SYSTEM, APPARATUS AND METHOD OF MANAGING KNOWLEDGE GENERATED FROM TECHNICAL DATA

System, apparatus and method for managing knowledge generated from technical data are disclosed. The method comprising receiving a user query for technical data stored as a knowledge base (842A) on a knowledge-based system (842); determining, by an inference engine (822), a contextual relevance between the user query and the knowledge base (842A), wherein the knowledge base (842A) comprises a query-able framework of the technical data including processed textual sections and indexed images; identifying textual sections and images of the knowledge base (842A) associated with the user query based on the contextual relevance; determining, by the inference engine (822), relevancy of the identified textual sections and indexed images based on frequency of terms in the query with respect to the identified textual sections and the indexed images; and generating, by the inference engine (822), a response (818A) to the user query including extracted textual sections and indexed images having a relevancy score that exceeds a threshold.