Vector Embeddings for Beginners - 30 min CS Course

Vector Embeddings for Beginners - 30 min CS Course | OpenAI

Рет қаралды 337,083

Күн бұрын

Sign up here to follow along (Use your company email for $3000 in free credits) : bit.ly/vector-embeddings
🚀 Sign up to www.codewithania.com to receive access for the final code.
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
Found this hard? Learn the fundamentals of JavaScript here: www.codewithania.com
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Пікірлер: 119

@flexplexico480 9 ай бұрын

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

@aniakubow 9 ай бұрын

so kind of you to say!

@ishqe_for_islamic 9 ай бұрын

good 😮

@user-mh1km3mv7z 6 ай бұрын

well i disagree. where do the variables come from around 26:00? who knows ?!?!

@marketgrid8843 9 ай бұрын

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

@katkatfarkat 6 ай бұрын

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

@UhuruStar 8 ай бұрын

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

@AarohiniAEIE-sd9lu 7 ай бұрын

Same here!!

@user-mh1km3mv7z 6 ай бұрын

did you get it to work?

@kerrykreiter445 9 ай бұрын

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

@Suraj-tz8my 8 ай бұрын

Thank you for your super session

@shonuff4323 9 ай бұрын

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.

@aniakubow 9 ай бұрын

So nice of you to say! Thank you!!

@aaminakhurram1392 9 ай бұрын

PLEASE KEEP ON MAKING STUFF LIKE THIS!!!!!

@aniakubow 9 ай бұрын

Thank you this comment is the best!

@user-mh1km3mv7z 6 ай бұрын

actually, please don't.

@satvicscience 6 ай бұрын

Amazing....

@angelfeliciano8794 9 ай бұрын

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

@aaminakhurram1392 9 ай бұрын

Agreed!

@aniakubow 9 ай бұрын

Thank you so much I am honoured!

@benji-L 9 ай бұрын

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

@aniakubow 9 ай бұрын

So nice of you! Thank you Benji

@kingmaxx99 8 ай бұрын

@@aniakubow your onlyfans creator ???

@Iconic_gaurav 8 ай бұрын

@@kingmaxx99😅😅😅

@garyfletcher844 6 ай бұрын

zzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzz

@user-mh1km3mv7z 6 ай бұрын

did you try to copy all her copy/pasted code and did your project work?

@mbegaliful 9 ай бұрын

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!

@Crakkovia 9 ай бұрын

Amazing Anna!

@Buharialtinee 9 ай бұрын

Can't wait to start

@abcdef8915 2 ай бұрын

Thanks

@SuvobrotoPal 8 ай бұрын

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

@waykarsaurabh6866 6 ай бұрын

🤣🤣🤣🤣🤣

@HemmligtNavn 8 ай бұрын

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

@Andrei_craciunescu 9 ай бұрын

Thank you for the well-structured and informative video! I’m just about to start building an application using vector databases, language models, and GPT-4. It would be great to connect sometime. Best regards, Andrei.

@aniakubow 9 ай бұрын

Thank you so much Andrei! let's connect!

@Andrei_craciunescu 9 ай бұрын

@@aniakubow Thanks! Texted you on LinkedIn :)

@user-mh1km3mv7z 6 ай бұрын

did you make her project work? i dont see why this is a video its just copy/pasted code and she doesnt even explain where it comes from and after 3 hours of pausing, copying and resuming, i'm left with code that doesnt work, it just asks for new questions until u press quit then talks about a dolphin trained to kill.

@The_Rising_Dragon 8 ай бұрын

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

@user-mh1km3mv7z 6 ай бұрын

did the code even work for you?

@Chris-wf2lr 9 ай бұрын

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

@DaRedT 9 ай бұрын

thank you 👍👋👋

@zinoo1120 9 ай бұрын

Ania , waiting solidJs tutorials from you.

@cruise1512 9 ай бұрын

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

@IndianmominSweden 5 ай бұрын

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

@AhadAnis-ly5vl 9 ай бұрын

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

@reactionguychaky123 8 ай бұрын

Same😂

@ehsome 8 ай бұрын

Pretty pointless comment, my friend

@suzune5120 8 ай бұрын

@@ehsomelol loser

@nitrogamer534 8 ай бұрын

@@ehsomethat's what fun is for.

@TyTy-gm8yb 8 ай бұрын

She looks good.....unlike many females nowadays.....

@VladimirMyagdeev 5 ай бұрын

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!

@sleepyelk5955 9 ай бұрын

is this "live" or was it live at time of the recording?^^

@truth-or-myth 9 ай бұрын

I imagine about so much concentration and efforts it took to consume it and convert to us. Seeing your face with less makeup and filled up with knowledge is awesome. And your voice sounds impregnated with discipline

@marvelousncube 9 ай бұрын

Patiently waiting 😊

@chrishuhn5065 9 ай бұрын

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.

@_.xxx1234._ 9 ай бұрын

💯💯💯

@robertlavoie6727 8 ай бұрын

when i open python terminal, and paste. if get message "your about to paste multi line. te text automatically run . causing errors. what am i missing to stop this.?

@uttamraval3752 8 ай бұрын

You look fabulous today

@Andrei_craciunescu 9 ай бұрын

Is there also a Promo code? For me the free credits didn't work :(

@AliMukhtar53 9 ай бұрын

King - man + woman = queen @06:58 It's like a mathematically royal love triangle! King tries to escape, but woman says, "Not so fast, Your Majesty! We're in this equation together!" And they all lived hilariously ever after. 😄👑

@ZeeshanElia 9 ай бұрын

Should I Go Machine Learning with JavaScript? Because javascript is mine love Whats do you suggest me

@Lafda1 8 ай бұрын

I am beginner in programming I'm btech student can i larn coding easy way ??

