💡 There is a SMARTER way to split your documents for GenAI apps
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- Опубликовано: 22 май 2024
- Learn semantic splitting in this hands-on tutorial to improve your language model's performance on document processing tasks.
We dive into a practical Python implementation for finding optimal segmentation points by meaning, essential for retrieval-augmented generation.
Code along with me following the GitHub-hosted notebook and elevate your app's efficiency with this smart splitting strategy.
GitHub Repo: github.com/bitswired/semantic...
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00:00 Why Do We Split Documents?
02:02 Semantic Splitting: The Theory
05:06 Semantic Splitting: The Practice
11:28 Takeaways 
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This is one of the most powerful videos related to AI I ever seen. Very clear, very informative, and very useful. Thanks for the good content 🌹🌹🌹
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 👍🏽
Great video bro, keep going with these fire topics!
Thanks frero 💪🏽
Let’s gooooo!
Let’s make it work and play Elden Ring soon ahah
Very interesting
Thanks big boss ❤️
Love it ❤ You know how to transmit your passion, congrats 😍🦍🔥
Merci Bella ❤️🦍🐆
EKIP au max!
Good presentation but I do not understand how it's different from document AI's that can do this automatically. Why do this manually?
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 😁