Integrated AI Data Analysis Interface Without Copy-Paste Errors
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Solution Overview
Problem
Data analysts face inefficiencies in using generative AI for data analysis due to errors from copying and pasting long programming languages, and the need to switch between multiple windows for analysis tasks, leading to execution errors and inconvenient data handling.
Innovation Solution
A generative AI data analysis system with an integrated user interface that outputs prompts, analysis programming languages, and execution results on a single web page, utilizing a web server with front-end, back-end processors, and a reverse proxy to streamline data analysis by integrating client and external LLM server functionalities.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If the programming language generated by generative AI is long, then the analysis capability is improved, but the error rate increases due to copying mistakes
Solution Approach 1:
The patent merges the generative AI chatbot interface with the data analysis program into a single integrated environment. The programming language generated by the AI is automatically executed within the same window, eliminating the need to copy and paste between different applications. This integration ensures that the complete programming language is transmitted accurately without copying errors, while maintaining the ability to perform complex data analysis tasks.
2Adaptability or versatility
If multiple working windows are used for different analysis tasks, then the functionality is improved, but the operation complexity increases
Solution Approach 1:
The patent combines multiple functional windows (generative AI chatbot, data analysis program, image editing window) into a single integrated working environment. Users can input prompts, view generated programming language, execute analysis, and display results all within one window, eliminating the need to switch between multiple applications and significantly improving operational convenience while maintaining full functionality.
Solution Approach 2:
The integrated platform provides multi-functional capabilities within a single application. The same interface can generate programming language, execute data analysis, process images, and display results, making the system universally applicable to various data analysis tasks without requiring separate specialized software for each function.
3Adaptability or versatility
If manual copying and pasting is required, then the flexibility is improved, but the time consumption increases
Solution Approach 1:
The system performs automatic transmission of the programming language from the generative AI module to the data analysis execution module without requiring manual copying and pasting operations. The system self-manages the workflow by automatically executing the generated code and handling data processing tasks, significantly reducing the time analysts would otherwise spend on manual data transfer while maintaining flexibility in task configuration.
Data Source
AI summary
Provided is a generative AI data analysis system together with a method for providing an integrated user interface using a web server connected in a communication network with a client and an external LLM server, where the system relates to the generative AI data analyzing system and the method for providing the integrated user interface in which a web server outputs, on one web page, a prompt including a file path of a file to be analyzed input by the client, an analysis programming language generated by the external LIM server to correspond to the prompt, and execution result data of executing the analysis programming language on the file to be analyzed together.