production
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dextralabs profile

Continuous Refactoring with LLMs: Patterns That Work in Production

#ai #llm #rag
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4 min read
Retrieval Strategy Design: Vector, Keyword, and Hybrid Search
yaruyng profile

Retrieval Strategy Design: Vector, Keyword, and Hybrid Search

#rag
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3 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
RAG vs Fine-Tuning for LLMs (2026): What Actually Works in Production
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umesh_malik profile

RAG vs Fine-Tuning for LLMs (2026): What Actually Works in Production

#rag #finetuning #llmengineering #aiarchitecture
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6 min read
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