ResearchMay 12, 2026
Why vector search alone plateaus on multi-hop questions
Nearest-neighbor retrieval finds similar chunks, but answers often live in the edges between them. Here's the data.
Research notes, engineering deep-dives, and product updates.
Nearest-neighbor retrieval finds similar chunks, but answers often live in the edges between them. Here's the data.
A look under the hood at how Startrag auto-discovers clusters and connects them at ingest time.
We open-sourced the benchmark we use internally. Run it against your own pipeline in minutes.
Swap models without re-indexing. How we decoupled retrieval from generation.