Search demo, index-free, full-text
A standard public passage corpus stored as text in the substrate. A query sweeps every passage with NO index, the moment data lands, any ad-hoc term, no ingest wait. Measured live.
the full-text search leader
CANNOT ANSWER IT. An inverted index must be built before the first query, minutes of ingest, and it can only answer the terms and fields it was told to index ahead of time.
semurg, one engine
Zero indexes built. Any ad-hoc term, the instant the corpus lands, by sweeping the raw text at memory bandwidth, on the same engine that also serves graph and vectors.
No index to build means nothing to wait for and nothing it cannot answer.
MS MARCO passages. Measured live on this box. Download it and re-run it yourself.
ask the agent to find a term, the live scan renders here
No index, no ingest wait: a scan answers any ad-hoc query the instant data arrives, runs full-corpus aggregations a bucketed index chokes on, and fuses with graph + vector in one pass. A pre-built index is fast for the one query it was built for, but it must be built first, can't answer what it didn't index, and lives in a separate engine. This is one substrate.