Build 50+ Gen AI Projects from Scratch

[@imutuber911]

this was so so amazing. I followed along as is and by the end of the video, I had built my very first genAI project! super stoked. Only downfall is that everyone watching this video did the same and now hugging face is filled with the same project on spaces!! 🤦🏻‍♀😅

[@GENAILearniverse]

Congratulations on creating your first AI project. Yes, so if you really want to get benefited from these videos, think about some other use cases, for example, I created a KZbin summarizer, you can change it to PDF summarize or news article summary...There are endless possibilities, so please think in that direction and that will make you stand out from the crowd. thanks

[@anjusinha8483]

This is exactly what I was looking for to get started with my generative AI journey ...Thank you so much!!

[@AliHaider-mi4he]

Awesome. Please Make a full Course Related to this In Details. Same Format.

[@GENAILearniverse]

Hi, please follow the playlist.So far I have worked on 8 projects and the 9th project is coming soon.

[@anteentianteenti5752]

Hi @genailearniverse thank you for coming up with such a great content. Please keep this up!

[@बिदेश्वरप्रसादसिन्हा]

Great tutorial... looking forward for more videos

[@NigusBasicEnglish]

Most helping video ever on AI thing! Just to the point.

[@GENAILearniverse]

Thank you for your comment. I'm glad you liked it.

[@myandrobox3427]

Love this video!! Will be spending time to build most of these. I am a nocoder, love to explore and implement some of these. Great job!!! ❤❤

[@Demianpc]

Hey! I am looking forward to the next video series, wish you may use a high contrast theme in the code application as it seems a little blurry and maybe some zooms. Keep it up! You are doing great.

[@thoniasenna2330]

Thanks from Brazil🎉

[@izainonline]

Thanks for sharing these ideas please guide how we include some projects into our resume to show to hiring person that we did so and so project.

[@GENAILearniverse]

I already have explained, how you can deploy your projects on Hugging face and add the link in your resume or you can directly share it on LinkedIn. Alternatively, you can create your GitHub account and deploy all your code to GitHub and add that link in your resume.

[@beauforda.stenberg1280]

Thank you so much for this Python feast. I will be following along, from beginning to end.

[@GENAILearniverse]

Thank you!

[@john_blues]

Thanks for this. I was able to create my 1st project on Huggingface! I have 2 questions. First, it doesn't actually summarize, but takes a few sentences directly from the text. Is there a way to refine it and have it, for example, summarize for a 10 year old?

[@GENAILearniverse]

Hi, For answering your first question, I recommend exploring different text summarization models. As I mentioned, you can apply filters and try various models to find the best fit for your specific use case. It might require some analysis to select the ideal model, but experimenting with different options can yield good results. Your second question is a bit more complex but can be addressed using prompts with Large Language Models like Mistral, Llama, or ChatGPT. I plan to start working with LLMs soon, so stay tuned for more detailed content on that topic! In the meantime, if you're eager to learn how LLMs function, I suggest checking out some online resources or videos that explain these technologies. Stay tuned for more updates, and thank you for your great questions!

[@john_blues]

@@GENAILearniverse Ok, thanks.

[@naveenvp7390]

Fantastic 😍... and Thankyou

[@TF-qt3jh]

🎉Great video! Thank you so much. I’m a non tech CEO. This is better than some other paid tutorials❤ Can I do the same with GPT?

[@GENAILearniverse]

Hi, yes the same can be done using ChatGPT, you just need to provide the right prompt. However if you want to have any customization then you will have to integrate with ChatGPT API, that I will cover in the later part of this series ..Thanks!!!

[@TF-qt3jh]

@@GENAILearniverse Thank you for your detailed response. I want to use other LLMs, but because of the ease of use, GPT is my favorite at least now.

[@GENAILearniverse]

Hi, ChatGPT is everyone's favorite and even you should try its 4o version recently released, it's just awesome. However when it comes to integrate with real world applications, ChatGPT will incur some cost and the same level of output we can get from other open source models (depending upon use case) Sometimes smaller models with fine-tuning work well and provide the similar output as ChatGPT...this is what we are going to learn in this series. Thank you

[@TF-qt3jh]

@@GENAILearniverse I totally agree. I'm using GPT4 API for my app but the (only) problem is its cost. Also, I have little trouble figuring out what time of training I should use in case of other LLMs. 🤔

[@sasik09]

Thanks bro. Much helpful.

