├── .gitignore ├── app ├── __init__.py ├── api │ └── memory_api.py ├── config │ ├── __init__.py │ ├── database_config.py │ ├── decomposer_config.py │ ├── executor_config.py │ ├── rag_config.py │ └── search_config.py ├── database.py ├── database_pool.py ├── errors │ ├── __init__.py │ ├── exceptions.py │ ├── handlers.py │ ├── helpers.py │ └── messages.py ├── execution │ ├── __init__.py │ ├── adversarial_execution_strategy.py │ ├── assemblers.py │ ├── async_executor.py │ ├── atomic_executor.py │ ├── base_executor.py │ ├── evaluation_orchestrator.py │ ├── executors │ │ ├── __init__.py │ │ ├── base.py │ │ ├── enhanced.py │ │ └── tool_enhanced.py │ ├── llm_execution_strategy.py │ ├── multi_expert_execution_strategy.py │ ├── orchestrators │ │ └── batch_executor.py │ └── prompt_builder.py ├── graph.py ├── interfaces │ └── __init__.py ├── llm.py ├── main.py ├── models.py ├── models_memory.py ├── prompts │ ├── __init__.py │ ├── en_US.py │ ├── manager.py │ └── zh_CN.py ├── repository │ ├── __init__.py │ ├── chat_action_runs.py │ ├── optimized_queries.py │ ├── plan_repository.py │ ├── plan_storage.py │ └── tasks.py ├── routers │ ├── __init__.py │ ├── agent_routes.py │ ├── async_execution_routes.py │ ├── benchmark_routes.py │ ├── chat_routes.py │ ├── context_routes.py │ ├── decomposition_routes.py │ ├── evaluation_routes.py │ ├── execution_routes.py │ ├── job_routes.py │ ├── plan_routes.py │ ├── registry.py │ ├── session_routes.py │ ├── smart_assembly_routes.py │ ├── system_health_routes.py │ ├── task_routes.py │ ├── tool_routes.py │ ├── upload_routes.py │ └── vector_routes.py ├── scheduler.py ├── services │ ├── __init__.py │ ├── amem_client.py │ ├── cache │ │ ├── __init__.py │ │ ├── base_cache.py │ │ ├── cache_factory.py │ │ ├── embedding_cache.py │ │ └── llm_cache.py │ ├── context │ │ ├── __init__.py │ │ ├── context.py │ │ ├── context_budget.py │ │ ├── graph_attention.py │ │ ├── index_root.py │ │ ├── retrieval.py │ │ └── structure_prior.py │ ├── embeddings │ │ ├── __init__.py │ │ ├── async_embedding_manager.py │ │ ├── cache.py │ │ ├── cache_unified.py │ │ ├── embedding_batch_processor.py │ │ ├── embeddings.py │ │ ├── glm_api_client.py │ │ ├── local_embedding_client.py │ │ ├── similarity_calculator.py │ │ ├── thread_safe_async_manager.py │ │ ├── thread_safe_batch_processor.py │ │ ├── thread_safe_cache.py │ │ ├── thread_safe_embeddings.py │ │ └── vector_adapter.py │ ├── evaluation │ │ ├── __init__.py │ │ ├── adversarial_evaluator.py │ │ ├── base_evaluator.py │ │ ├── benchmark.py │ │ ├── content_evaluator.py │ │ ├── evaluation_cache.py │ │ ├── evaluation_supervisor.py │ │ ├── expert_evaluator.py │ │ ├── llm_evaluator.py │ │ ├── meta_evaluator.py │ │ └── phage_evaluator.py │ ├── execution │ │ ├── command_runner.py │ │ └── workspace_manager.py │ ├── foundation │ │ ├── README.md │ │ ├── __init__.py │ │ ├── config.py │ │ ├── logging_config.py │ │ └── settings.py │ ├── llm │ │ ├── __init__.py │ │ ├── decomposer_service.py │ │ ├── llm_cache.py │ │ ├── llm_service.py │ │ └── structured_response.py │ ├── memory │ │ ├── __init__.py │ │ ├── chat_memory_middleware.py │ │ ├── memory_hooks.py │ │ ├── memory_service.py │ │ └── unified_cache.py │ ├── planning │ │ ├── __init__.py │ │ ├── decomposition_with_evaluation.py │ │ ├── planning.py │ │ ├── recursive_decomposition.py │ │ └── tool_aware_decomposition.py │ ├── plans │ │ ├── __init__.py │ │ ├── decomposition_jobs.py │ │ ├── plan_decomposer.py │ │ ├── plan_executor.py │ │ ├── plan_models.py │ │ └── plan_session.py │ ├── session_context.py │ ├── session_title_service.py │ └── storage │ │ ├── __init__.py │ │ ├── hybrid_vector_storage.py │ │ └── milvus_service.py ├── utils.py └── utils │ ├── __init__.py │ ├── route_helpers.py │ ├── task_path_generator.py │ └── warnings_config.py ├── data └── databases │ └── temp │ ├── drug_research.db │ ├── medical_ai.db │ ├── recommendations.db │ ├── recommendations.db-shm │ └── recommendations.db-wal ├── docs ├── AMEM_INTEGRATION.md ├── API_REFERENCE.md ├── ARCHITECTURE.md ├── Database_and_Cache_Management.md ├── EVALUATION_SYSTEM.md ├── EVALUATION_SYSTEM_GUIDE.md ├── INTEGRATIONS_GEMINI_CLI.md ├── LLM_ACTIONS.md ├── LOCAL_EMBEDDING_SETUP.md ├── MEMORY_MCP_SYSTEM.md ├── QUICK_START.md ├── RECURSIVE_DECOMPOSITION_GUIDE.md ├── ROADMAP.md ├── Tool-box_Usage_Guidelines.md ├── agent_execution_plan.md ├── backend_api_reference.md ├── chat_prompt_sections.md ├── database_schema_overview.md ├── frontend_api_usage.md ├── plans │ ├── action_log_persistence_plan.md │ ├── chat_prompt_pipeline.md │ ├── chat_prompt_unbound_session_plan.md │ ├── chat_session_autotitle_plan.md │ ├── chat_session_delete_plan.md │ ├── chat_sessions_frontend_plan.md │ ├── create_plan_dialog_integration.md │ ├── decompose_task_plan.md │ ├── deployment_guide.md │ ├── graph_rag_integration_plan.md │ ├── memory_system_integration_plan.md │ ├── plan_decomposition_async_logging.md │ ├── plan_execution_results_interface.md │ ├── plan_refactor.md │ ├── plan_sync_realtime_update.md │ ├── plan_tree_ordered_insertion.md │ ├── structured_agent_action_testing.md │ ├── task_detail_drawer_plan.md │ ├── toolbox_refactor_plan.md │ ├── two_stage_chat_flow.md │ ├── web_search_dual_provider_plan.md │ ├── web_search_result_ui_plan.md │ └── web_search_session_provider_plan.md ├── test_database_function.md └── workflow.md ├── examples └── document_reader_example.py ├── execute_memory ├── A-mem-main │ ├── .gitignore │ ├── .pre-commit-config.yaml │ ├── API_README.md │ ├── Figure │ │ ├── framework.jpg │ │ ├── intro-a.jpg │ │ └── intro-b.jpg │ ├── LICENSE │ ├── README.md │ ├── agentic_memory │ │ ├── __init__.py │ │ ├── llm_controller.py │ │ ├── memory_system.py │ │ └── retrievers.py │ ├── api.py │ ├── config.cfg │ ├── config.example.cfg │ ├── example_client.py │ ├── pyproject.toml │ ├── requirements.txt │ └── tests │ │ ├── __init__.py │ │ ├── conftest.py │ │ ├── test_memory_system.py │ │ ├── test_retriever.py │ │ └── test_utils.py └── Amem.zip ├── requirements.txt ├── scripts ├── init_memory_system.py ├── install_document_reader_deps.sh ├── start_amem.sh ├── test_amem_integration.py ├── test_amem_with_claude.sh └── test_memory_system.sh ├── start_backend.sh ├── tasks.db ├── test ├── conftest.py ├── test_chat_routes_integration.py ├── test_chat_routes_request_subgraph.py ├── test_chat_sessions_routes.py ├── test_claude_code.py ├── test_execution_routes.py ├── test_llm_model_usage.py ├── test_plan_decomposer.py ├── test_plan_executor.py ├── test_plan_repository_basic.py ├── test_plan_repository_contexts.py ├── test_plan_repository_edge_cases.py ├── test_plan_routes.py ├── test_structured_agent_actions.py ├── test_task_contexts.py └── tools │ ├── test_document_reader.py │ └── test_graph_rag_tool.py ├── test_upload.py ├── todo.md ├── tool_box ├── README.md ├── __init__.py ├── cache.py ├── client.py ├── integration.py ├── router.py ├── server.py ├── tools.py └── tools_impl │ ├── __init__.py │ ├── claude_code.py │ ├── database_query.py │ ├── document_reader.py │ ├── file_operations.py │ ├── graph_rag │ ├── GRAPH_RAG_USAGE.md │ ├── Triples │ │ └── all_triples.csv │ ├── __init__.py │ ├── exceptions.py │ ├── graph_rag.py │ └── service.py │ ├── internal_api.py │ ├── shell_execution.py │ ├── vision_reader.py │ ├── web_search.py │ └── web_search │ ├── __init__.py │ ├── exceptions.py │ ├── handler.py │ ├── providers │ ├── __init__.py │ ├── builtin.py │ └── perplexity.py │ ├── result.py │ └── router.py └── web-ui ├── .env.production ├── claude_code_env.sh ├── dist ├── assets │ ├── antd-afddbd5e.js │ ├── antd-afddbd5e.js.map │ ├── codicon-79f233d0.ttf │ ├── editor-6d22fb0d.css │ ├── editor-9a5c26b0.js │ ├── editor-9a5c26b0.js.map │ ├── index-80e3726a.css │ ├── index-c5a17a5d.js │ ├── index-c5a17a5d.js.map │ ├── vendor-e1f171d9.js │ ├── vendor-e1f171d9.js.map │ ├── visualization-3d1fbcf6.js │ └── visualization-3d1fbcf6.js.map └── index.html ├── index.html ├── node_modules ├── .bin │ ├── acorn │ ├── baseline-browser-mapping │ ├── browserslist │ ├── esbuild │ ├── eslint │ ├── js-yaml │ ├── jsesc │ ├── json5 │ ├── loose-envify │ ├── nanoid │ ├── node-which │ ├── parser │ ├── rimraf │ ├── rollup │ ├── semver │ ├── tsc │ ├── tsserver │ ├── update-browserslist-db │ ├── uuid │ └── vite ├── .package-lock.json └── @ant-design │ ├── colors │ ├── LICENSE │ ├── README.md │ ├── es │ │ ├── generate.d.ts │ │ ├── generate.d.ts.map │ │ ├── generate.js │ │ ├── index.d.ts │ │ ├── index.d.ts.map │ │ ├── index.js │ │ ├── presets.d.ts │ │ ├── presets.d.ts.map │ │ ├── presets.js │ │ ├── types.d.ts │ │ ├── types.d.ts.map │ │ └── types.js │ ├── lib │ │ ├── generate.d.ts │ │ ├── generate.d.ts.map │ │ ├── generate.js │ │ ├── index.d.ts │ │ ├── index.d.ts.map │ │ ├── index.js │ │ ├── presets.d.ts │ │ ├── presets.d.ts.map │ │ ├── presets.js │ │ ├── types.d.ts │ │ ├── types.d.ts.map │ │ └── types.js │ └── package.json │ ├── cssinjs-utils │ ├── LICENSE │ ├── README.md │ ├── es │ │ ├── _util │ │ │ └── hooks │ │ │ │ ├── useUniqueMemo.d.ts │ │ │ │ └── useUniqueMemo.js │ │ ├── hooks │ │ │ ├── useCSP.d.ts │ │ │ ├── useCSP.js │ │ │ ├── usePrefix.d.ts │ │ │ ├── usePrefix.js │ │ │ ├── useToken.d.ts │ │ │ └── useToken.js │ │ ├── index.d.ts │ │ ├── index.js │ │ ├── interface │ │ │ ├── components.d.ts │ │ │ ├── components.js │ │ │ ├── index.d.ts │ │ │ └── index.js │ │ └── util │ │ │ ├── calc │ │ │ ├── CSSCalculator.d.ts │ │ │ ├── CSSCalculator.js │ │ │ ├── NumCalculator.d.ts │ │ │ ├── NumCalculator.js │ │ │ ├── calculator.d.ts │ │ │ ├── calculator.js │ │ │ ├── index.d.ts │ │ │ └── index.js │ │ │ ├── genStyleUtils.d.ts │ │ │ ├── genStyleUtils.js │ │ │ ├── getCompVarPrefix.d.ts │ │ │ ├── getCompVarPrefix.js │ │ │ ├── getComponentToken.d.ts │ │ │ ├── getComponentToken.js │ │ │ ├── getDefaultComponentToken.d.ts │ │ │ ├── getDefaultComponentToken.js │ │ │ ├── maxmin.d.ts │ │ │ ├── maxmin.js │ │ │ ├── statistic.d.ts │ │ │ └── statistic.js │ ├── lib │ │ ├── _util │ │ │ └── hooks │ │ │ │ ├── useUniqueMemo.d.ts │ │ │ │ └── useUniqueMemo.js │ │ ├── hooks │ │ │ ├── useCSP.d.ts │ │ │ ├── useCSP.js │ │ │ ├── usePrefix.d.ts │ │ │ ├── usePrefix.js │ │ │ ├── useToken.d.ts │ │ │ └── useToken.js │ │ ├── index.d.ts │ │ ├── index.js │ │ ├── interface │ │ │ ├── components.d.ts │ │ │ ├── components.js │ │ │ ├── index.d.ts │ │ │ └── index.js │ │ └── util │ │ │ ├── calc │ │ │ ├── CSSCalculator.d.ts │ │ │ ├── CSSCalculator.js │ │ │ ├── NumCalculator.d.ts │ │ │ ├── NumCalculator.js │ │ │ ├── calculator.d.ts │ │ │ ├── calculator.js │ │ │ ├── index.d.ts │ │ │ └── index.js │ │ │ ├── genStyleUtils.d.ts │ │ │ ├── genStyleUtils.js │ │ │ ├── getCompVarPrefix.d.ts │ │ │ ├── getCompVarPrefix.js │ │ │ ├── getComponentToken.d.ts │ │ │ ├── getComponentToken.js │ │ │ ├── getDefaultComponentToken.d.ts │ │ │ ├── getDefaultComponentToken.js │ │ │ ├── maxmin.d.ts │ │ │ ├── maxmin.js │ │ │ ├── statistic.d.ts │ │ │ └── statistic.js │ └── package.json │ ├── cssinjs │ ├── LICENSE.md │ ├── README.md │ ├── dist │ │ └── umd │ │ │ └── cssinjs.min.js │ ├── es │ │ ├── Cache.d.ts │ │ ├── Cache.js │ │ ├── Keyframes.d.ts │ │ ├── Keyframes.js │ │ ├── StyleContext.d.ts │ │ ├── StyleContext.js │ │ ├── extractStyle.d.ts │ │ ├── extractStyle.js │ │ ├── hooks │ │ │ ├── useCSSVarRegister.d.ts │ │ │ ├── useCSSVarRegister.js │ │ │ ├── useCacheToken.d.ts │ │ │ ├── useCacheToken.js │ │ │ ├── useCompatibleInsertionEffect.d.ts │ │ │ ├── useCompatibleInsertionEffect.js │ │ │ ├── useEffectCleanupRegister.d.ts │ │ │ ├── useEffectCleanupRegister.js │ │ │ ├── useGlobalCache.d.ts │ │ │ ├── useGlobalCache.js │ │ │ ├── useHMR.d.ts │ │ │ ├── useHMR.js │ │ │ ├── useStyleRegister.d.ts │ │ │ └── useStyleRegister.js │ │ ├── index.d.ts │ │ ├── index.js │ │ ├── linters │ │ │ ├── NaNLinter.d.ts │ │ │ ├── NaNLinter.js │ │ │ ├── contentQuotesLinter.d.ts │ │ │ ├── contentQuotesLinter.js │ │ │ ├── hashedAnimationLinter.d.ts │ │ │ ├── hashedAnimationLinter.js │ │ │ ├── index.d.ts │ │ │ ├── index.js │ │ │ ├── interface.d.ts │ │ │ ├── interface.js │ │ │ ├── legacyNotSelectorLinter.d.ts │ │ │ ├── legacyNotSelectorLinter.js │ │ │ ├── logicalPropertiesLinter.d.ts │ │ │ ├── logicalPropertiesLinter.js │ │ │ ├── parentSelectorLinter.d.ts │ │ │ ├── parentSelectorLinter.js │ │ │ ├── utils.d.ts │ │ │ └── utils.js │ │ ├── theme │ │ │ ├── Theme.d.ts │ │ │ ├── Theme.js │ │ │ ├── ThemeCache.d.ts │ │ │ ├── ThemeCache.js │ │ │ ├── calc │ │ │ │ ├── CSSCalculator.d.ts │ │ │ │ ├── CSSCalculator.js │ │ │ │ ├── NumCalculator.d.ts │ │ │ │ ├── NumCalculator.js │ │ │ │ ├── calculator.d.ts │ │ │ │ ├── calculator.js │ │ │ │ ├── index.d.ts │ │ │ │ └── index.js │ │ │ ├── createTheme.d.ts │ │ │ ├── createTheme.js │ │ │ ├── index.d.ts │ │ │ ├── index.js │ │ │ ├── interface.d.ts │ │ │ └── interface.js │ │ ├── transformers │ │ │ ├── interface.d.ts │ │ │ ├── interface.js │ │ │ ├── legacyLogicalProperties.d.ts │ │ │ ├── legacyLogicalProperties.js │ │ │ ├── px2rem.d.ts │ │ │ └── px2rem.js │ │ └── util │ │ │ ├── cacheMapUtil.d.ts │ │ │ ├── cacheMapUtil.js │ │ │ ├── css-variables.d.ts │ │ │ ├── css-variables.js │ │ │ ├── index.d.ts │ │ │ └── index.js │ ├── lib │ │ ├── Cache.d.ts │ │ ├── Cache.js │ │ ├── Keyframes.d.ts │ │ ├── Keyframes.js │ │ ├── StyleContext.d.ts │ │ ├── StyleContext.js │ │ ├── extractStyle.d.ts │ │ ├── extractStyle.js │ │ ├── hooks │ │ │ ├── useCSSVarRegister.d.ts │ │ │ ├── useCSSVarRegister.js │ │ │ ├── useCacheToken.d.ts │ │ │ ├── useCacheToken.js │ │ │ ├── useCompatibleInsertionEffect.d.ts │ │ │ ├── useCompatibleInsertionEffect.js │ │ │ ├── useEffectCleanupRegister.d.ts │ │ │ ├── useEffectCleanupRegister.js │ │ │ ├── useGlobalCache.d.ts │ │ │ ├── useGlobalCache.js │ │ │ ├── useHMR.d.ts │ │ │ ├── useHMR.js │ │ │ ├── useStyleRegister.d.ts │ │ │ └── useStyleRegister.js │ │ ├── index.d.ts │ │ ├── index.js │ │ ├── linters │ │ │ ├── NaNLinter.d.ts │ │ │ ├── NaNLinter.js │ │ │ ├── contentQuotesLinter.d.ts │ │ │ ├── contentQuotesLinter.js │ │ │ ├── hashedAnimationLinter.d.ts │ │ │ ├── hashedAnimationLinter.js │ │ │ ├── index.d.ts │ │ │ ├── index.js │ │ │ ├── interface.d.ts │ │ │ ├── interface.js │ │ │ ├── legacyNotSelectorLinter.d.ts │ │ │ ├── legacyNotSelectorLinter.js │ │ │ ├── logicalPropertiesLinter.d.ts │ │ │ ├── logicalPropertiesLinter.js │ │ │ ├── parentSelectorLinter.d.ts │ │ │ ├── parentSelectorLinter.js │ │ │ ├── utils.d.ts │ │ │ └── utils.js │ │ ├── theme │ │ │ ├── Theme.d.ts │ │ │ ├── Theme.js │ │ │ ├── ThemeCache.d.ts │ │ │ ├── ThemeCache.js │ │ │ ├── calc │ │ │ │ ├── CSSCalculator.d.ts │ │ │ │ ├── CSSCalculator.js │ │ │ │ ├── NumCalculator.d.ts │ │ │ │ ├── NumCalculator.js │ │ │ │ ├── calculator.d.ts │ │ │ │ ├── calculator.js │ │ │ │ ├── index.d.ts │ │ │ │ └── index.js │ │ │ ├── createTheme.d.ts │ │ │ ├── createTheme.js │ │ │ ├── index.d.ts │ │ │ ├── index.js │ │ │ ├── interface.d.ts │ │ │ └── interface.js │ │ ├── transformers │ │ │ ├── interface.d.ts │ │ │ ├── interface.js │ │ │ ├── legacyLogicalProperties.d.ts │ │ │ ├── legacyLogicalProperties.js │ │ │ ├── px2rem.d.ts │ │ │ └── px2rem.js │ │ └── util │ │ │ ├── cacheMapUtil.d.ts │ │ │ ├── cacheMapUtil.js │ │ │ ├── css-variables.d.ts │ │ │ ├── css-variables.js │ │ │ ├── index.d.ts │ │ │ └── index.js │ └── package.json │ ├── fast-color │ ├── LICENSE │ ├── README.md │ ├── es │ │ ├── FastColor.d.ts │ │ ├── FastColor.js │ │ ├── index.d.ts │ │ ├── index.js │ │ ├── types.d.ts │ │ └── types.js │ ├── lib │ │ ├── FastColor.d.ts │ │ ├── FastColor.js │ │ ├── index.d.ts │ │ ├── index.js │ │ ├── types.d.ts │ │ └── types.js │ └── package.json │ └── icons-svg │ ├── ReadMe.md │ └── es │ └── asn │ ├── AccountBookFilled.d.ts │ ├── AccountBookFilled.js │ ├── AccountBookOutlined.d.ts │ ├── AccountBookOutlined.js │ ├── AccountBookTwoTone.d.ts │ ├── AccountBookTwoTone.js │ ├── AimOutlined.d.ts │ ├── AimOutlined.js │ ├── AlertFilled.d.ts │ ├── AlertFilled.js │ ├── AlertOutlined.d.ts │ ├── AlertOutlined.js │ ├── AlertTwoTone.d.ts │ ├── AlertTwoTone.js │ └── AlibabaOutlined.d.ts ├── package-lock.json ├── package.json ├── src ├── App.tsx ├── api │ ├── chat.ts │ ├── client.ts │ ├── memory.ts │ ├── planTree.ts │ ├── plans.ts │ ├── scope.ts │ ├── tasks.ts │ └── upload.ts ├── components │ ├── chat │ │ ├── ChatMessage.tsx │ │ ├── ChatPanel.tsx │ │ ├── FileUploadButton.tsx │ │ ├── JobLogPanel.tsx │ │ ├── ToolResultCard.tsx │ │ ├── UploadedFilesList.tsx │ │ └── __tests__ │ │ │ └── ToolResultCard.test.tsx │ ├── common │ │ └── ErrorBoundary.tsx │ ├── dag │ │ ├── DAGVisualization.tsx │ │ ├── PlanDagVisualization.tsx │ │ ├── PlanTreeVisualization.css │ │ ├── PlanTreeVisualization.tsx │ │ ├── TreeVisualization.css │ │ └── TreeVisualization.tsx │ ├── layout │ │ ├── AppHeader.tsx │ │ ├── AppSider.tsx │ │ ├── ChatLayout.tsx │ │ ├── ChatMainArea.tsx │ │ ├── ChatSidebar.tsx │ │ └── DAGSidebar.tsx │ ├── memory │ │ ├── MemoryDetailDrawer.tsx │ │ ├── MemoryGraph.tsx │ │ └── SaveMemoryModal.tsx │ └── tasks │ │ └── TaskDetailDrawer.tsx ├── config │ └── env.ts ├── hooks │ ├── usePlans.ts │ └── useTasks.ts ├── main.tsx ├── pages │ ├── Dashboard.tsx │ ├── Memory.tsx │ ├── Plans.tsx │ ├── System.tsx │ 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