๐ The Power of Your Inner Circle and Community! ๐คโจ
We often hear the saying, "Your network is your net worth," and there's a profound truth to it.
๐ Click the link below to join our xplore community on Discord:
[Discord Invitation Link:](https://t.co/hYdCLreweE)
Mathematical law prevents it. Frobenius proved that only dimensions 1, 2, 4, and 8 can support proper division algebras. Three dimensions simply cannot exist with consistent arithmetic! ๐ซ
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TL;DR on ReFrag:
It uses a helper AI to compress documents.
The main AI needs special training to understand these compressions.
This is why it requires model changes, not just an API call.
Hope this helps! If you found this useful, RT the first tweet to share.
Ever heard of Meta's ReFrag? It makes AI context processing up to 30x faster.
So why isn't everyone using it yet?
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It's not a simple switch. Hereโs the real reason, explained simply. ๐งต
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The payoff for this complex training is huge: a system that can handle much longer documents with a massive speed boost.
Itโs a powerful new method for building next-gen RAG systems, not a simple plug-in for old ones.
Workflow:
Develop & test in regular Python
Add type hints
Compile with mypyc for deploys or speedups
You can keep both .py (source) and .so (fast) versions!