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: https://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