Retrieval-Augmented Generation

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Ahmed Ali
18 Labs

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Course Content

Why RAG?

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Lab 1

RAG & it's Components

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Lab 2

What is Semantic Search?

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Lab 3

Vector Store and Embeddings

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Lab 4

Quiz 1

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Quiz 1

RAG & its Real-World Use Cases

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Lab 5

RAG End-to-End Workflow & Tools

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Lab 6

RAG Concepts & Code Snippets

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Lab 7

Quiz 2

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Quiz 2

RAG Code Lab Part 1

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Lab 8

RAG Code Lab Part 2

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Lab 9

Standalone LLM vs RAG

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Lab 10

Debugging RAG Pipeline

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Lab 11

Quiz 3

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Quiz 3

RAG Evaluation

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Lab 12

RAG Evaluation Implementation Part 1

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Lab 13

RAG Evaluation Implementation Part 2

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Lab 14

Quiz 4

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Quiz 4