Hierarchical RAG: Architecting Document Trees for Sub-Second Retrieval Across 100k Pages

Searching flat vector indexes across massive 100,000-page enterprise document repositories dilutes semantic similarity and produces noisy context. Here is how Hierarchical Tree Indexing achieves sub-second retrieval precision.

Written and maintained by Hassan Nazir, Forward Deployed Engineer and Applied AI practitioner.