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BEZIK model

User AI assistant made using pytorch

Structure

Operator

Operator is a seq-to-seq transformer, made using pytorch. It converts text instructions of what you want computer to do, to instructions that are being later executed by Executor class.

Development Files Tools

Necessary files for training and development of model

  • operator_train.py - this file trains model, you can adjust it by changing hyperparameters and data sets

Training Data

Data folder containing training, test and validation sets is placed in: "./data/operator folder"

  • train.csv
  • test.csv
  • valid.csv

Executor

Executor is a class that execute list of commands received from the operator module.

List of commands:

  • open [program]
  • webdriver [mode] [url] [parameters]
    • search
  • excel [column_names] [column_values]
  • write [program] [code]

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