Search systemsEXPERIMENTAL / C04

Vector Retrieval Lab

A retrieval testbed for measuring whether context is useful, not merely similar.

PROOF / SYSTEMRETRIEVAL / RANKING / EVALUATION
STATUS
RESEARCH
ARCHITECTURE
DOCUMENTED
STACK
04 SYSTEMS
01 / THE CHALLENGE

Semantic similarity alone can return convincing but unhelpful context.

02 / THE RESPONSE

The lab scores retrieval against task outcomes and makes ranking decisions visible.

03 / SYSTEMS
Vector searchRAGEvaluationData pipelines
04 / NOTE

Experiments across indexing, ranking, chunking, citations, and evaluation loops.

NEXT PROJECT / C05Realtime Audio Field