NexusGenAI

What it does

My app, NexusGenAI is a platform that makes it easy to manage all of the different LLM prompts one may have. For example, me and many developers use LLMs for different tasks. We may have external use-cases that are customer facing, internal use-cases that require access to documents, and personal use-cases for fun. My app makes it simple to manage all of them.

More importantly, due to the Google Gemini competition, I augmented my platform and transformed it into an evaluation and optimization framework for large language models. I used the Gemini API to make it easy to perform automated prompt engineering using a genetic optimization inspired algorithm with large language models.

This is HUGE for anybody developing LLM applications. Less time can be spent performing manual prompt engineering, and more time can be spent developing use-cases for the end user. My framework works well even with relatively small sample sizes (~40).

The Gemini API is used as one of the models for the prompt and is used throughout the optimization process.