AutoPLC combines retrieval from vendor-specific code libraries, LLM-based planning and API recommendation, and compiler feedback from real PLC IDEs to generate compilable Structured Text code for Siemens SCL and CODESYS ST at over 90% compilation pass rates.
Codesys group, May 2021
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AutoPLC: Generating Vendor-Aware Structured Text for Programmable Logic Controllers
AutoPLC combines retrieval from vendor-specific code libraries, LLM-based planning and API recommendation, and compiler feedback from real PLC IDEs to generate compilable Structured Text code for Siemens SCL and CODESYS ST at over 90% compilation pass rates.