JSONStudio is a free online tool that provides many services to generate, convert, visualize, modify, sort, and format JSON data. JSON Studio generates the text summary of the given JSON using the Chat GPT text-davinci-003 Open AI model. Chat GPT is a trained transformer architecture that uses self-attention mechanisms to understand the context of the given input. We send the JSON data given by the user to Chat GPT it analyses and understands the JSON data and generates a user-readable text Summary.
Architecture of ChatGPT:ChatGPT is developed using the transformer architecture that uses self-attention mechanisms to understand the context of given input text data. Vaswani et al a computer scientist he is the first to come up with the idea of transformer architecture published in the paper called "Attention is All You Need”. From this paper, many realized that we can achieve high performance in machine translation using self-attention mechanisms.In the development of ChatGPT, the same transformer architecture is used to generate response text messages for the given input. The model was fed with a sequence of tokens, representing the input data and is trained to predict the next token in the sequence of data. This process is repeated iteratively with the output of each iteration used as input for the next iteration. The model data training process was done on multiple GPUs, using the Adam optimizer and a learning rate schedule that gradually decreased over time. The training process took several weeks to required a huge amount of computational resourcesIn this example, the first line represents the column headers, and the following lines represent the data rows. The values in each row are separated by a comma, so this file could be opened and read by a program that supports the CSV format.