00:02 Vector search is essential for businesses and AI services. 01:12 Vector search enables multimodal search by analyzing item images instead of titles, descriptions, or tags 02:25 Vector search and embeddings enable finding items by their meanings in milliseconds. 03:36 Embeddings and data vectors are essential for vector search 04:41 Vector search using Vertex AI provides fast and scalable search with billions of embeddings. 05:58 Build and operate a production ML Ops pipeline for data extraction, embedding generation, and search all in one platform. 07:08 Get state-of-the-art LM power text embeddings organized in the embedding space with human-level intelligence and commonsense. 08:19 Vector search enables finding items by understanding their meaning, resulting in a better user experience. Crafted by Merlin AI.
GCP itself might be a good cloud resource but you guys didn't provide any hands-on demo for it! You are explaining the embedding for us, but there are lots of very useful videos where we can learn the meaning of embedding! Instead of that, please focus more on creating a hands-on demo so that we can use your cloud! Unfortunately, for my new project, I need to use GCP and I have a very bad experience because there isn't any hands-on demo! AWS and AZURE are great, just in one search, you can find lots of great demos!
![[LIVE] : ONE ลุมพินี 91 | คู่เอก "คมอาวุธ vs อเล็กเซย์"](http://i.ytimg.com/vi/V0RkEfYFsgM/mqdefault.jpg)
![[UNCUT] เก็บ "สจ.โต้ง" เอี่ยวมาเฟีย รู้ตัวคนบงการ ก่อนสั่งลั่นไก I คนดังนั่งเคลียร์ I 13 ธ.ค.67](http://i.ytimg.com/vi/o-J_p62D40w/mqdefault.jpg)
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00:02 Vector search is essential for businesses and AI services.
01:12 Vector search enables multimodal search by analyzing item images instead of titles, descriptions, or tags
02:25 Vector search and embeddings enable finding items by their meanings in milliseconds.
03:36 Embeddings and data vectors are essential for vector search
04:41 Vector search using Vertex AI provides fast and scalable search with billions of embeddings.
05:58 Build and operate a production ML Ops pipeline for data extraction, embedding generation, and search all in one platform.
07:08 Get state-of-the-art LM power text embeddings organized in the embedding space with human-level intelligence and commonsense.
08:19 Vector search enables finding items by understanding their meaning, resulting in a better user experience.
Crafted by Merlin AI.
Can you also show how to add entries to the index once it's already created?
GCP itself might be a good cloud resource but you guys didn't provide any hands-on demo for it! You are explaining the embedding for us, but there are lots of very useful videos where we can learn the meaning of embedding! Instead of that, please focus more on creating a hands-on demo so that we can use your cloud! Unfortunately, for my new project, I need to use GCP and I have a very bad experience because there isn't any hands-on demo! AWS and AZURE are great, just in one search, you can find lots of great demos!
Is the speech audio AI?
that's my voice😅
@@KazunoriSato Bjirr
@@Tshirat_bjirrr
@@KazunoriSatothank you for your good work.
Thank you for the video, very helpful but the background music is very distracting.
can i stop this background music
not able to focus
anyshortcut available in youtube
maybe I should use the music only at the intro/outro next time..
I thought the music was awesome
Please remove the background music.
Music was too annoying to follow the video. Looks like interesting content though.
the wrost background music
I wish I can remove the background music as well... horrible LOL