Breaking Barriers: The New Universal LLM Connector in Java

Published On Mon Dec 09 2024
Breaking Barriers: The New Universal LLM Connector in Java

Universal LLM Connector — New Open-Source Java Library: HOSP-AI

When I first started to learn ML — there were a very few tutorials and materials available for Java developers. Almost every article and prototype were built in Python. With Jupyter and Collab making prototyping super easy along with solid support from numerous libraries, there is a huge fan base for Python language in the ML/AI space. Coming from a Java background, I found it hard to work on two skill sets (Python & ML) at the same time. I could only focus on one thing at a time and chose to focus on AI skills instead.

For production-ready highly scalable enterprise solutions, Java still provides a lot of advantages and I intend to use them to get the best of both worlds. While popular frameworks like Spring provide a solution to connect to LLM using Spring AI it doesn’t provide an easier way to connect to multiple providers with minimal changes.

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