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Learn how to build an AI-powered Learning Management System from scratch using Ollama, FastAPI, and React. A step-by-step guide for beginner and intermediate developers.
Read full articleA practical comparison between rule-based PDF extraction using pytesseract and an LLM-based approach with Ollama and LLaMA 3, based on a realistic B2B order scenario. The post I Built the Same B2B Document Extractor Twice: Rules vs. LLM appeared first on Towards Data Science.
The TeamPCP threat group has pulled off another big supply chain attack which within a few hours this week was able to successfully compromise 170 Node Package Manager (npm) and PyPI packages. The attack affected the entire TanStack Router ecosystem (@tanstack) of 42 packages, a routing library hugely popular among React web application developers. Multiple other packages were also affected, including @squawk (87 packages), @uipath (66 packages), @tallyui (30 packages), @beproduct (18 packages), as well as Mistral AI’s SDK suite on both npm and PyPI, and the Guardrails AI PyPI package. The attacks, noticed by several vendors using automated security tools, happened on May 11, spreading rapidly through package ecosystems thanks to the worm capabilities of the automated Mini Shai-Hulud malware platform, analysis found. The exact number of package versions caught up in the attack varies depending on the source; according to Aikido Security it was 373 across 169 package namespaces, while S
Learn FastAPI through templates, examples, guides, auth tools, microservices, full-stack starters, and machine learning projects.
FastAPI has become one of the most popular ways to serve machine learning models because it is lightweight, fast, and easy to use.
Run a powerful, private AI coder locally with OpenCode, Ollama & Qwen3-Coder. Free, offline, and unlimited.
PLUS: Run an LLM on your laptop for free with Ollama
Open-weight models are driving the latest excitement in the AI landscape. Running powerful models locally improves privacy, cuts costs, and enables offline use. But the open-source models are far and few! But Google‘s Gemma 4 is here to change that! This guide walks through what Gemma 4 is, would explores its variants, and outlines the […] The post Running Gemma 4 Locally with Ollama on Your PC appeared first on Analytics Vidhya.
Turn an aging laptop into a private AI workspace with Ollama and OpenCode for local coding, testing, and experimentation.