[@GENAILearniverse]

Glad it helped

[@samthrimavithana8243]

Very clear instructions thanks

[@DerrickAquinaldo-hf3jz]

Wow this content is just amazing definitely earned my sub. Was wondering can we connect on some open source projects I’m currently working on a SDXL model and image generator application could use your insights on some things

[@Whothebossis]

Holygoddddd, 😭😭😭 can't express my gratitude❤️♾️

[@parmanandchauhan6182]

Great .continue and finish the series.subsd today

[@SecAllTheWay]

thanks a lot!

[@ian5629]

Hi! thanks for this. Will I be able to these projects on a mac environment?

[@GENAILearniverse]

Yes you can...all these tools are available for Mac, so you should be able to run on Mac without any issue

[@xClairy]

The watermark is a bit intrusive and distracting when I'm trying to follow along it'd be nice if it was at the bottom or the corner. Otherwise good video

[@GENAILearniverse]

Hi, Thanks for your feedback. I will try to reduce the opacity so it doesn't impact the main content. However if you find any issue reading the code, you can download the same from Hugging Face. Whatever I have shown in the tutorial is also available for you to download.

[@xClairy]

​@@GENAILearniverse Okay thanks a lot!

[@Neurofeedback-Luxembourg]

Cool project, can’t wait to learn more😊

[@izainonline]

If we dont want to use visual studio and we use pycharm fully whats the difference between them .

[@GENAILearniverse]

In the projects I have been using Pycharm only but it doesn't matter much which IDE you want to use

[@elcaribbeannomad2079]

Very interesting, keep working man!

[@valenciawalker6498]

Thank you

[@DWildGrave]

Awesome content! Subbed.

[@GENAILearniverse]

Thank you!

[@SecAllTheWay]

can you please lmk how to resolve this error in HF "configuration error, Missing SDK in configuration"

[@SecAllTheWay]

np, figured it out...

[@RitinPali]

Hi. Does anyone know which model wud be best suited for finding the shortest route on a map.

[@GENAILearniverse]

Hi, not quite sure if you want some algorithm that would give you the best result or you are looking for some model that will give you the shortest distance based on the map image you upload. If I would give you kind of generic answer, best model right now you can try is ChatGPT 4o ( it was launched this week and is free to use ). Depending on your use case you can also give a try with Google Gemini.

[@RitinPali]

@@GENAILearniverse I think the question is clear enough. Thanks anyway your answer shows your level of understanding.

[@sqlsql4304]

Hi, Need some info on the GPU u are using on your machine. I understand nvidia GPUs are very pricey. will AMD GPUs work for learning purposes.

[@GENAILearniverse]

Hi, I have an Nvidia GPU and Nvidia works best so far when we deal with these AI projects specifically in case of LLMs. Unfortunately, I never have tried on AMD GPUs but looking at the source code and resources I have gone through in the past, I can confirm to you that you will be able to use AMD GPUs for learning purposes. You might need to install some different software ( the installation document I shared in my first video of this series was specific to Nvidia). When I start working on LLM based projects, I will also try to cover the AMD part. Thanks

[@sqlsql4304]

appreciate your prompt response, i had many people asking me a simplified understanding of llm inferencing, if you could Create a video on this topic will help.

[@muktachourishi]

Hi, I am very keen to build these projects, but I am not sure about GPU.I am doing these projects for my learning, and I am a software engineer. Physical GPUs are quite expensive, and as it's just for learning, can i follow your course with cloud GPU? Please suggest I haven't bought any GPU before. Also, please share your GPU details.

