5 GitHub Repositories that will give you superpowers as an AI Engineer!
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Shared Memory Layer for AI Apps Demonstration
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Memory layer that can be shared across all the AI apps. This is Incredible. Thanks for sharing Akshay, Great demo!
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Why llms.txt Files Are Essential for Information Organization
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In other news – hopefully y'all can start to understand why llms.txt files are so damn useful… E.g see that client down there – it now has everything it needs to know exactly where to find any info you require.
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Feature Issue: Failed URL Loading for LLMs.txt Files
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Love this feature, but it fails to load a *lot* of URLs I give it, including many of my lovely llms.txt files! :O
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Flexicache: New Flexible Cache Decorator for Fastcore
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Thanks to @pydanny
, here's a wonderful article describing a useful new fastcore feature: `flexicache`. It's a super-flexible cache decorator which comes with 'mtime' and 'time' policies ootb, but you can add your own with just a few lines of code. -
Random Forests: A Fundamental Machine Learning Technique Explained
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PS: This isn't a recent addition — I was just reminded about it when I came across Lukas mention in this video, and realised I'd never actually said anything about this. 🙂 Random forests are just so damn cool.
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FactoryAI, Lovable and v0 for AI-powered no-code development
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You should try @FactoryAI for anything serious. It's much easier to use than Cursor and can do much more for you without needing to code yourself. If you just want to create a quick landing page, you can also use Lovable or v0.
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Entropy Approximation Methods in Machine Learning Models
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all the experiments in the paper approximate Hᴷ(x | θ) using bits under arithmetic coding, which is equivalent to cross-entropy here Hᴷ(x) is approximated using the formula for entropy of random uniform distribution for synthetic, and AC/xentropy of 'reference model' for text
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Hugging Face MCP Server Reaches 10k Sessions in One Day
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Close to 10k unique sessions already since the launch of our MCP server a day ago hf[.]co/mcp @huggingface
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Superior Chat UI for API Power Users and Developers
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This. I know it was created as a demo/playground for folks considering the API, but it’s a better chat UI than anything else (other than our own of course!) and is particularly great for power users