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Welcome to the MemMachine evaluation toolset! We’ve created a simple tool to help you measure the performance, response quality, and benchmark accuracy scores(LoCoMo, HotpotQA, WikiMultiHop) of your MemMachine instance. Benchmark Guide: For the latest benchmark commands (retrieval-agent and legacy episodic workflows), see the Evaluation README.