Dmitry Kan on Vector Search Engines
Subscribe to the Vector Podcast: https://www.youtube.com/channel/UCCIMPfR7TXyDvlDRXjVhP1g
Not All Vector Databases are Equal: https://towardsdatascience.com/milvus-pinecone-vespa-weaviate-vald-gsi-what-unites-these-buzz-words-and-what-makes-each-9c65a3bd0696
Get started with Weaviate!
https://www.semi.technology/developers/weaviate/current/getting-started/quick-start.html
Chapters
0:00 Introduction
2:55 What inspired your interest?
6:24 Weaviate Modules - Search + QA and more
7:40 BERT + Elasticsearch
13:42 FAISS and recent developments
17:37 Mixed Precision
18:21 Symbolic Filters and Vecto…
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Chapters (21)
Introduction
2:55
What inspired your interest?
6:24
Weaviate Modules - Search + QA and more
7:40
BERT + Elasticsearch
13:42
FAISS and recent developments
17:37
Mixed Precision
18:21
Symbolic Filters and Vector Search
24:34
Approximate Nearest Neighbor Benchmarks
27:38
ANN vs. Information Retrieval
32:58
Robustness in Vector Representations
34:20
Semantic Gap between Encoded Objects
34:50
Data Domains for Vector Encodings
35:20
Not All Vector Databases are Equal
42:24
Dmitry’s overview of Weaviate
46:20
Hacker News Viral Blog Post Experience
49:00
Vector Search and MLOps emerging spaces
49:50
NGT better than HNSW?
50:53
Self-Hosted versus Managed Hosting
55:45
GraphQL in Weaviate
1:00:55
Custom Hardware for Vector Search
1:04:26
Thank you for watching!
Playlist
Playlist UUHB9VepY6kYvZjj0Bgxnpbw · Connor Shorten · 0 of 60
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