Blog

From the Startrag team

Research notes, engineering deep-dives, and product updates.

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.

EngineeringApr 28, 2026

Constellation linking: turning chunks into a knowledge graph

A look under the hood at how Startrag auto-discovers clusters and connects them at ingest time.

ResearchApr 3, 2026

Measuring hallucination: our open RAG eval harness

We open-sourced the benchmark we use internally. Run it against your own pipeline in minutes.

ProductMar 19, 2026

Bring your own model: Startrag + the AI Gateway

Swap models without re-indexing. How we decoupled retrieval from generation.