Vector-based RAG systems use semantic similarity to retrieve information, which can lead to retrieving text that mentions entities together without confirming if they have a functional relationship, such as being purchased together.

Authors

• Person: Not available Organization: Atlan
  Knowledge Graphs vs RAG: When to Use Each for AI in 2026 - Atlan

Sources

• Knowledge Graphs vs RAG: When to Use Each for AI in 2026 - Atlan atlan.com Atlan via serper

Referenced by nodes (1)

• semantic similarity concept