Build a ChatGPT With Your Own Data | LLM, Embeddings, Vector Store Explained

Рет қаралды 2,832

Күн бұрын

Are you tired of wasting precious time searching for crucial information scattered across various platforms like Slack, WhatsApp, and documents in different formats? Well, I've got the solution for you!
In this video, I'll take you on a deep dive into the fascinating world of building your very own personal assistant app like ChatGPT with your personal documents.
I'll walk you through each steps and concepts necessary to bring your personal assistant to life. We will cover Large Language Models (LLMs), embeddings, embedding models, and vector stores, demystifying these complex ideas along the way.
⏰ Timestamps:
0:00 - Introduction
1:07 - What is an LLM and how does it work?
1:45 - Why Not Create My Own LLM?
2:14 - Why Not Paste all my documents inside ChatGPT?
2:46 - So what's the solution?
3:01 - Chunking
3:34 - Embedding
4:32 - Embedding Model
5:27 - Vector Store
6:11 - How to query the vector store?
6:57 - Conclusion
👋🏻 About Me
I am Dona, a software engineer based in Sydney passionated about the wonderful world of AI.
Email me if you need help building AI apps! donatienthorez@gmail.com
👉🏻 Subscribe: www.youtube.com/@DonatienThor...
👉🏻 Free Consulting call: calendly.com/donatienthorez/c...
👉🏻 LinkedIn: / donatienthorez
👉🏻 Twitter: / donatienthorez

Пікірлер: 15

@purple_bread24 8 ай бұрын

On a roll! Love these videos!

@DonatienThorez 8 ай бұрын

@user-ob6lm2eb6x Glad you like them! There will be more to come!

@evelynshi2048 8 ай бұрын

Very helpful. Thanks! Would love to see more videos like this!

@user-mw7jt9lt5d 8 ай бұрын

Very useful content and lovely French accent 👌

@benjoun113 5 ай бұрын

Thanks great educational content, you are gifted to make it so simple & accessible!

@user-mr4xk5no7q 8 ай бұрын

Great insights, thank you sir!

@DonatienThorez 8 ай бұрын

Glad it was helpful!

@SanketShinde 6 ай бұрын

super simple explanation

@prayagrajdubey 8 ай бұрын

nicely explained

@DonatienThorez 7 ай бұрын

Thank you 😃

@nachoridesbikes 8 ай бұрын

Great! Could you do a tutorial on how to do it?

@DonatienThorez 8 ай бұрын

@nachoridesbikes I wanted to let everyone understand the concepts first. This will be the next video! I will show how to build it in the command line and be able to ask anything about documents uploaded into a specific folder.