GPT X

Data visualization analysis,
Now, don't code, just type what you want.

GPT X is XMORSE's GPT Agent that supports complex data analysis and automated data visualization.

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Programing Process

GPT X Manual

  • User Manual Guide
  • Automate data analysis
  • Chart analysis 1
  • Chart analysis 2
  • Chart control

Scatter Analytics user manual database creation

01
  • Subdivide the categories of the manual into as many items as possible
  • Each category is stored in the database in the form of key/value

Create QA learning data

02
  • Answer to the question - created with the key value included in the category1) Induce prompt and accurate answers as much as possible
    2) Minimize token values for answers

GPT Fine Tuning (learning) based on training data

03

Ask GPT the contents of user queries through prompts

04

Answer display in GPT

05
  • Answer: Generate an answer based on the learned key value
  • Query execution and display based on the key

Data registration and data information input

01
  • Input data information: data domain, description of the nature of the data, etc.

user query

02
  • Requesting information that can be analyzed with current data

Outputting a list of information that can be analyzed as registration data

03
  • Submit your query to GPT
  • Listing based on GPT's answer
    Selector -> Single ListBox

Select the user's desired conditions

04
  • Select the desired condition from the output list

Query visualization information to analyze user requirements

05
  • isualization information GPT needs for analysis based on user selection ex: Chart type, legend column, X-axis/Y-axis column, statistical information, etc.

Define the layout of the charts obtained by GPT answers according to the number and order of charts

06
  • Create a chart reflecting the layout defined based on the GPT answer

Statistical information GPT transmission of each parameterized

07
  • Request for analysis results based on selected analysis items, statistical information of each chart, and statistical information

Analysis result display

08

analysis definition

01
  • Define the assay and the data required for the assay
  • Define statistical information to process data for analysis Statistical information to pre-calculate necessary statistical information and score information
  • Defining visualizations based on data
  • Define the features required for report searchPredefine the features required to increase search accuracy by narrowing the query spectrum

Regular collection of defined data and data processing

02

Data processing based on defined statistical information

03

Creating a batch report for each type of defined chart

04

Queries for required information (in the form of prompts)

05

Query form conversion of query content

06
  • Conversion into key/value form of prompt query feature
  • Generate key/value queries
  • Executing the query and extracting the corresponding chart

Chart analysis result display

07

Define the information needed for analysis

01
  • Data basic information (if any)
  • Basic information required when creating a chart
  • Statistical information about charts

All chart information XMORSE generates : write to image metafile

02

Select a chart drawn in XMORSE through the search bar

03
  • In the case of other charts or data that cannot be analyzed, a message that the image cannot be analyzed is displayed.

Request analysis from GPT based on the data recorded in the chart image's metafile

04

Display analysis results with charts

05

Define the information needed for analysis

01
  • Data basic information (if any)
  • Basic information required when creating a chart

Chart Drawing via Natural Language Commands

02
  • Users can request creation of desired types of charts such as scatter, pie, and histogram

Control options for each feature of the chart

03
  • Legend color, sort order by legend, specific points, etc. Create a type of chart that meets user requirements

Chart display that reflects your request

04
 

GPT X is a combination of advanced natural language processing (NLP) and
machine learning. XMORSE's GPT Agent.

Users can easily and conveniently create high-quality visualization charts
by explaining desired data in natural language.

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