Ollama Full Guide: Run Local AI Models + API + Tool Calling (Python + Colab)

Ollama Full Guide: Run Local AI Models + API + Tool Calling (Python + Colab) Github Repo: https://github.com/middi870/train_model In this video, I walk through the complete Ollama documentation and show you how to run local AI models step by step. We cover: - Installing Ollama - Running models locally (Qwen, Gemma, LLaVA) - Using Ollama API (Generate, Chat, Embeddings) - Python integration with OpenAI-compatible API - Running examples in Google Colab - Tool calling with local LLMs - Comparing different models on the same prompts This is a complete beginner-to-advanced guide to building with local LLMs. Models used: - Qwen3.5 - Gemma4 - LLaVA Tech used: - Python - Ollama API - Google Colab If you want to build AI apps without paying for APIs, this is the perfect starting point. #ollama #localllm #ai #python #machinelearning