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2.2 KiB
LongMemEval plugin
This plugin owns the LongMemEval memory and agentic-answer Steps and their Job defaults.
The trusted judge Step, prompts and answer_judge Job live in plugins/lme-judge. ReMe's built-in benchmark.yaml owns the
shared evaluation Jobs and components. Dataset handling, the runner and results remain
in benchmark/longmemeval.
From the repository root, install ReMe and this plugin in editable mode before running the benchmark:
python -m pip install -e ".[as]"
reme plugins install ./plugins/lme --editable
reme plugins install ./plugins/lme-judge --editable
reme plugins validate lme
reme plugins validate lme-judge
python benchmark/longmemeval/run.py
Editable installation registers the lme entry point while keeping source changes immediately
visible. The runner selects the built-in benchmark preset and explicitly enables lme and lme-judge for
each Application. Installing the plugin makes it discoverable but does not enable it globally.
plugin.yaml registers backends and contributes the plugin-owned auto_memory,
agentic_answer Job defaults. Start a full benchmark application with
reme start config=benchmark plugins='["lme", "lme-judge"]'. The shared preset does not inherit
default: only declared Jobs run, indexing is manual, and neither scheduled dream
nor the optional auto_dream Job is enabled.
The existing auto_memory, agentic_answer, answer_judge, bench and judge
names and model environment variables are unchanged. Explicit application/CLI overrides
still take precedence. Installing this plugin does not start an evaluation.
The shared answer base class lives in reme.steps.benchmark.base_agentic_answer.
The old core-owned reme.steps.benchmark.lme Python import path is removed.
Custom Python callers should import memory, search and answer Steps from reme_lme, and install
lme-judge before importing the judge Step from judge_lme. After uninstalling,
Applications and CLI services must omit the plugin until it is installed again.
Uninstallation never removes datasets, workspaces or results.
Restart an existing service after changing plugins.