Architecture

One engine, not a stack.

Antfly is retrieval for agents: hybrid search, ranking, and local ML inference in a single engine that runs over the data you already have.

The mental model

You control all of it.

retrieval = engine(relational, standalone, full-text + vector, json)

Four terms, one engine: where your data lives, how it runs, how it indexes, how you query. Pick any combination.

data engine
storage engine
indexing engine
query engine

Without Antflyevery box is yours to stand up, wire together, version, and wake up for.

With Antflyone engine that gets sharper the more your agents use it.

Prototype to production

Start on one node.

Install, run one command, and query in minutes. When you outgrow the node, your code comes with you.

Run your first query