ChatGPT and ChatGPT API: An Experiment with Evaluating...
This paper delves into the exploration of ChatGPT and its Application Programming Interface (API). The discussion revolves around the significance of understanding and utilizing the ChatGPT API, particularly in the realm of Generative AI applications. The authors emphasize the dissemination of knowledge concerning the potential benefits associated with this technology.
By familiarizing oneself with the ChatGPT API, one can seamlessly integrate it into their applications, expediting the system development process compared to building applications from the ground up. This integration opens avenues for creating wrappers around ChatGPT to cater to diverse needs. Additionally, leveraging the automation capabilities of ChatGPT API allows for the execution of multiple prompts automatically and facilitates the evaluation of the generated outputs.
Experiment and Results
The research conducted an experiment where a series of prompts related to technological inventors' names, sourced from a dataset, were forwarded to ChatGPT using the API. The responses generated by ChatGPT were then evaluated automatically. The findings revealed an impressive accuracy rate of 73.91% in answering the questions, underscoring the feasibility and value of investing efforts in utilizing the ChatGPT API.
While the study was based on a predefined list of inventions, limiting the scope to the available dataset, the researchers highlighted the ease of replicating the experiment on larger datasets with minimal effort. The publicly accessible code provided by the authors streamlines the process, offering a guide for researchers interested in harnessing the capabilities of the ChatGPT API.
