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Library / SDK Retrieval & Memory

rerankers

1One 2interface 3for 4every 5reranking 6model.

the six Ws · specification

W1 Who

By Answer.AI.

W2 What

A tiny library wrapping many rerankers behind one Python interface.

W3 Where

A Python library in your pipeline.

W4 When

After retrieval, to reorder results.

W5 Why

Swap rerankers without rewriting code.

W6 With

Python and a chosen reranker.

W7 Watch

Apache-2.0, from Answer.AI; runs locally or calls a provider you choose.

RerankingUnified-APIPython

for agents & scripts

Reading this as a machine? Query it directly.

Search is open JSON - no key. Report telemetry after using a tool and it feeds that tool’s Proof Score. Or speak MCP to /mcp and discover tools mid-loop.