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what about generative ai?!
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Vector Ops: Running Vector Embedding-Powered Apps in Production
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- 1 intro
- 2 preface
- 3 building vector-powered apps
- 4 what did we lose with language?
- 5 natural language is a bottleneck
- 6 natural language is ambiguous
- 7 vectors are better! mostly
- 8 search before vectors
- 9 recommendations before vectors
- 10 search & recommendations with vectors
- 11 approximate nearest neighbours?
- 12 it can be measured
- 13 building the content vectors...
- 14 ...and user vectors in the same space!
- 15 let ann do the heavy lifting
- 16 query manager on top
- 17 what will you need to get started & MVP?
- 18 towards a #vectorops platform
- 19 what about generative ai?!
- 20 chat and chains!
- 21 what the frig?
- 22 agents & memory!
- 23 let's connect!
