Atita Arora - Search Relevance Consultant - Revolutionizing E-commerce with Vector Search скачать в хорошем качестве

Atita Arora - Search Relevance Consultant - Revolutionizing E-commerce with Vector Search

Topics: 00:00 Intro 02:20 Atita's path into search engineering 09:00 When it's time to contribute to open source 12:08 Taking management role vs software development 14:36 Knowing what you like (and coming up with a Solr course) 19:16 Read the source code (and cook) 23:32 Open Bistro Innovations Lab and moving to Germany 26:04 Affinity to Search world and working as a Search Relevance Consultant 28:39 Bringing vector search to Chorus and Querqy 34:09 What Atita learnt from Eric Pugh's approach to improving Quepid 36:53 Making vector search with Solr & Elasticsearch accessible through tooling and documentation 41:09 Demystifying data embedding for clients (and for Java based search engines) 43:10 Shifting away from generic to domain-specific in search+vector saga 46:06 Hybrid search: where it will be useful to combine keyword with semantic search 50:53 Choosing between new vector DBs and "old" keyword engines 58:35 Women of Search 1:14:03 Important (and friendly) People of Open Source 1:22:38 Reinforcement learning applied to our careers 1:26:57 The magical question of WHY 1:29:26 Announcements Show notes: OpenSource Connections: https://opensourceconnections.com/ Haystack Conference: https://haystackconf.com Chorus: https://github.com/querqy/chorus Quepid: https://quepid.com/ Querqy: https://querqy.org/ Apache Solr: https://solr.apache.org/ OpenNLP: https://opennlp.apache.org/ Rafał Kuć:   / kucrafal   Pirates of Silicon Valley: https://www.imdb.com/title/tt0168122/ https://retailtimes.co.uk/uks-biggest... Atita's talk at Berlin Buzzwords 2022: Understanding Vespa with a Lucene mindset    • Atita Arora – Understanding Vespa with a L...   Building Vector Search in Chorus: A Technical Deep Dive https://opensourceconnections.com/blo... Haystack On Tour, Kraków Feb 2023 - Atita Arora: Vectorize your E-commerce Search    • Haystack On Tour, Kraków Feb 2023 - Atita ...   Icecat dataset (~19000 products, including images), co-created with Amazon: https://querqy.org/datasets/icecat/ic... Search Insights edition, including our article on Vector Search with Eric Pugh and Charlie Hull: https://opensourceconnections.com/wp-... Doug Turnbull's post where he wakes up pretty much each search contributor or user: https://www.linkedin.com/posts/softwa... Women of Search:    • Haystack EU 2022 - Women of Search   Slack channel: # women-of-search in https://join.slack.com/t/relevancy/sh... Paramset feature contributed by Betül İnce   / here-again-with-another-apache-solr-contri...   Jeff Zemerick:   / jzonthemtn   Eric Pugh:   / dep4b   René Kriegler   / renekrie   Podcast design: Saurabh Rai:   / saurabhraidev