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Delve into the principles of retrieval augmented generation as it relates to large language models and discover how this combination enhances AI capabilities and applications

Delve into the principles of retrieval augmented generation as it relates to large language models and discover how this combination enhances AI capabilities and applications

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Retrieval Augmented Generation Tutorial

What is RAG (Retrieval Augmented Generation)? | IBM

What is RAG (Retrieval Augmented Generation)? | IBM

2024年10月21日

Introduction to retrieval augmented generation - LLM Foundations: Vector Databases for Caching and Retrieval Augmented Generation (RAG) Video Tutorial | LinkedIn Learning, formerly Lynda.com

Introduction to retrieval augmented generation - LLM Foundations: Vector Databases for Caching and Retrieval Augmented Generation (RAG) Video Tutorial | LinkedIn Learning, formerly Lynda.com

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In our Retrieval Augmented Generation course, you’ll learn how LLMs generate tokens, why they sometimes “hallucinate,” and how grounding via retrieval improves factuality. You'll also explore tradeoffs like prompt length, compute costs, and context limits, using Together AI’s open-source models to run real examples and dig into the mechanics. 🔍 Learn how LLM internals shape RAG performance: https://hubs.la/Q03G2wlq0 | DeepLearning.AI

In our Retrieval Augmented Generation course, you’ll learn how LLMs generate tokens, why they sometimes “hallucinate,” and how grounding via retrieval improves factuality. You'll also explore tradeoffs like prompt length, compute costs, and context limits, using Together AI’s open-source models to run real examples and dig into the mechanics. 🔍 Learn how LLM internals shape RAG performance: https://hubs.la/Q03G2wlq0 | DeepLearning.AI

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