Name: Retrieval-Augmented Generation (RAG)
Brand: Amit
SKU: 68380444ac137e437984141d
Price: 299 EUR
Availability: InStock

Retrieval-Augmented Generation (RAG)

Technology that drives conversational AI chatbots, the topmost GenAI use case

Instructor: Self-paced Online Course (2 hours)

Language: English

Validity Period: Lifetime

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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	Section 1: Video Lectures
		1. Need for RAG 9:00
		2. RAG Architecture 3:00
		3. Retrieval Unit 16:00
		4. Augmentation and Generation Unit 10:00
		5. Querying Techniques - Rewriting 8:00
		6. Querying Techniques - Sub Query 6:00
		7. Querying Techniques - Step-back Query 4:00
		8. Querying Techniques - HyDE 3:00
		9. Routing and Indexing 15:00
		10. Retrieval Framework- ColBERT 3:00
	Section 2: Quiz
	Section 3: Additional Resources
	Section 4: Practical Skills
	Section 5: AI Tools

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Retrieval-Augmented Generation (RAG)

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