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Vector Podcast

Vector Podcast

Dmitry Kan
Uitgebracht: 2022-12-21
© Vector Podcast 2021
Vector Podcast - QR Code
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16 afleveringen
Audio
Luister in Apple Podcasts
Gratis0%
16 afleveringen
Audio
Luister in Apple Podcasts
Uitgebracht: 2022-12-21
© Vector Podcast 2021
Meest recente aflevering
Yaniv Vaknin - Director of Product, Searchium - Hardware accelerated vector search

Yaniv Vaknin - Director of Product, Searchium - Hardware accelerated vector search

Tijd: 1:13:31
Afspelen
00:00 Introduction
01:11 Yaniv’s background and intro to Searchium & GSI
04:12 Ways to consume the APU acceleration for vector search
05:39 Power consumption dimension in vector search
7:40 Place of the platform in terms of applications, use cases and developer experience
12:06 Advantages of APU Vector Search Plugins for Elasticsearch and OpenSearch compared to their own implementations
17:54 Everyone needs to save: the economic profile of the APU solution
20:51 Features and ANN algorithms in the solution
24:23 Consumers most interested in dedicated hardware for vector search vs SaaS
27:08 Vector Database or a relevance oriented application?
33:51 Where to go with vector search?
42:38 How Vector Search fits into Search
48:58 Role of the human in the AI loop
58:05 The missing bit in the AI/ML/Search space
1:06:37 Magical WHY question
1:09:54 Announcements
- Searchium vector search: https://searchium.ai/
- Dr. Avidan Akerib, founder behind the APU technology: https://www.linkedin.com/in/avidan-akerib-phd-bbb35b12/
- OpenSearch benchmark for performance tuning: https://betterprogramming.pub/tired-of-troubleshooting-idle-search-resources-use-opensearch-benchmark-for-performance-tuning-d4277c9f724
- APU KNN plugin for OpenSearch: https://towardsdatascience.com/bolster-opensearch-performance-with-5-simple-steps-ca7d21234f6b
- Multilingual and Multimodal Search with Hardware Acceleration: https://blog.muves.io/multilingual-and-multimodal-vector-search-with-hardware-acceleration-2091a825de78
- Muves talk at Berlin Buzzwords, where we have utilized GSI APU: https://blog.muves.io/muves-at-berlin-buzzwords-2022-3150eef01c4
- Not All Vector Databases are made equal: https://towardsdatascience.com/milvus-pinecone-vespa-weaviate-vald-gsi-what-unites-these-buzz-words-and-what-makes-each-9c65a3bd0696
Episode on YouTube: https://youtu.be/EerdWRPuqd4
Podcast design: Saurabh Rai: https://twitter.com/srvbhr
Aflevering-ID: 1000590913491
GUID: 73b8b032-ef08-42da-a10f-098f15723f49
Releasedatum: 21-12-2022 21:35:43

Beschrijving

Vector Podcast is here to bring you the depth and breadth of Search Engine Technology, Product, Marketing, Business. In the podcast we talk with engineers, entrepreneurs, thinkers and tinkerers, who put their soul into search.
Depending on your interest, you should find a matching topic for you -- whether it is deep algorithmic aspect of search engines and information retrieval field, or examples of products offering deep tech to its users.
"Vector" -- because it aims to cover an emerging field of vector similarity search, giving you the ability to search content beyond text: audio, video, images and more.
"Vector" also because it is all about vector in your profession, product, marketing and business.

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