Ollama in Action: Build Fully Private, Multimodal AI Apps

Build complete LLM apps that run entirely on your own machine!

Local LLMs let you run modern AI models on your own hardware, with no API bills, no rate limits, and no data leaving your computer. Through this ebook, you'll go from your first Ollama install to completing several projects in Python to test Ollama's capabilities. These skills give you a foundation to ship private, on-device AI features that stay fully under your control, whether you're building hobby projects, internal tools, or apps that need to run without an internet connection.

You'll learn how to:

• Install and configure Ollama locally
• Run open-source LLMs on your machine
• Send prompts to Ollama from Python
• Work with multimodal vision models
• Build a stateful local chatbot
• Process image folders into structured data

... and more!