Advanced RAG techniques for developers

Опубликовано 31 октября 2024, 16:01

Advanced RAG Techniques→ goo.gle/4dQTxQP
Combining Semantic & Keyword Search → goo.gle/3NuYQuz
Task Type Embedding → goo.gle/3AfAlOS

Unlock the full potential of Retrieval Augmented Generation (RAG) with advanced techniques or enhancing the quality of responses from large language models (LLMs). Watch along as Aja and Jason from Googler delve into methods for optimizing LLM interactions, including data preprocessing, diverse retrieval methods, and leveraging multiple LLM calls for enhanced accuracy and relevance.

Chapters:
0:00 - Welcome to advanced RAG
0:29 - Context matters
1:03 - Pre-processing & storage
3:53 - Retrieval
4:47 - Reranking
6:38 - Calling the LLM
7:32 - Conclusion

Watch more Real Terms for AI → goo.gle/AIwordsExplained
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Speakers: Jason Davenport, Aja Hammerly
Products Mentioned: Cloud - AI and Machine Learning - AI building blocks