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Philip I. Thomas
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Internal tools of Find AI

Technical presentation at an AI meetup

Philip I. ThomasPhilip I. Thomas
Manhattan rooftop during the 2024 solar eclipse

This week, I presented at the Mindstone AI meetup in NYC about internal tools we built at Find AI. We use OpenAI extensively to build a search engine for people and companies - making millions of daily LLM requests.

In this presentation, I covered two internal tools we built to improve our understanding and usage of OpenAI. The first is a semantic search engine we built on top of OpenAI Embeddings to understand the performance and accuracy of vector-based semantic search. The second is a qualitative model evaluation tool we built to compare the performance of different AI models for our use cases. These tools are internal research products that have never been shown publicly.

I recorded the presentation, which you can watch on Youtube.