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In this article, the author discusses the potential for innovation with LLMs and the desire to build their own applications using this technology. They walk through the process of building a simple API that interacts with Google Gemini, a powerful LLM that outperforms GPT-4 in various benchmarks. The API serves as a chatbot assistant that can hold onto notes and reset conversations.