Retrieval-Augmented Generation (RAG)

Instructor: Self-paced Online Course

Language: English

Validity Period: Lifetime

€49

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Description:

The Retrieval-Augmented Generation (RAG) course explores the cutting-edge techniques in natural language processing that combine information retrieval with text generation models. Learn how RAG models revolutionize information synthesis and question answering tasks through a combination of retrieval and generation processes.

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	Videos
		Need for RAG 9:00
		RAG Architecture 3:00
		Augmentation and Generation 10:00
		Querying Techniques - Rewriting 8:00
		Querying Techniques - Sub Query 6:00
		Querying Techniques - Step-back Query 4:00
		Querying Techniques - HyDE 3:00
		Routing and Indexing 15:00
		Retrieval Framework- ColBERT 3:00
		Retrieval Unit 16:00

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Retrieval-Augmented Generation (RAG)

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