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主要改���: 1. ������������������ BUILD_EMBEDDINGS_FOR_MEMORY ������������������������������������������ 2. ���������������������������������������������������������������������������BM25������ 3. ��������������������������������������������������������������������� 4. ������������������������������������������������������ 5. ������������������������������������������������������������������������������������ ������������: - ������ constants.py ������������������������������������������ - ������ episodic_memory_manager.py ��������������������������� - ������ test_memory.py ��� delete_event_by_id ������������������ - ������ run_specific_memory_test.py ������������������ - ������ MEMORY_TEST_USAGE.md ������������������ ������������������������������������������������������������������������������������������������
2. 可以通过设置，记录 LLM 的交互过程
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LiaoJianhe
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Feb 11, 2026
Update Mirix to use cache provider registration approach for Cache
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改进内存测试系统，添加环境变量控制和优雅降级机制
主要改进
BUILD_EMBEDDINGS_FOR_MEMORY环境变量支持，可控制是否计算嵌入向量run_specific_memory_test.py支持单独运行特定测试MEMORY_TEST_USAGE.md使用文档技术细节
constants.py支持环境变量控制嵌入向量计算episodic_memory_manager.py的搜索方法选择逻辑test_memory.py中delete_event_by_id的参数名错误测试验证
这些改进使得内存测试系统更加灵活和可靠，支持不同的部署环境需求。