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AI Engineer - Learn how to integrate AI into software applications
Overview
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Learn the fundamentals of open source AI in this comprehensive 18-minute tutorial that covers essential concepts, tools, and practical implementations. Explore what open source AI means, understand the complete open source AI stack, and discover how to leverage these technologies for real-world applications. Master key tools including Ollama for running local AI models and n8n for workflow automation through hands-on demonstrations. Build a financial document analyzer using a no-code approach with n8n and Ollama, then advance to creating an email agent workflow using Python, Ollama, and OpenAI Agent SDK. Gain practical experience with both code and no-code solutions while understanding how to implement AI agents and automate complex workflows using open source technologies.
Syllabus
Intro
Defining Open Source AI
Quiz 1
Open Source AI Stack
No-Code Demo: Financial Document Analyzer n8n + Ollama
Code Demo: Email Agent Workflow Python + Ollama + OpenAI Agent SDK
Quiz 2
Taught by
Tina Huang