Method and system for dynamically generating executable source codes for applications

A source code generator for dynamically generating an executable source code for an application, the source code generator comprising:

• a processor;
• and
• a memory, communicatively coupled to the processor, wherein the memory stores processor-executable instructions, which on execution, cause the processor to:
• receive user inputs related to requirements of an application from a user;
• identify an application flow corresponding to the application by processing the user inputs;
• generate one or more source codes for the application flow using at least one pre-trained code generation model, wherein the at least one pre-trained code generation model generates the one or more source codes based on the user inputs, and one or more reference source codes retrieved from predetermined code repositories;
• determine one or more best-fit source codes for the application based on similarities among each of the one or more source codes;
• and
• generate an executable source code for the application by validating the one or more best-fit source codes based on historical information related to one or more executable source codes previously generated by the source code generator.

A non-transitory computer readable medium including instructions stored thereon that when processed by at least one processor cause a source code generator to perform operations comprising:

• receiving user inputs related to requirements of an application from a user;
• identifying an application flow corresponding to the application by processing the user inputs;
• generating one or more source codes for the application flow using at least one pre-trained code generation model, wherein the at least one pre-trained code generation model generates the one or more source codes based on the user inputs, and one or more reference source codes retrieved from predetermined code repositories;
• determining one or more best-fit source codes for the application based on similarities among each of the one or more source codes;
• and
• generating an executable source code for the application by validating the one or more best-fit source codes based on historical information related to one or more executable source codes previously generated by the source code generator.