Systems and methods for cloud migration with artificial intelligence

A computer processing system comprising:

• a memory configured to store instructions;
• and
• a hardware processor operatively coupled to the memory for executing the instructions to:
• extracting, by a cloud migration application executed by a computer, application data of an application to be migrated from the computer to a cloud based platform from one or more internal APIs;
• receiving, by the cloud migration application, a text input to a machine learning model executed by one or more processors, the text input comprising a context;
• generating, by the cloud migration application, a prompt including a corpus of text based documents and a blueprint for migration including the context as an embedding;
• providing, by the cloud migration application to the machine learning model, the prompt and the blueprint;
• generating, by the machine learning model, a search for a private vector database for a database document similar to the corpus of text documents based on a vector representation of the corpus of text documents compared to the database document or a sentence transformer of the input text compared to the database document;
• providing, by the machine learning model, the database document and the vector representation to the cloud migration application;
• receiving, at the cloud migration application and from the machine learning model, an executable script based on the blueprint for migration, the database document, and the vector representation;
• and
• executing, by the cloud migration application on the client device, the executable script to migrate the application from the computer to the cloud based platform.

A non-transitory computer readable storage medium, including instructions stored thereon, which when read and executed by one or more computer processors, cause the one or more computer processors to perform steps comprising:

• extracting, by a cloud migration application executed by a computer, application data of an application to be migrated from the computer to a cloud based platform from one or more internal APIs;
• receiving, by the cloud migration application, a text input to a machine learning model executed by one or more processors, the text input comprising a context;
• generating, by the cloud migration application, a prompt including a corpus of text based documents and a blueprint for migration including the context as an embedding;
• providing, by the cloud migration application to the machine learning model, the prompt and the blueprint;
• generating, by the machine learning model, a search for a private vector database for a database document similar to the corpus of text documents based on a vector representation of the corpus of text documents compared to the database document or a sentence transformer of the input text compared to the database document;
• providing, by the machine learning model, the database document and the vector representation to the cloud migration application;
• receiving, at the cloud migration application and from the machine learning model, an executable script based on the blueprint for migration, the database document, and the vector representation;
• and
• executing, by the cloud migration application on the client device, the executable script to migrate the application from the computer to the cloud based platform.