
2/13/2025 · Ju-yeong Ji
What this post added
This post introduces the application of agentic AI principles to Gemma models, demonstrating how to build proactive and autonomous AI systems. It details the use of "Function Calling" to enable interaction with external tools, the "ReAct" prompting style for cycles of reasoning and action, and "Few-shot prompting" to improve model performance. A practical example is provided for creating a dynamic lore generator for a fictional game, showcasing how these techniques can be used to expand Gemma's capabilities beyond its inherent knowledge base.