I started my Data Science journey two years ago and now I'm building projects like AI Assistants or tkinter Desktop apps with ollama integration which is able to summarize the content of different files (pdf, docx, images) and you are a big part of my development since your passion and love for this swapped over to me :))
@Thuvu5
10 сағат бұрын
Oh congratulations on your projects! So glad you found inspiration from my vids 🤗☺️
@aireescreates
12 сағат бұрын
Thanks for this Thu Vu. I have followed you from your first video. I was just starting in my DS journey. Your videos helped me a lot in my journey. I kinda missed you and I'm just glad that you posted again. This is super helpful and you explained all the concepts very clearly. I am currently building a web app extracting sales data from PDF files and using LLM to generate insights, analysis and recommendations and data viz. You explanation on Docker is a treasure as I'm building my app! Thank you so much!
@Thuvu5
4 сағат бұрын
I'm so glad to hear! 🙌
@cybetica
20 сағат бұрын
You might want to renew your API key, as you showed it in plain text in 10:09 secs and scrolled. Nice vid!
@Thuvu5
20 сағат бұрын
Oh thanks, good eyes! 😄 Yep I've revoked the key :)
@kenchang3456
17 сағат бұрын
Excellent tutorial. Thank you very much.
@MrGbruges
7 сағат бұрын
THANX THU VU, VERY INTERESTING!!!!
@georgejetson9801
Күн бұрын
this would have been amazing for my phd studies
@Thuvu5
Күн бұрын
Maybe for a second PhD? 🤣
@rickrandall3174
6 сағат бұрын
Thu Vu, you are wonderful. 🙂
@whatsbetter8457
5 сағат бұрын
Instead of only be able to use OpenAI you could use the “instructor” or “ollama-instructor” library in Python to get structured and validated outputs from a LLM (Ollama, OpenAI, Gemini, Groq, etc.). Was already there before OpenAI came up with its feature :-)
@dushimiyimanathaulin7930
Күн бұрын
Very informative
@SkySesshomaru
20 сағат бұрын
incredible
@freedman1405
6 сағат бұрын
Hi Thu Vu, what's your take on privacy issues with ChatGPT? Wouldn't companies risk their confidential data if they implement this system and use their APIs?
@s3m3sta
Күн бұрын
thanks a bunch Thu Vu
@iantotan4229
Күн бұрын
New video!Finally!
@coldbelowfroze
Күн бұрын
I missed you so much!
@Thuvu5
Күн бұрын
Aww, thank you 🥹
@Rationalview4915
Күн бұрын
It was really helpful Thank you for this video❤
@d.d.z.
Күн бұрын
Very complete
@datagus
20 сағат бұрын
Is the extracting outcome from the PDF good? Often the extraction process produces text that is all messed up, which can have negative consequences in the chunking process.
@heritage1834
15 сағат бұрын
I believe it depends on the formatting of the pdf files and also method the extraction is carried. A project article I read suggested that using image to text (OCR) usually produces better results than parsing pdf documents, especially when the pdf is badly formatted
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