Most RAG systems don’t fail at generation, they fail at retrieval. Today’s approach is fragmented:
• Vector search handles meaning
• Metadata is applied as filters
• Rerankers try to fix the gaps
This leads to complex pipelines and unreliable results.
Aspected Database replaces this with a single, unified model.
