Weaviate Podcast
Weaviate Podcast
Weaviate
Dmitry Kan on Neural Search Frameworks - Weaviate Podcast #34
1 hour 47 minutes Posted Jan 25, 2023 at 3:04 pm.
Neural Search Pyramid Visual
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Welcome Dmitry!!
Where is Vector Search taking us?
Retail and Search
Neural Search Frameworks
Data Preprocessing, e.g. PDF to Text / OCR
Vectorizing Data
ANN Index and Database Entanglement
Hardware Accelerators for Vector Search
Reader Layers, Q&A, Ranking, …
ChatGPT in Neural Search Frameworks
Search Result Summarization with ChatGPT
User Interfaces for Neural Search
Renaming “Vector Search”
Thank you Dmitry!!
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Show notes
I am so excited to host Dmitry Kan on the Weaviate Podcast!! Dmitry is a world class expert on emerging trends in search technology! This podcast reflects on Dmitry's latest characterization of the field, the Neural Search Pyramid. This describes the different components involved with building a Deep Learning-powered Search experience from the Approximate Nearest Neighbor index algorithms, to Database functionality,  LLM orchestration, Vectorization optimization, Data preprocessing, User Interface, and many more! We also concluded the podcast with an interesting debate around renaming "Vector Search" to something else that reaches a broader audience. I really hope you enjoy the podcast, thank you so much for listening! Please see the links below to Dmitry's recent content and the Weaviate Podcast Search App!
Links:
Dmitry's Keynote at Haystack Europe 2022, Where Vector Search is Taking Us - https://www.youtube.com/watch?v=2o8-dX__EgU
Dmitry's latest blog post on Neural Search Frameworks: A Head-to-Head Comparison - https://dmitry-kan.medium.com/neural-search-frameworks-a-head-to-head-comparison-976aa6662d20.
Search through this episode of the Weaviate Podcast! - https://github.com/weaviate/weaviate-podcast-search
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