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News
Reflex Open Sources XY: A Rust-Backed Super-Fast Python Charting Library That Keeps 100 Million Point
1+ mon, 1+ week ago (216+ words) XY is early alpha at version 0.0.1. It ships as pip install xy and requires Python 3.11 or newer. XY keeps canonical f64 columns in a ColumnStore in Python and picks a rendered representation per trace. Current defaults start M4 decimation above 10,000 rows for…...
A Step-by-Step Coding Tutorial to Implement GBrain: The Self-Wiring Memory Layer Built by Y Combinator's Garry Tan for AI Agents
3+ mon, 3+ week ago (408+ words) You’ll install GBrain locally, import a small notes folder, run a real search, watch the knowledge graph...By the end of the tutorial, you’ll have: GBrain is written in TypeScript and runs on Bun....For this tutorial we…...
5 AI Model Architectures Every AI Engineer Should Know
9+ mon, 1+ day ago (691+ words) In this article, we’ll explore the five major players: Large Language Models (LLMs), Vision-Language...tokens, turn those tokens into embeddings, pass them through layers of transformers, and generate text back...
5 Common LLM Parameters Explained with Examples
10+ mon, 2+ week ago (490+ words) The generation process works as follows: We’ll visualize how the token probability distribution changes...We’ll test this using the prompt: “List 10 possible titles for a fantasy book....
Meet Pyversity Library: How to Improve Retrieval Systems by Diversifying the Results Using Pyversity?
10+ mon, 2+ week ago (704+ words) In this tutorial, we’ll focus on the MMR and MSD strategies using a practical example....We’ll use this dataset to demonstrate how diversification techniques can reduce repetition and produce...
RAG Without Vectors: How PageIndex Retrieves by Reasoning
4+ mon, 2+ week ago (983+ words) In this article, we’ll use PageIndex to index the seminal Transformer paper — “Attention Is All You Need...
How BM25 and RAG Retrieve Information Differently?
5+ mon, 3+ week ago (351+ words) In this article, we’ll break down how each approach works, where each one wins, and why production systems...
How to Build Supervised AI Models When You Don’t Have Annotated Data
10+ mon, 1+ week ago (356+ words) Here’s how the workflow typically looks: In this article, we’ll walk through how to apply this strategy...
Implementing Softmax From Scratch: Avoiding the Numerical Stability Trap
8+ mon, 1+ week ago (856+ words) In this article, we’ll build an intuitive understanding of how Softmax works and why its implementation...
Kernel Principal Component Analysis (PCA): Explained with an Example
9+ mon, 1+ week ago (619+ words) In this article, we’ll walk through how Kernel PCA works and use a simple example to visually compare...