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Vector search and state of the art retrieval for Generative AI apps | BRK206H

Microsoft Events
135K subscribers
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15K views 1 year ago #MSIgnite
Generative AI apps are powered by a combination of reasoning and knowledge. In this in-depth session we’ll dive into knowledge retrieval, the role of vector search, how hybrid search and reranking models improve relevance, and how recent improvements make it easier to prepare and ingest data into knowledge bases. We’ll ground concepts with live code and data from our extensive evaluations on retrieval quality. To learn more, please check out these resources:  …...more
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Vector search and state of the art retrieval for Generative AI apps | BRK206H
299Likes
15,189Views
2023Nov 20
Generative AI apps are powered by a combination of reasoning and knowledge. In this in-depth session we’ll dive into knowledge retrieval, the role of vector search, how hybrid search and reranking models improve relevance, and how recent improvements make it easier to prepare and ingest data into knowledge bases. We’ll ground concepts with live code and data from our extensive evaluations on retrieval quality. To learn more, please check out these resources: 𝗦𝗽𝗲𝗮𝗸𝗲𝗿𝘀:
  • Pablo Castro
  • Farzad Sunavala
  • Liam Cavanagh
  • Ed Donahue
  • Gia Mondragon
  • Allison Sparrow
𝗦𝗲𝘀𝘀𝗶𝗼𝗻 𝗜𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻: This video is one of many sessions delivered for the Microsoft Ignite 2023 event. View sessions on-demand and learn more about Microsoft Ignite at https://ignite.microsoft.com BRK206H | English (US) | AI & Apps #MSIgnite

Microsoft Events

135K subscribers