mailitics

Tag: guide

  • An End-to-End Guide to Beautifying Your Open-Source Repo with Agentic AI

    An End-to-End Guide to Beautifying Your Open-Source Repo with Agentic AI The guide to automated improvement of scientific and industrial repositories using open-source AI agents The post An End-to-End Guide to Beautifying Your Open-Source Repo with Agentic AI appeared first on Towards Data Science. Nikolay Nikitin Go to original source

  • A Hands-On Guide to Anthropic’s New Structured Output Capabilities

    A Hands-On Guide to Anthropic’s New Structured Output Capabilities A developer’s guide to perfect JSON and typed outputs from Claude Sonnet 4.5 and Opus 4.1 The post A Hands-On Guide to Anthropic’s New Structured Output Capabilities appeared first on Towards Data Science. Thomas Reid Go to original source

  • A Beginner’s Guide to Robotics with Python

    A Beginner’s Guide to Robotics with Python Build 3D simulations with PyBullet The post A Beginner’s Guide to Robotics with Python appeared first on Towards Data Science. Mauro Di Pietro Go to original source

  • An Interactive Guide to 4 Fundamental Computer Vision Tasks Using Transformers

    An Interactive Guide to 4 Fundamental Computer Vision Tasks Using Transformers An overview of 4 fundamental computer vision tasks – image classification, image segmentation, image captioning and visual question answering, with transformer models. Compare ViT, DETR, BLIP, and ViLT performance interactively by providing a practical Streamlit app implementation guide. The post An Interactive Guide to…

  • The MCP Security Survival Guide: Best Practices, Pitfalls, and Real-World Lessons

    The MCP Security Survival Guide: Best Practices, Pitfalls, and Real-World Lessons Unless you’re someone who lives and breathes cybersecurity, chances are you didn’t think much about authentication, network exposure, or what happens if someone else finds your server. This guide isn’t here to kill the excitement—it’s here to help you use MCP without opening the…

  • Hitchhiker’s Guide to RAG: From Tiny Files to Tolstoy with OpenAI’s API and LangChain

    Hitchhiker’s Guide to RAG: From Tiny Files to Tolstoy with OpenAI’s API and LangChain Scaling a simple RAG pipeline from simple notes to full books The post Hitchhiker’s Guide to RAG: From Tiny Files to Tolstoy with OpenAI’s API and LangChain appeared first on Towards Data Science. Maria Mouschoutzi Go to original source

  • A Developer’s Guide to Building Scalable AI: Workflows vs Agents

    A Developer’s Guide to Building Scalable AI: Workflows vs Agents A practical guide to choosing between AI agents and workflows for production systems, covering the hidden costs, architectural trade-offs, and decision framework that can save you thousands in deployment mistakes. Includes real-world examples and a scoring system to determine which approach fits your specific use…

  • Hitchhiker’s Guide to RAG with ChatGPT API and LangChain

    Hitchhiker’s Guide to RAG with ChatGPT API and LangChain Build a simple Python RAG pipeline using your local files as context The post Hitchhiker’s Guide to RAG with ChatGPT API and LangChain appeared first on Towards Data Science. Maria Mouschoutzi Go to original source

  • A quick guide to Network Science

    A quick guide to Network Science For those who would like to learn about complex connections — from theory to practice in Python Continue reading on Towards Data Science » Milan Janosov Go to original source

  • I Wrote a Guide to Simulation in Python with SimPy

    I Wrote a Guide to Simulation in Python with SimPy Hi folks, I wrote a guide on discrete-event simulation with SimPy, designed to help you learn how to build simulations using Python. Kind of like the official documentation but on steroids. I have used SimPy personally in my own career for over a decade, it…