How to Use Marimo for Interactive Data Analysis
Learn how to use Marimo for interactive data analysis with Python, Pandas, and Altair, and turn a reactive notebook into a simple shareable dashboard.
222 stories
Learn how to use Marimo for interactive data analysis with Python, Pandas, and Altair, and turn a reactive notebook into a simple shareable dashboard.
Get work done, and have seconds added back to your life since you won't be writing second, third or — *gasp!* — fourth line follow-ups to your impeccable typed line numero uno.
Local LLMs are easier than ever to run, but they’re surprisingly hard to benchmark fairly.Continue reading on Towards AI »
Open WebUI is a universal chat interface with connectivity to local or remote LLM providers, custom files, documents, and a knowledge base, with full customization of model capabilities. Application features are configured both personally for a user account and globally by admin users.
The free models that actually work with OpenClaw, tested: Gemini Flash, Qwen on Groq, local Ollama models, OpenRouter free tier and what to skip.
macOS gives your models about 10.7GB of the 16GB. Here's what fits, how fast it runs, seven defaults to fix, and a script to test your ownContinue reading on Towards AI »
A new report out today from Google LLC’s Google Threat Intelligence Group finds that monthly software vulnerability disclosures doubled between January and August.
OpenAI’s agents reached a proposed solution in 88 hours. But the human research that came before, and the controversy that followed, raise a harder question: what actually counts as an AI discovery?
Record a Tabstack Research request, preserve its cited pages, and check the answer against its sources with a Python review sheet.
Ollama pulls model weights, keeps an HTTP server on port 11434, and hands any client an OpenAI-shaped endpoint pointed at your own machine. Learn how to manage, configure, and optimize using Ollama right here.
La IA se está convirtiendo en una parte habitual del software empresarial. No como un chatbot aislado, sino como una funcionalidad integrada dentro de flujos de trabajo reales: generación de código traducciones automatización del soporte resúmenes asistentes internos análisis de monitorización…
Try Zapier: https://bit.ly/4yVvOtV Zapier helps you build custom automation and we're looking at how Zapier CLI can help me build news scanner app that keeps me up to date with AI.
Learn how to build an AI meeting knowledge base with Meet Companion: searchable notes, action items, source-backed answers and in-call recall.
In this video, we will learn how to install Google's open-source Gemma 4 model on an HP OmniBook 5, and use it without the internet. I will drop six months of credit card statements into it and it will give me comp; It read the whole thing and returned a categorised expense breakdown.
In this article, you will learn how to automatically extract structured knowledge from raw text and populate a knowledge graph with SPOC quads using a...
Amazon Web Services(AWS)は、GPTやClaude、Gemini、Ollamaなど主要なLLMやLLMランタイムを基にした高性能なAIエージェントを簡単に自作できるツール「Strandsハーネス」をオープンソースで公開しました。
Gemma 4 vs Qwen 3.5 at every size, 0.8B to 397B, plus where Qwen 3.6 and 3.8 27B fit. Benchmarks, VRAM needs, and the right pairing for your hardware.
Ollama now supports decision models, based on TypeSafe's Jev API for fast, typed decisions. Decision models can now be run at no cost with low latency. Based on text, decision models answer yes-or-no questions, choices and scores about it, with a probability for every option.
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