Viewing profile — ajainvivek

Benchmark We ran a small benchmark on a real-world insurance corpus: • 4 policy documents • ~1,900 hierarchical nodes • 100 queries across 6 complexity tiers Comparing ReasonDB to …

Hi HN, We built ReasonDB because vector databases break down when agents need to reason over structured relationships. ReasonDB combines: • knowledge graphs • reasoning queries • L…

Your finding #2 is the most important — hallucinations are a retrieval problem, not a generation problem. We hit the same wall building legal document retrieval at Brainfish. Swapp…

Hi HN, I built ReasonDB (Opensource) after spending 3 years building a knowledge intelligence layer at Brainfish (my company). We stitched together vector DBs, graph DBs, and custo…