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8 changes: 8 additions & 0 deletions CHANGELOG.md
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# Changelog

## Unreleased

- The [benchmarks page](https://wordcell.io/benchmarks) now leads with Oh's
500-question LongMemEval-S study, where Oh semantic retrieval scored 88.87%
and BM25 86.13%; on the measure Oh named before the run, its interval does
not rule out a tie. Oh's smaller Supermemory pilot remains the only matched
comparison with Supermemory.

## 0.23.0

Wordcell can serve a vault to local Model Context Protocol clients and import
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7 changes: 5 additions & 2 deletions README.md
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The [benchmarks page](https://wordcell.io/benchmarks) shows the payload and
SciFact results beside the published results of Oh, the embedded memory
framework, each with its source data and limits. Oh's scores measure its own
memory-retrieval path, not a Wordcell vault.
framework, each with its source data and limits. On all 500 LongMemEval-S
questions, Oh semantic retrieval scored 88.87% and BM25 86.13% with the same
reader and budget; on the measure Oh named before the run, its interval does
not rule out a tie. Oh's scores measure its own memory-retrieval path, not a
Wordcell vault.

## How the files fit together

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