NOTE : This was my final project for the Artificial Intelligence course at UNIFESP Tutorial: Tool Calling and Model Context Protocol (MCP) for Java Applications Using Local LLM Abstract Business Applications integration with Large Language Models (LLM) is proven to be helpful in multiple areas. The programming language Java is among the most used programming languages for Business Application but is not known for its strong adoption by Data Scientists, however, using Java application can make use of Tool Calling for integration with LLM. In this tutorial we share how a Java application can be tuned for high performance and integrated with local LLM using Tool Calling and Model Context Protocol (MCP). Introduction Business Applications integration with Large Language Models (LLM) provide better knowledge management, customer operations, improvements in marketing and sales, analytics and reporting, automation and in many other areas (Arslan et all, 2026). Generative AI at wor...
Blog about programming, client applications and intelligent use of AI. Talking about Machine Learning and AI before it was cool! We like to use JavaFX, Processing, Local execution of ML and LLM models and everything that is fun!