The invention discloses a
software product multi-version parallel development method based on a large
language model, and the method comprises the steps: receiving a
software multi-version development request, and generating a multi-version demand model through
natural language processing and analysis; constructing a training
data set containing version difference information based on the multi-version demand model, and performing
fine tuning on the large
language model in combination with the instruction template to obtain a target large
language model adapted to multi-version development; double storage spaces are configured for each
software design stage, and initial design achievements and final design achievement storage of all versions are processed in parallel; generating, complementing and optimizing intelligent codes of all versions by utilizing a target large language model; design and code conflicts among multiple versions are detected in real time and intelligently coordinated and solved; and integration
verification of all versions is completed through combination of
automatic testing and
manual testing. According to the method, parallel efficient development of multi-version software is realized, the
code generation accuracy is improved, and the development cost caused by demand change and version conflict is reduced.