Course Format and Delivery
Delivery Method: LiveOnline
Schedule: Full day
All sessions are delivered live by an expert instructor in a fully interactive online environment.
*20% off for group bookings when booking 3 or more attendees from the same organization on the same course dates in the same transaction.
About this course
This hands-on workshop teaches developers how to build modern AI-driven applications using local LLMs, intelligent agents, and standardized tool protocols. Participants learn to move beyond simple prompting to architect AI systems that integrate reasoning, retrieval, and external data sources. The course emphasizes real-world implementation through step-by-step labs in GitHub Codespaces, requiring no local installs.
What you will learn
By the end of the workshop, attendees will have created functional AI agents that use Ollama for local model execution, FastMCP for standardized tool communication, and RAG (Retrieval-Augmented Generation) for context-grounded responses—all deployable to a cloud environment.
