klotz: llms*

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  1. Extract data from websites in LLM ready JSON or CSV format. Crawl or Scrape entire website with Website Crawler
    2025-07-08 Tags: , , , , , , by klotz
  2. Katanemo Labs introduces Arch-Router, a 1.5B parameter model that intelligently maps user queries to the most suitable LLM, achieving 93% accuracy without the need for costly retraining. It uses a preference-aligned routing framework based on a Domain-Action Taxonomy, allowing for flexible adaptation to evolving models and use cases.
  3. Leveraging MCP for automating your daily routine. This article explores the Model Context Protocol (MCP) and demonstrates how to build a toolkit for analysts using it, including creating a local MCP server with useful tools and integrating it with AI tools like Claude Desktop.
  4. This tutorial introduces the essential topics of the PyTorch deep learning library in about one hour. It covers tensors, training neural networks, and training models on multiple GPUs.
  5. This article explores how AI agents are reshaping software development and the impact they have on a developer’s workflow. It introduces a practical approach to staying in control while working with these tools by adopting key best practices from the discipline of software architecture, including defining an implementation plan, splitting tasks, and so on.
  6. The article details the author's use of Claude Code to add a feature to a GitHub repository: an automatically updated README index. It's accompanied by a 7-minute video demonstrating the process.
  7. GitHub Copilot now has an Agents page to help developers kick off tasks and track progress. Users can assign tasks to Copilot (tech debt, bug fixes, new features) and Copilot will create a draft pull request for review. The feature is available to Copilot Pro/Pro+, Business, and Enterprise users with the coding agent enabled.
  8. This article discusses the impact of Large Language Models (LLMs) on the field of software engineering, arguing that while LLMs can increase efficiency, it's crucial to maintain a pipeline of junior engineers who learn through practical experience and problem-solving, rather than solely relying on AI-generated code.
  9. Sam Altman discusses the imminent arrival of digital superintelligence, its potential impacts on society, and the future of technological progress. He highlights the rapid advancements in AI, the economic and scientific benefits, and the challenges of ensuring safety and equitable access.
  10. Docker introduces the enhanced MCP Catalog, offering secure discovery and execution of MCP servers, addressing security concerns with containerized solutions, and opening the submission process to the community.
    2025-07-02 Tags: , , , by klotz

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