# Shiliu

Shiliu focuses on cross-model, cross-agent Chinese long-term memory infrastructure, covering seven-path memory recall, temporal reasoning, conflict detection, expired-memory cleanup, context compression, and change provenance. The team led a unified memory API and SDK that closes the loop on write, recall, correction, and cross-agent sharing. On the LongMemEval-CN Chinese long-memory benchmark it passed 499/500 items in the first round (99.8% accuracy) and achieved 82.3% input-token compression in staged experiments. The product is now in deliverable Alpha, with public API, permission isolation, audit trails, and enterprise private deployment.

Shiliu focuses on cross-model, cross-agent Chinese long-term memory infrastructure, covering seven-path memory recall, temporal reasoning, conflict detection, expired-memory cleanup, context compression, and change provenance. The team led a unified memory API and SDK that closes the loop on write, recall, correction, and cross-agent sharing. On the LongMemEval-CN Chinese long-memory benchmark it passed 499/500 items in the first round (99.8% accuracy) and achieved 82.3% input-token compression in staged experiments. The product is now in deliverable Alpha, with public API, permission isolation, audit trails, and enterprise private deployment.

Canonical: https://uniquebase.ai/products/UB-D6945
Stable identifier: UB-D6945
Snapshot captured: 2026-10-28T00:47:51.550Z
English updated: 2026-10-28T00:56:07.347Z

## Connected profiles

- [Shiliu](/companies/UB-C12947)

## Sources

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