Apple Intelligence & Advanced RAG (Practical AI #275)
Daniel & Chris engage in an impromptu discussion of the state of AI in the enterprise. Then they dive into the recent _Apple Intelligence_ announcement to explore its implications. Finally, Daniel leads a deep dive into a new topic - Advanced RAG - covering everything you need to know to be practical & productive.
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Chapters
- 0:00 Welcome to Practical AI
- 0:44 Sponsor: Neo4j
- 2:06 Staying fully connected
- 2:54 Our past predictions
- 3:59 Reality of adopting AI
- 6:14 Shifting roles
- 9:12 Realizing usability
- 11:39 Full stack AI development
- 13:27 Sponsor: Plumb
- 15:06 Apple Intellegence
- 20:01 Closed model concerns
- 24:09 Balancing privacy & performance
- 29:09 Sponsor: Backblaze
- 31:14 RAG pipelines
- 36:14 How to improve your RAG
- 40:00 Hybrid search
- 41:44 Re-ranking
- 43:57 It's been fun!
- 44:19 Outro
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This episode is 45 minutes long.
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This episode was published on June 25, 2024.
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