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🤖 Topic 73: Project — RAG Chatbot

Course: NLP Advanced — Section 9: Projects & Career Topic: 73 of 75 | Prev:…

Overview

🤖 Topic 73: Project — RAG Chatbot — Quick Facts

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Topic 1

🎯 Project Overview

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Goal: Retrieval Augmented…

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RAG = Documents retrieve karo →…

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Problem RAG solves: LLM…

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Pipeline: Documents → Chunk →…

Topic 2

🔄 RAG Architecture

💡 ` ┌──────────────────────────────────────────────────────────────┐ │ RAG Chatbot…

Topic 3

🐍 Complete Python Implementation

🎯 `python ============================================================ Project: RAG Chatbot…

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📊 RAG vs Fine-tuning

⭐ | Aspect | RAG | Fine-tuning | |--------|-----|-------------| | Knowledge update |…

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❓ Quiz — 5 MCQs

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A) Faster

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B) Reduces hallucination — real…

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C) Cheaper

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D) Simpler code

Topic 6

🔗 Navigation

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Comparison

📊 RAG vs Fine-tuning

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Knowledge update: Instant (add docs)

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Hallucination: Low (grounded)

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Cost: Vector DB + API calls

Quick Quiz

Quiz — Question 1

🤖 Topic 73: Project — RAG Chatbot ka sabse sahi definition kya hai?

Complete! 🎉

🤖 Topic 73: Project — RAG Chatbot Complete!

Aliens School · HIEN · Cinematic Knowledge

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