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🔍 Topic 54: Retrieval Augmented Generation (RAG)

Course: NLP Advanced — Section 6: Advanced NLP Topic: 54 of 75 | Prev: 53-Speech-NLP.md | Next:…

Overview

🔍 Topic 54: Retrieval Augmented Generation (RAG) — Quick Facts

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Topic 1

🎯 Overview

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RAG = Retrieval Augmented…

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Problem: LLM hallucinate karte…

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Solution: pehle relevant documents…

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Pipeline: Query → Retriever…

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🔄 RAG Pipeline Architecture

💡 ` ┌──────────────────────────────────────────────────────────────┐ │ RAG (Retrieval…

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🐍 Complete Python Implementation

🎯 `python ============================================================ RAG (Retrieval…

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📊 RAG Patterns Comparison

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❓ Quiz — 5 MCQs

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A) Model training speed

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B) LLM hallucination + outdated…

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C) Image generation

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D) Code compilation

Topic 6

🔗 Navigation

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Comparison

📊 RAG Patterns Comparison

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Naive RAG: Basic vector

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Advanced RAG: Hybrid

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Modular RAG: Pluggable

Quick Quiz

Quiz — Question 1

🔍 Topic 54: Retrieval Augmented Generation (RAG) ka sabse sahi definition kya hai?

Complete! 🎉

🔍 Topic 54: Retrieval Augmented Generation (RAG) Complete!

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