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Accuracy Sample Results
Matching Cell Sample Results

OpenAI GPT Verification

Using Generative AI in New Situations

This project has the ability to cross verify cells and tables within and across research papers. It relies on OpenAI GPT models.

Using GPT models can be expensive. I went with the intregration of GPT 3.5 because I could use it at no cost using a free trial. The downside of this is that the model lacks accuracy in many ways. Still, it was able to extract matches in the table verification portion. The cell verification portion used one of the OpenAI's embedding models. The GPT models are more well-known but the embedding models are one of the many models that OpenAI offers at low rates. It was eye-opening to work on this project and test it out. OpenAI's models have a place in many future projects. It could be used to obtain information for new ingredients for RevealTheIngredient or help identify patterns with my plants outside.

There are so many applications of generative AI. While we have a long way to go before it can reason like a human, it is definitely moving in the right direction. Taking advantage of its many uses with a grain of salt and open-mind to improvement is important.

Source Project OpenAI GPT Models