Course Description:
This course focuses on integrating AI capabilities into applications using SDKs, frameworks, and local development environments. Learners will gain hands-on experience with industry-leading tools for model deployment, orchestration, and knowledge management, while addressing privacy and cost concerns.

 

Lecture 1: SDK and Framework Usage
Learn to integrate AI into applications using specialized SDKs and frameworks. Explore toolkits for multi-agent orchestration, knowledge management, and rapid development.

Key Objectives:

• AI SDK by Vercel: TypeScript toolkit
• Supermemory AI: Knowledge management
• Agent ADK by Google: Multi-agent orchestration

 

Lecture 2: Local Development
Master local AI development with tools like Ollama and Hugging Face. Understand deployment workflows, collaboration features, and how to optimize for privacy and cost.

Key Objectives:

• Ollama: Local model deployment
• Hugging Face: Model sharing and collaboration
• Privacy and cost considerations