This invention provides a task planning and execution method for
laboratory automation, applicable to the field of
laboratory automation technology. The method includes: decomposing received
user input text using a preset large
language model to generate standardized service commands;
parsing the standardized service commands to extract command strings conforming to a preset service command format; obtaining
intent recognition results matching the command strings and
user input text using preset keyword matching rules; and modifying the command strings according to the
intent recognition results to generate a
list of commands to be executed, for task planning and execution. This invention also provides a task planning and execution device, equipment, storage medium, and program product for
laboratory automation.