Llm, Rag, Knowledge Graphs, Vector Search, Retrieval Augmented.
response with vector search is difficult. There are, however, limitations of a graph-only search. Graphs simplify and represent the underlying information of a text into triples (i.e., entity — relationship — entity). Such simplification and abstraction of information bears the risk of losing some