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🏗️ Topic 30: RAG Pipeline — End-to-End Implementation

Course: LLM Engineering — Pair 30/80 Section: 4 — RAG Systems Level: ⭐⭐⭐⭐ Advanced Prev:…

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🎯 Is Topic Me Kya Seekhoge?

📚 ` ┌─────────────────────────────────────────────────────────────────┐ │ ✅ Complete RAG…
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📚 1. Complete RAG Pipeline Architecture

💡 ` ┌────────────────────────────────────────────────────────────────────────┐ │ INGESTION…
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📚 2. Pipeline Components Deep Dive

🎯 📊 Component Responsibilities `…
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💻 3. Complete Python Implementation

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Multi-format document ingestion

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Configurable chunking

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Embedding generation + caching

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Multi-strategy retrieval (dense,…

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📊 4. Production Checklist

🔑 ` ┌────────────────────────────────────────────────────────────────┐ │ Category │ Item │…
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🧠 5. Quiz Time!

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A) Training + Inference

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B) Ingestion (offline) + Query…

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C) Encoding + Decoding

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D) Map + Reduce

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🌟 ⬅️ Previous: 29-Retrieval-Strategies.md ➡️ Next: 31-RAG-Evaluation.md 🏗️ RAG pipeline =…
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🏗️ Topic 30: RAG Pipeline — End-to-End Implementation ka sabse sahi definition kya hai?

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