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MikroElektronika has developed AI, natural language processing and machine learning to increase the efficiency of its development environment, as the first step to automatic code generation. Version 3.0 of the Necto Studio Integrated Development Environment (IDE) includes an AI Assistant that uses natural language processing (NLP) for a question and answer help service. This uses data from Necto help files, mikroSDK help and Click board help, as well as data from microcontroller datasheets such as registers information, tables and more to answer questions that may be vague or misspelt.