Read the abstract ➤ https://www.conf42.com/Python_2024_Duncan_Blythe_superduperdb_database Other sessions at this event ➤ https://www.conf42.com/python2024 Join Discord ➤ https://discord.gg/DnyHgrC7jC Support our mission ➤ https://www.conf42.com/support Chapters 0:00 intro 0:20 preamble 0:57 data and ai live in separate silos 1:24 bringing machine learning to production is very complicated 1:59 ai needs and vector search need to be integrated directly with the data source to remove overhead 2:30 superduperdb brings ai to the database 2:51 building, deploying and managing ai applications without moving data 3:17 superduperdb: the centerpiece of the modern data-centric ai stack 4:13 all-in-one platform for all data-centric enterprise ai use-cases 4:43 python-first: build for developers with the ecosystem in mind 5:05 open-source: free apache 2.0 software 5:24 how superduperdb works code to: 8:23 - connect 8:43 - code to query 9:25 - code to create custom datatype 10:09 - code to create inline model 10:09 - code to map model to superduperdb 11:52 - create custom superduperdb model 12:36 - apply model 13:04 - apply model to data updates in real time 13:43 - create vector-index 14:07 - create superduperdb stack 14:28 - parametrize superduperdb stack 15:09 - share superduperdb app 15:25 setup even the most complex ai workflows effortlessly 21:56 learn more