Llm, Rag, Knowledge Graphs, Vector Search, Retrieval Augmented.
significant details. Due to their relational nature, graph databases can provide comprehensive answers by performing exhaustive searches of all interconnected data. Conversely, although efficient in finding similar chunks of text, vector indices might not always capture a complete view of the