@Alwanhaikallllll 6 ай бұрын

😅😊

@manishjaysingh3075 7 ай бұрын

where can i get the code

@mochalatte3547 7 ай бұрын

I posted the code a while back but somehow it got erased by Google.

@mrmcclock 6 ай бұрын

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

@JOHN__WICK. 7 ай бұрын

Your hairs and eyes are very beautiful

@curtisblake261 5 ай бұрын

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.

@curtisblake261 5 ай бұрын

Your upvote and subscription are kudos enough. Or buying whatever she is upselling. Adding a kudo comment is unhelpful.

@naserwarzonegaming 5 ай бұрын

Can you add a Kotlin language course?

@mariacristinaarezzi 5 ай бұрын

Hello

@anjangorai2260 7 ай бұрын

where are the remaining videos for this course of vector embeddings??

@chhapriyt5686 8 ай бұрын

You like my crush🎉🎉🎉

@user-yb2hv5kv8b 8 ай бұрын

Where do you live.....?

@Nirmanssc 9 ай бұрын

Heelo mam I am Indian

@Bilaladitx_ 8 ай бұрын

Hello I am bilal I dont know coding I want to join With you mees

@user-rh7gq8zm7n 9 ай бұрын

Tlc music

@user-rh7gq8zm7n 9 ай бұрын

Tlc remix music muziek

@takisa.6186 9 ай бұрын

Jeszcze w tym linku poniżej wygladasz zupełnie inaczej... Na końcu liczy sie jednak fachowość twoich przekazów. kzfaq.info/get/bejne/jtNkdbKTzZqxmH0.htmlsi=2FL65e6Ko32IhSW6

@guilhermemonteiro127 6 ай бұрын

came here because you are wow......hahahahaha

@user-rh7gq8zm7n 9 ай бұрын

Tlc redactie enter.

@kalyanboro7704 6 ай бұрын

I think I know who created this female model robot, GOD!!!!

@harivittal9345 7 ай бұрын

thought it was a thirst trap

@suush. 6 ай бұрын

You look like from phub

@mohammadwaseematahar2792 8 ай бұрын

Please explain the mater in HINDI ..OR.. URDU.

@KOWALSKI21 8 ай бұрын

who thought that she was ai

@SantoshGupta-Om-pal. 9 ай бұрын

Hi no understanding this chapter

@MehdiGuizani 7 ай бұрын

Pinecone? 😂

@hendrikwillemadrianusthart2233 9 ай бұрын

I was trying to follow her tutorials for years, checked out periodically because of personal hassles could not start, but I suddenly noticed the appearance is absolutely gorgeous, looked allready very nice a few years ago, gotta compliment, not only smart, also top model gorgeous..

@cyborg1275 8 ай бұрын

A gorgeous White Woman.... the assumed AI Prototype.

@reactionguychaky123 8 ай бұрын

Is it ai or human?🤔🤔🤔

@banna_ravindra 9 ай бұрын

I don't know why? but you look like an ai created character 🙂

@sershsershsersh 7 ай бұрын

4:15 "...Jay is 38 on the 0 to 100 scale... so -.4 on the -1 to 1 scale...": How is that? I get -.24. If it's -.4 on the -1 to 1 scale, that's 30 on the 0 to 100 scale. Please fix my math. NewValue = (((OldValue - OldMin) * (NewMax - NewMin)) / (OldMax - OldMin)) + NewMin

@hussainnajaf332 9 ай бұрын

المشكلة أنني قصير وهذا مقزز جدا ان شاء الله نشوف الله وقت العملية وخلي ميطول طولي لا تلوم اله روحك كتاب قران يبوي مو تريد تزوج تزوج وهذا الخرى عفية خوش ملوك ونسيت الملوك من اول واحد بيهم الى آخر واحك ما اخاف منكم 1% لله الخوف مو حمامة فوق رؤسها تيجان ذهب وطلع رعد 😂😂😂😂😂😂😂

@rajsarkar 6 ай бұрын

Hello hello you human?? 8.12+8.99= ??

@tammyrogers9129 8 ай бұрын

No thank you, AI.

@HaroutBlack 8 ай бұрын

Jesus is the only way to healing, restoration and salvation to all souls. Please turn to him and he will change your life, depression into delight, soul heading from hell to heaven all because of what he did on the cross “Whoever calls upon the name of the Lord shall be saved” Romans 10:13

@truthfinder8652 6 ай бұрын

I'm broke and wanna marry an AI. Would you marry me? 💕

@rabbishank 8 ай бұрын

thanks for the ad on the video i was watching, i love to have people tell me to NEVER do business with them.

@user-ob9ur4th5v 9 ай бұрын

Hi Ania, I'm getting the following error and haven't been able to make any sense of it, let alone fix it. If you or anyone else could help me out, I'd be grateful! It's in the line "from langchain.indexes.vectorstore import VectorStoreIndexWrapper", and then "in from langchain.indexes._sql_record_manager import SQLRecordManager" and then "in from sqlalchemy import (". The error is: "ImportError: cannot import name 'URL' from 'sqlalchemy' "

@Financialwithsubrat 8 ай бұрын

🎉

@fflower23 9 ай бұрын

I am realy happy and sad happy because I fianly found a great lecturer mind and I am sad becuas I didn't find early.Mam you deserve more than it mam please can you share your linkedin or instagram links