ARTIFICIAL INTELLIGENCE (AI)-BASED SYSTEM AND METHOD FOR GENERATING GENERATIVE AI BASED SOLUTION
卷宗概要
发明人
Luke HIGGINS; Koushik M. VIJAYARAGHAVAN; Dipankar RAYBARMAN; Leon WHINE; Ilangovan SIVAKUMAR; Vaibhav SUNEJA; Pradeep Kumar SENAPATI; Koustuv JANA; Vijeth Srinivas HEGDE; Rajesh NAGARAJAN; Jiayi CHEN; Saravana Babu RAMAN; Elles LE; Jin QIAN
IPC 分类
CPC 分类
Systems and methods for generating generative AI based solution are disclosed. A system receives a request for generating the generative AI (GenAI) based solution. The system classifies the received request into solution patterns and performs actions corresponding to at least one of the solution patterns. The system extracts a metadata from the received request and the actions based on the type of GenAI based solution to be generated. Further, the system segments the extracted metadata into data segments and generates a vector representation of the data segments. The system generates the GenAI based solution corresponding to the received request based on the generated vector representation. The system validates the GenAI based solution large language model (LLM). The system continuously updates the LLM and the vector-based machine learning model with the validated GenAI based solution and user feedback. The system outputs the GenAI based solution on a user interface.
原文（中文）
Systems and methods for generating generative AI based solution are disclosed. A system receives a request for generating the generative AI (GenAI) based solution. The system classifies the received request into solution patterns and performs actions corresponding to at least one of the solution patterns. The system extracts a metadata from the received request and the actions based on the type of GenAI based solution to be generated. Further, the system segments the extracted metadata into data segments and generates a vector representation of the data segments. The system generates the GenAI based solution corresponding to the received request based on the generated vector representation. The system validates the GenAI based solution large language model (LLM). The system continuously updates the LLM and the vector-based machine learning model with the validated GenAI based solution and user feedback. The system outputs the GenAI based solution on a user interface.