Projection Structure GUI for Accurate Natural Language Queries
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Solution Overview
Problem
Modern graphical user interfaces often struggle to accurately respond to natural language queries without generating fabricated data, and newer forms of user input, such as natural language, are hard to process effectively.
Innovation Solution
A system and method that utilizes a display device and computing device with a processor to generate a projection structure through a graphical user interface, processing natural language query data using a large language model and a look-up table to retrieve accurate response data from a database, adjusting parameters based on user input and displaying an adjusted projection structure.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If natural language queries are processed through existing software, then user input flexibility is improved, but data accuracy deteriorates due to fabricated data generation
Solution Approach 1:
The patent introduces an intermediary system consisting of a processor, database, and projection structure that mediates between natural language input and data output. The system processes natural language queries through structured intermediaries (parameter identification, database lookup, projection generation) rather than directly generating responses, thereby maintaining both flexibility and accuracy.
2Ease of operation
If traditional graphical user interfaces are used, then ease of operation is maintained, but responsiveness to user input deteriorates
Solution Approach 1:
The patent implements a dynamic graphical user interface that adapts and updates in real-time based on user interactions. The projection structure dynamically adjusts parameters and regenerates visualizations in response to user input, making the interface both easy to operate and highly responsive without requiring complex technical knowledge from users.
3Adaptability or versatility
If natural language processing is implemented, then user input versatility is improved, but processing complexity deteriorates
Solution Approach 1:
The patent segments the natural language processing task into distinct manageable components: parameter identification from query, database lookup based on identified parameters, projection structure generation, and visual display. This segmentation reduces processing complexity by breaking down the complex NLP task into sequential, manageable steps that can be handled by different system modules.
Data Source
AI summary
A system for generating a projection structure using a graphical user interface, wherein the system comprises: a display device configured to display a graphical user interface (GUI); a computing device comprising a memory; and a processor, wherein the memory contains instructions configuring the processor to: receive a plurality of datasets, wherein each dataset comprises a plurality of parameters; generate a first projection structure as a function of the datasets; display the first projection structure through the GUI; receive natural language query data corresponding to the first projection structure using a chatbot interface; generate response data as a function of the query data; map, as a function of a look-up table, each categorization to a database entry index; obtain response data from the database; adjust the parameters as a function of the response data; generate a second projection structure; and display it in the GUI.