Hardware code generation from multimedia specification documents

A process to transform a multimodal hardware specification document into register-transfer level (RTL) code, the process comprising:

• configuring a large language model into multiple agents to transform the hardware specification document into a structured implementation plan comprising a sequence of hardware functions;
• configuring the large language model to apply progressive coding and prompt optimization to sequentially transform the hardware functions into low-level program code through a plurality of progressively lower-level code generation stages;
• and
• transforming the low-level program code of the hardware functions into the RTL code through a code optimizer and high-level synthesis tool.

A non-volatile media comprising machine-readable instructions that, when executed by one or more data processor of a computer system, configure the computer system to transform a multimodal hardware specification document into register-transfer level (RTL) code by:

• configuring a large language model into multiple agents to transform the hardware specification document into a structured implementation plan comprising a sequence of hardware functions;
• configuring the large language model to apply progressive coding and prompt optimization to sequentially transform the hardware functions into low-level program code through a plurality of progressively lower-level code generation stages;
• and
• transforming the low-level program code of the hardware functions into the RTL code through a code optimizer and high-level synthesis tool.