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🔍 Topic 23: RAG Products

Course: AI Product — Section 3: LLM & GenAI Product Management Topic: 23 of 70 | Prev:…

Overview
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🔍 Topic 23: RAG Products — Quick Facts

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Prev: [22-Prompt-Engineering-For-PMs.md](22-Prompt-Engineering-For-PMs.md): Next: 24-AI-Agents-Products.md

Topic 1
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🎯 Overview

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RAG = Retrieval Augmented…

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Problem: LLMs hallucinate + don't…

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Solution: Retrieve relevant docs →…

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PM perspective: RAG =…

Topic 2
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📊 RAG Architecture

💡 ` ┌──────────────────────────────────────────────────────────┐ │ RAG PIPELINE (PM View) │…
Topic 3
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🐍 RAG Product Framework

🎯 `python from dataclasses import dataclass, field from enum import Enum import hashlib…
Topic 4
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❓ Quiz — 5 MCQs

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A) Speed

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B) RAG documents ko real-time…

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C) Model training

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D) Cost reduce

Topic 5
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🔗 Navigation

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