Unlock the Potential of Open AI in Smart Manufacturing
3.3 CODE AND IMAGE GENERATION FOR ACCELERATING PRODUCT DESIGN
OpenAI code generation capability for product design can be used in manufacturing industry in various ways .
1 . OpenAI Codex is a natural language-to-code system based on GPT-3 , that helps developers create and debug code for factory automation , product simulation , and data analysis . For example , GitHub Copilot is powered by a generative AI model that helps developers or designers to write code faster and thus improves the productivity of the process . It draws context from comments and code to suggest individual lines and whole functions instantly .
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3-5 : GitHub Copilot 7 .
Here are the sample code and examples on how GitHub Copilot can create and debug code for factory automation and product simulation . The code is written in Python and uses the pandas library for data manipulation .
Example : Factory Automation # Define a function to calculate the total production cost of a batch of products
# Input : a pandas DataFrame with columns ' quantity ', ' unit _ cost ', and ' overhead '
# Output : a float representing the total cost def calculate _ total _ cost ( df ):
# Multiply the quantity and unit cost of each row to get the subtotal
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GitHub Copilot for VS Code - DEV Community 54
March 2024