Apr 30 · 11 min read · The Model Context Protocol crossed 97 million installs in March 2026. There are now over 2,000 community-built MCP servers covering databases, browsers, calendars, code execution, file systems, and dozens of SaaS APIs. If you're building a Python age...
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Apr 29 · 9 min read · Hugging Face Spaces is simultaneously the world’s largest AI demo playground and one of the most underused research tools in a working developer’s toolkit. Most developers know it exists. Fewer use it systematically. The ten Spaces below — ranked by ...
Join discussionApr 26 · 6 min read · I spent three weeks building a LangGraph-based project because I was frustrated with the limitations of traditional machine learning models. I had tried using Hugging Face and FastAPI to build a simple chatbot, but I quickly realized that I needed a ...
Join discussionApr 26 · 3 min read · Let me start with a confession: I spent 6 months trying to master LangGraph, but my models were barely functional. I was stuck in an infinite loop of debugging and tweaking. My code was a mess, and I was about to give up. I remember the first time ...
Join discussionApr 22 · 12 min read · Most agent frameworks make you write hundreds of lines before your first tool call lands. smolagents flips that. The entire framework core fits in roughly 1,000 lines of Python, a ReAct-style agent needs about 40 lines to set up, and the library ship...
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Apr 7 · 8 min read · An LLM memory calculator Hugging Face tool estimates the token count for Transformer models, crucial for managing context window limits on the Hugging Face platform. It helps predict memory footprint and computational costs, ensuring efficient deploy...
Join discussionMar 12 · 15 min read · TLDR: This is a practical, notebook-style quantization guide for Google Colab and Hugging Face. You will quantize real models, run inference, compare memory/latency, and learn when to use 4-bit NF4 vs safer INT8 paths. 📖 What You Will Build in Thi...
Join discussionOct 16, 2025 · 7 min read · This article expands on the technical aspects behind the main article: “Can Social media predict elections?”This article, and related kaggle notebook covers: Sentiment analysis on Twitter data using the Hugging Face package Calculation of NSS and c...
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Sep 12, 2025 · 3 min read · 📝 Quick Summary: AI Sheets is an open-source tool that allows users to build, enrich, and transform datasets using AI models without writing any code. It can be deployed locally or on the Hugging Face Hub, providing access to thousands of open model...
Join discussionSep 6, 2025 · 2 min read · 📝 Quick Summary: The DINOv3 repository provides a PyTorch implementation of the DINOv3 self-supervised vision model. It offers pretrained models and code for generating high-quality dense image features, enabling strong performance on various vision...
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