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ai-publications

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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.

5 stars PythonAI & Machine Learning Updated Aug 16, 2025
aiai-agentsartificial-intelligencegenerative-aihow-tolearningmachine-learningmcpmcp-clientmcp-servermedium-articlesollamapublicationspythonstep-by-steptutorialstypescript

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.

          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.

                  Frequently asked questions

                  What is ai-publications?

                  ai-publications is 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.

                  How do I install ai-publications?

                  Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

                  Is ai-publications open source?

                  Yes — it is hosted on GitHub at https://github.com/jonigl/ai-publications and has 5 stars.

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