The 'Filter then Search' logic for RAG systems involves a two-step process: 1. The Hard Filter (Checkboxes): The database enforces hard rules to ignore data chunks that do not match specific tags (e.g., Year: 2026), eliminating irrelevant data before AI processing. 2. The Smart Match (Search Bar): The AI performs a Vector Search to find the mathematical meaning of words only within the pre-filtered dataset.

Authors

• Person: Piers Fawkes Organization: LinkedIn
  Designing Knowledge Graphs for AI Reasoning, Not Guesswork

Sources

• Designing Knowledge Graphs for AI Reasoning, Not Guesswork www.linkedin.com Piers Fawkes · LinkedIn via serper

Referenced by nodes (2)

• Retrieval-Augmented Generation (RAG) concept
• vector search concept