Vector Embeddings for Beginners - 30 min CS Course | OpenAI

00:00 Introduction
01:22 What are vector embeddings?
01:47 Text embeddings
07:31 What are vector embeddings used for?
10:38 How to generate our own text embedding with OpenAI
14:10 Vectors and databases
15:35 Getting our database set up
17:38 Langchain
18:57 let’s build an Ai Assistant

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[flexplexico]

As a teacher, and someone that learns with clean, no bullshit, logical instruction - you are killing it as an instructor.

[UhuruStar]

I Just listened to you on a YouTube AD while watching another video, copied the video url, got here and Subscribed and Liked. What a wonderful clear no BS teacher. 👌🙏

[katkatfarkat]

7:27 there must be still lot of "man-ness" since prince is above princess, so interesting how much gets revealed by these models

[marketgrid]

Brilliant work Ania, I have subscribed, I really like the style and presentation level/detail.

[benji-L]

You're a great teacher, Ania. And you have a knack for finding such interesting topics. Keep up the great work!

[shonuff]

I just found your channel. I love the videos. I love the way you explain things, and your accent makes it so much more pleasing to listen to... heh.

[angelfeliciano]

This has been the best instructional video on YouTube for this topic. Superb work

[AhadAnis-lyvl]

Have to say, you look exactly like modern AI Robot prototype😂

[kerrykreiter]

So, we really are just a number, lol. Very interesting topic, presented well! Thanks Ania!!

[SuvobrotoPal]

Very Informative Video, Thank you very much Madam, From Kolkata City, India, 🙏🙏

[HemmligtNavn]

great - so now I know how, but am still no closer to knowing why it works!

[chrishuhn]

So this is the reason why most "modern" online shops with a recommendation system keep putting the same things in front of me, even though I just bought what I'm now getting recommended. Earths formerly biggest book store was particularly good at this. For example: Bought all albums of a band as a present and it kept recommending the same albums on other media or "Best Of"s or compilations with the band in them for 5 months. And there is no way to stop it.

[curtisblake]

My preference would that the comments not be all kudos, and instead the comments be mostly questions about the content. Imagine sitting in a lecture hall where everyone is constantly applauding but you have a question.

[VladimirMyagdeev]

I'm a bit of a newbie in Python, but why not Conda?

I had trouble with the cassandra-driver:
solved by downgrading to Python 3.11, resetting the .venv, and reinstalling packages


Thank you, master!

[cruise]

please make a full vedio about Vedio AI....how to work

[IndianmominSweden]

Thank you for amazing video, 😀 can you please help with error :
cassandra.InvalidRequest: Error from server: code=2200 [Invalid query] message="Unknown keyspace search"

[Chris-wflr]

You're so clever and pretty 😍
And you explain things REALLY well

[The_Rising_Dragon]

I like the way you explain technical stuff, lady!
:)

[mbegaliful]

Thanks for this fantastic video. Embeddings seem to me a powerful concept, although kind of opaque. How are these numbers assigned? What kind of qualities are supposed to capture? Is this kind of information available somewhere in the model documentation? Thanks!

[mrmcclock]

She's pretty and seems smart ...this is an introduction into AI synthetic means bu which to profile human beings and to police the patently flawed human dimension...and bingo!! Skynet is already on gear.!!..how to we employ vector embedding profile one's g-spot? This is sinister