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Will LLMs Kill Search? The Future of Information Retrieval

Aleksa Gordić - The AI Epiphany via YouTube

Overview

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A technical discussion of how large language models may change search, covering retrieval-augmented generation, limitations of lexical search, multilingual embedding models, complex data, and reranking.

Syllabus

Intro
Why is fine-tuning a bad idea
RAG - retrieval augmented generation
Issues with lexical search
Multilingual Embed Model
Search On More Complex Data
Cohere-Rerank
Conclusion
Q&A section

Taught by

Aleksa Gordić - The AI Epiphany

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