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tutorials
8 articles
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Attention: How Words Talk to Each Other
Part 2 of the series 'From Token to Chatbot'. The attention mechanism explained with zero math background required: dot product, softmax and the Query/Key/Value trio, with hands-on Python to watch a model link 'it' to 'cat'.
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How an LLM Builds a Word
An LLM does only one thing: predict the next word, over and over. Part one of the series 'From Token to Chatbot' — tokens, embeddings, logits and softmax, with hands-on Python to watch GPT-2 hesitate and then pick 'Paris'.
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Generate Excalidraw Diagrams from Claude Code with MCP
How to install and use the excalidraw-render MCP server to generate architecture diagrams directly from Claude Code, in PNG or SVG.
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Analyze Your Emails with AI: Claude Code + Gmail Practical Guide
Complete tutorial to create your intelligent email analysis assistant with Claude Code. 30-minute setup, read-only access, risk-free.
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Setting Up a Pre-Commit Hook to Verify Files Are Encrypted with Ansible Vault
In this tutorial, we'll set up a pre-commit(https://pre-commit.com/) hook to ensure that all files in the secret directory are encrypted with ansible-
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Activating Ansible Auto-completion with Argcomplete
Terminal auto-completion is a valuable tool for improving efficiency when using Ansible. By setting up argcomplete, you can enjoy Bash auto-completion
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Install and Configure Continue in VSCode with Ollama
Here's a step-by-step guide to installing and configuring the Continue extension in Visual Studio Code (VSCode) with Ollama. Before you begin, make su
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Installing Portainer with Docker Compose: Standard and Custom SSL Setup
Portainer is a powerful and easy-to-use management tool for Docker. In this tutorial, we will guide you through the installation of Portainer using Do
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