This AI technology is making developers rich... let's try it

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This is the tech behind the AI PDF chat apps that we have seen pop up recently.
Tech: Embeddings, Vector Databases, and RAG (Retrieval-Augmented Generation).
#ai #openai

[@thecodebendermaster]

0:39 I meant upload your *pdf, not resume I am planning to code an AI resume builder, got mixed up between projects haha

[@muhammedmuzammel7115]

bro how about a full series starting from scratch for beginners on how to do create this app using open source API's instead of GPT's as its more accessible,. Love your content BTW keep going.

[@thecodebendermaster]

thank you bro, it's a good idea, i will consider making it, either way I will definitely be making som projects using open source APIs In Shaa Allah, whether it's the ai pdf chat or something else

[@muhammedmuzammel7115]

@@thecodebendermastersure brother and may god bless you

[@pojomcbooty]

Very high quality explanation of vector embeddings and RAG, and done very quickly. you are a great educator !! big kudos !

[@thecodebendermaster]

Thank you my man! Appreciate that a lot! More videos coming!

[@thecodebendermaster]

Codebenders, I plan to build a few AI projects over the next couple of weeks: AI resume builder, InterviewGPT, Screenshot-to-website AI, and more. Anything in particular you want see?

[@robenwayne9060]

Blog writter would be good project. Here is some extra features that can make it better than competitors: Accept 10-20 keywords (main, secondary, semantic) Accept up to 3 URLs with 2000 words context each (user is going to feed additional emmbeding) In out emmbed these URLs as source of information

[@thecodebendermaster]

Yep that's good, figuring out a good way to make content creation with AI is big. Did you work on making projects like this already? I am interested in that topic

[@lukehero]

Postgres is pretty good for vector storage with the pgvector extension.

[@thecodebendermaster]

Interesting, will look it up, never tried it

[@vaibhavsahni7412]

Hi your 192 subscriber here, how would say it is different from uploading your pdfs in custom gpt? Also can we use these embeddings with other llms?

[@thecodebendermaster]

I suspect custom GPTs use embedding behind the hood, it's the same technology. And yes, you can make this work with any llm

[@GAllium14]

That's cool😎

[@thecodebendermaster]

I want to build a few projects with this tech and upload it on the channel, any project you would want to see bro?

[@JacanaProductions]

So why is this better than a custom GPT / uploading a bunch of PDFs on the openAI website. I as well as every other job hunter who pays $20pm is using the upload job description, upload resume add some colorful prompt to create a cover letter - you are saying this would provide better result? I'm getting some pretty good results as it is! Why would I pay more for this ....... Explain for a 10 year old :)

[@thecodebendermaster]

Honestly I believe custom GPTs basically use the same technology under the hood, there isn't much difference. The only difference is that developers who use that tech can build their own app and add a bunch of extra features specific to a use case/niche (e.g. allow for longer docs than the openai limit, allow you to store all the database in a nice table that you can easily filter, etc.). So by doing it, they can help solve your problem in a more efficient way. So that part might be interesting for you, depending on what you want to do. I would just explore alternative tools and test them. Will chatgpt ultimately evolve to allow all these features as well? Maybe, but solving every problem out there is difficult for OpenAI so they are much bettee off just having other people build it and utilize OpenAI API for it. So I think chatgpt will stay general, for most use cases, and then people who need to solve some specific problems in a very efficient way will go to alternative tools. Hope this helps :)

[@guitar_investment_money]

04:09

[@VaibhavShewale]

do people really use it to create books for their children?

[@DD-pm2vh]

"How to get all digitalized books ever? Just help the people "get rich" by sending them to you." OpenAI team-member probably.

[@thecodebendermaster]

didnt get your comment you dont have to use openai with embeddings, you can use any llm

[@DD-pm2vh]

aha, my fault :)

[@PoliisikoiraRex]

We should shutdown A.I asap.

[@thecodebendermaster]

Won't happen, even if you shut down one company, someone else will develop that tech. Even open source AIs are getting very powerful now. Only thing to do is to learn how to live with it, so you don't become obsolete

[@Sk-oh7rv]

Nice content but the intro is just pure Hamza copy-paste lol

[@thecodebendermaster]

I am the Hamza of tech

[@thecodebendermaster]

jk i just always liked his jeffrey adonis intros haha, wanted to test something similar and see how it goes, i am still experimenting with the style. all feedback is welcome

[@itsnotatoober]

Free Canaan. Free Assyria. Free Persia. Free Akkad. Free Byzantium

[@digitalsoultech]

Its $2000 per month not $60k per month. $60k is the total volume. Please learn to read charts before teaching others how to use AI

[@thecodebendermaster]

🤦‍♂ Bud, the 2.8k on the chart is the limit of the y axis... It goes from 0 to 2,855.51 (his best day). The total volume for the month was 60k. Please learn to read charts before teaching others how to read them.

[@terotahvo6849]

Go Israel!

[@thecodebendermaster]

?

[@terotahvo6849]

@@thecodebendermaster Don't free palestine terrorist village

[@terotahvo6849]

@@thecodebendermasterWhy you cheer for terrorism? Are palestinian terrorist? Also why ban/del comments?

[@thecodebendermaster]

What are you talking about mate? The world knows the truth. The footage is obvious. It's pathetic to continue holding this argument at this stage

[@ominae1]

@@thecodebendermaster What footage? From the women and children tortured and k1ll3d october 7? And that's coming from someone that doesn't like either judaism or islam. I'm just not blind and t3rr0rist supporter...

[@kajial-mamun9191]

I am your 168th subscriber.

[@thecodebendermaster]

Let's meet back here when I am at 10k