In the examination scenario
(in current)

In summary, the operational setup involves Ubuntu, Anaconda for environment management, MySQL for data storage, and supplementary programs for efficient information retrieval to construct datasets. Enhancements can be made by detailing specific tools, technologies, or methodologies being employed, providing a more comprehensive overview of the workflow.

Experimenting to build a trainable system using GPU, the setup involves two computers—one for training and one for real-world usage. The training machine utilizes 2 GPUs with 4060 VRAM 16GB each, while the testing machine employs 3 GPUs with 3060 VRAM 12GB each. The real-world testing machine is dedicated to creating a versatile Chatbot for users to interact with, serving as a tool for processing and analyzing user input. Additionally, there is an ongoing effort to develop two types of AI that can learn from each other. This process is still in the developmental stage.