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Not necessarily If your model accepts strings as input and handle the tokenization it’s fine

@@bitswired Thanks, i was working with t5.

Let’s goooo frero road to 5K But first let’s finish Elden Ring ahah

❤️

Thank you 🙌🏼

Ahah definitely! The cool thing with Rust though is that you get a standalone executable at the end, pretty easy to deploy to a barebone Docker image (contrary to other languages where you link to 3rd party libraries that must be installed on the machine). Nice choice, I love Svelte and Sveltekit too! Even though I have more experience with NextJS and React, the Svelte approach to reactivity is refreshing 👍🏽 What are you building?

Thank you! I’m glad if you learnt something :) Sorry for the background music, I try to not make that mistake from now on 😅

Glad it was helpful!

Thanks frero ❤️ New video on multi modality when it will become available 😁

Thanks Mims ❤️ 🦍🐆 EKIP

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@@bitswired what happen

I did not understand your message? 😅

@@bitswired okay 👍 I want to collaborate with you

My pleasure ;)

Thanks for sharing, I did not know about RAPTOR. I find the idea interesting, it could deserve its own video 😁.

Ahah definitely I love Rust pattern matching for that Now we have something similar in Python 💪🏽

Thank you! I’m glad you liked it :) I used Canva to build the animations and then I played them during the video

Yung Padre for the intro ;)

Merci frero ❤️ Let’s goooo!!

❤️🦦

Thanks frero 💚 You can try it in your Django project ;)

Le plus chanceux ;) 🦍🐆

My pleasure ;)

Hey, You have a fair point. Personally I'm comfortable bringing BiomeJS in a JavaScript project since Rust is abstracted away: you don't even have to know it's written in Rust, you can just run it as any node package. Also you're right that it's not magic and Biome needs to re-implement all these tools. But from the JS developper perspective it's cool to have a single tool to install and manage (upgrading versions and so on ...). But I totally understand your concerns. What is your typical stack for code quality?

Thanks! Let me know your thoughts :) I use a combination of - Tella TV to record screen and camera at the same time with different layouts - Canva to create the graphics - Davinci Resolve to assemble the video, process sound, color correction …

Thanks frero ❤️ let me know if you try :)

Cool! Let me know your first impressions?

Thanks boss 🫡 I won’t stop 😉

Thanks Bella ❤️ road to 1000 🦍🐆

Thanks man! I will 💪🏽

Thanks bro ❤️ Soon Elden Ring ahah ;)

It makes is hard to understand you and it distracts from your great work

If your video content would not be so great, I would have stopped watching

Thank you for the feedback! I reduced the video background music in the new video. Hope it’s better :)

Hey :) I see your point but I would say that in practice it’s not the case. For instance if you embed an entire page versus multiple smaller paragraphs the resulting vectors will be different even though you’ve indexed the same text. And it affects the similarity search. That’s why pyramidal embeddings are a way to improve RAG performance by indexing the data at different precision levels and using multiple index to answer queries.

Hey good questions! On single node using multiple threads Rust has native support for real multi threading, and you have libraries like rayon that provide nice utilities. For multi nodes with Rust I’m not an expert but there also exist MPI bindings, like rsmpi.

😂 I had to be quiet about it 🤫 Just kidding, it’s a good point I forgot to mention! Thanks! Let me me update the description with the link 👍🏽 Hope you’ll like them ;)

Wow man it’s a nice catch! I have to admit that I lost track of the Mojo project after they announced it a while ago … Thanks for the idea I will give it a try 👍🏽

Thanks! I’m glad you liked it Yes you can! GPTCache can be used for any model. It’s also integrated in langchain if you use it or you can run it as a docker container in server mode. Let me know if you have any issues ;)

It’s much more ahah

Ahah it could If you make a pull request to RustPython you could change the language parser and have your own syntax Though, the chance to get accepted in main is low 😅

@@bitswired I'd be happy to see better support for Bython to be honest, sometimes the Py ecosystem has basically everything I need but even these few dozens of lines of glue in Py make me suffer

I did not know about Bython thanks for mentioning it! I don’t think it’s supported by RustPython but you could give them the idea 🤷🏽‍♂️ Ahah what are your favorite languages?

@@bitswired I spend most of time and feel most comfortable with PHP, JS and TS, but I can pick up basically any C-style language quickly, wouldn't want to bother with manual memory management though besides that I liked Delphi quite a lot, Lua was great for game scripting what annoys me in Python is the lack of braces (my brain spends excessive amounts of effort to properly track blocks without them) and the tendency to output integer results from math operations if you forgot to make all operands floats then there's AHK, I'm using it because there are no other options, but it feels like there's no rhythm nor rhyme how you do some things and every time I just shuffle things until it starts working, function calls there are bizarre

Cool I also use TS quite often 👍🏽 Yes auto memory management is a neat feature. You’re less likely to to shoot yourself in the foot 😅

I’m glad you liked it thanks for the feedback 😁 I will fix these and issues already working on the next video 💪🏽

rewrite everything in rust!

Prototyping in python is way faster than rust… Rust will never replace python, but it will more likely replace C/C++ Rust is more similar to C/C++ than python. Rust and python were designed for two completely different use cases

Hey thanks for participating :) I see your point, and it’s true that if you are proficient in Rust you can go fast. But I think Python is still way faster for prototyping: - it’s not compiled so you can run a huge project instantly after making a change, while rust could take a while to re compile - the learning curve is way lower - the ecosystem is huge I also like your POV about rust being low-level and high-level depending on how you use it 👍🏽

Yes, I think it’s more of a c/cpp contender 👍🏽

Ahah hard to resist the appeal 😅

Thanks Vogun ❤️ Let’s gooo ;)

Thanks frero ❤️ Lets go you love Rust hehe After Transcendence ;)

Thanks for the kind and useful feedback! Sorry for the distraction, I tried to make the background music lower and use a chiller song. But I will make it even more quiet next time 👍🏽

@@bitswired I agree, a somewhat lower volume would help. Great video.

Thanks for the feedback 👍🏽 I’ll fix the problem for the next video next week 😉

your audio sux then :P

Thanks Bella ❤️ You will be soon an expert 😉

Thank you very much for your kind words! It means a lot to hear that the video had such a positive impact on you and it makes all the effort worth it. Thanks again for watching and for taking the time to leave such a thoughtful comment 👍🏽

Hey :) You’re right there are libraries that does it for you. However the purpose of the video was to understand how it works in depth, to do so I proposed a simple implementation from scratch. The goal was to help people grasp the concept. I hope you still enjoyed the video 😁

Thanks big boss ❤️

Merci Bella ❤️🦍🐆 EKIP au max!

Thanks frero 💪🏽 Let’s gooooo! Let’s make it work and play Elden Ring soon ahah

Yes depends on your machine and the mode your run With GPU enabled it should be better if you have access to one