Open-source guides and tutorials on AI agents, generative AI, and machine learning—covering Python, TypeScript, MCP server setup, MCP Clients, Ollama and LLM integration.
Documentation
AI Publications 📚
This repository contains a list of publications I have authored or co-authored about Artificial Intelligence, Generative AI, Machine Learning, etc.
July 2025
Ollama MCP Bridge: Effortless Tool Integration | ⏱️ 5 min read
🚪 Learn how to build a drop-in proxy that transparently adds every MCP server tool to your Ollama chat completions without any boilerplate code.
May 2025
Ollama's New Thinking Mode in less than 5 Minutes | ⏱️ 5 min read
🧠 Learn how to use Ollama's new thinking mode to build local AI agents that can reason through complex tasks.
Build an MCP Client in Minutes: Local AI Agents Just Got Real | ⏱️ 5 min read
🤖 Learn how to build a full MCP client in under 100 lines and take your first steps into the world of local AI agents.
April 2025
How to Build Your First MCP Server (Fast) | ⏱️ 6 min read
🚀 Learn how to build your own MCP server to let LLMs interact with your tools.
- Read here on GitHub/README.md)
- Read on Medium
- Read on DEV
March 2025
Using Ollama with TypeScript: A Simple Guide | ⏱️ 4 min read
💻 Learn how to integrate Ollama's powerful language models into your TypeScript applications with simple code examples.
MCP filesystem: Server disconnected | ⏱️ 2 min read
🛠️ A simple solution for nvm users experiencing issues with MCP filesystem server in Claude Desktop.
February 2025
Getting Started with Ollama: Run LLMs on Your Computer | ⏱️ 2 min read
🦙 A beginner's guide to installing and using Ollama to run large language models locally on your personal computer.
Using Ollama with Python: A Simple Guide | ⏱️ 4 min read
🐍 Learn how to integrate Ollama's powerful language models into your Python applications with simple code examples.
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