[@GENAILearniverse]

Hi, for most of the use cases you will be able to run it using Google Collab with a free GPU tier...so wait for some time before you invest any money on the GPU...the only challenge you will face is the response time but I think that is manageable. Once you have basic understanding about GEN AI and you feel that you are ready to work on a complex project that requires you to load multiple models together to achieve something big, at that point you can think about investing money. I have Nvidia 4080 GPU (laptop version)...Hope this helps ...Thanks

[@SonGoku-pc7jl]

THANKS! is posible also change the path of models of ollamaª? i don't have more space in c:! xD thanks for this trick!

[@GENAILearniverse]

Try creating a system environment variable with the name OLLAMA_MODELS and give the new path where you want to save your models. Restart the Ollama server and if everything is done correctly it will start downloading the models in the new path. Thanks

[@Whothebossis]

finished my exams, now fully in for this... distillbart isn't available anymore at hugging face, what to do?

[@GENAILearniverse]

Hi, not sure why you are not able to find distilbart on HF. Please follow the link below: huggingface.co/sshleifer/distilbart-cnn-12-6 However, if you do not find this model, you can try another text summarization model, the process/code will more or less will remain same. Even I would recommend to try different model to gain some understanding that how output differs in different models

[@Whothebossis]

@@GENAILearniverse Appreciate it sir, I lost hope for the 1st project. Was about to start 2nd project. Thanks for replying!

[@john_blues]

Timestamps, please. 🙏

[@GENAILearniverse]

Timestamps updated, please refer the video description

[@homerisian]

anybody know where the code is for the libraries to add?

[@GENAILearniverse]

Hi, if I understood your question correctly, you want to know how to install the Python libraries. You need to do it using a pip install comment, start watching the video from 10:55 for 3-5 mins, wherein I have explained 2 ways using which you can install the libraries. Thanks

[@homerisian]

@@GENAILearniverse yes I watched it, but in the second method you create a .txt file called requirements, then go to a document with the libraries listed to copy. You say the code information will be available for us to copy, but I can't find it

[@GENAILearniverse]

Hi, Sure I got it, seems like a miss from my end. I just have uploaded the file with the name Requirements_lib.txt on HF. You can download it using the link below: huggingface.co/spaces/GenAILearniverse/SentimentAnalyzer/tree/main

[@homerisian]

@@GENAILearniverse great, thank you :)

[@homerisian]

sorry me again, i have continued with the exercise but i am getting an error message when i try to import the libraries (I am new to Python). I type in import torch the import word is in the brown colour initially then when i hit enter the whole line is grayed out and i get this message Unused import statement 'import torch' what am I doing wrong ?

[@clt7640]

when i run the code i notice it is not running on gpu, pls advise how to invoke the gpu? thanks.

[@nightfury_0158]

Use the device parameter to 1 ( according to your device id )

[@GENAILearniverse]

Hi Mate, I hope you have gone through the installation document I have shared... However don't worry if in case you are not able to enable it for now, it is not a must have requirement for the initial projects we are working on. Once I start working on LLM projects, I will explain how you can switch the device type from CPU to GPU and also how to make sure it is enabled and being used.

[@kiiikoooPT]

Build 50 Gen AI Projects from Scratch??? Is 1 project, not 50 :s I did found it strange, 50 projects in 37 minutes

[@GENAILearniverse]

Yes that's what we are going to do in this series. The one you saw is just one project but when you check the playlist, you will find 3 more projects I have built so far and the target is to create 50+ GEN AI projects.

[@kiiikoooPT]

@@GENAILearniverse yeap I realized after, that it is like a playlist of videos with all the projects, thank you very much for this content, it is really what I have being looking for, and you explain it well.

[@putinninovacuna8976]

but this is useless for webapps the problem for machine learning stuff is that only works on hugginface and gradio but no in real webapp aplcations you cant use this in angular, react, so on, thats why i believe jupyter notebooks are just a waste of time for web developers but pretty usefull for machine learning engineers

[@GENAILearniverse]

Hi, Sorry but I would not agree much because there are ways such as using flask and nowadays there are many tools using which you can access the models and responses using APIs and can call that API for any purpose that also includes integration with web applications. Try Google and I am sure you will be able to find some good resources..even I will be covering the same in this video series but that would be somewhere towards the end of this series. Thanks