<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
    <url>
         <loc>https://sage.org.ai/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/about/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/api-reference/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/api-reference/common/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/api-reference/kernel/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/api-reference/libs/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/api-reference/middleware/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/api-reference/platform/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/community/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/community/community/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/community/faq/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/community/intellistream/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/community/meetings/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/community/team-assignments/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/community/faculty/Shuhao%20Zhang/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/community/weekly-reports/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/concepts/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/concepts/architecture/overview/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/concepts/architecture/package-structure/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/concepts/architecture/design-decisions/l2-platform-layer/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/concepts/architecture/design-decisions/rpc-queue-refactoring/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/concepts/architecture/design-decisions/sage-libs-restructuring/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/contributions/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/contributions/component/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/contributions/engine/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/contributions/platform/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/data/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/TEMPLATE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/leaderboard_prompt/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/package-architecture/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/test_wrong_location/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/archive/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/archive/PR_DESCRIPTION/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/archive/legacy_algorithms/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/archive/cleanup_reports_20251129/CLEANUP_SUMMARY_20251129/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/archive/cleanup_reports_20251129/L6_DOC_CLEANUP_REPORT_20251129/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/archive/cleanup_reports_20251129/PARALLEL_DOC_CLEANUP_TASKS/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/archive/cleanup_reports_20251129/TASK10_TUTORIALS_CLEANUP_SUMMARY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/archive/cleanup_reports_20251129/TASK11_CLEANUP_REPORT_20251129/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/archive/cleanup_reports_20251129/TASK5_CLEANUP_REPORT_20251129/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/AGENT_TRAINING_PIPELINE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ANALYSIS-repository-structure/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ANNS_REFACTOR_PLAN/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ANN_CLEANUP_2026-01-10/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/BENCHMARK_ANNS_REFACTOR_PLAN/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/BREAKING_CHANGES_agent_tools_plan/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/BUILD_CACHE_MANAGEMENT/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/CAMPUS_NETWORK_ACCESS/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/CHANGELOG-sage-studio-independence/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/CHANGELOG-vllm-removal/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/CODE_SHARING_RAG_INDEXBUILDER/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/COMPLETION_CHECKLIST/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/FINETUNE_ARCHITECTURE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/FINETUNE_BACKEND_INTEGRATION/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/FINETUNE_GPU_RESOURCE_MANAGEMENT/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/FINETUNE_IMPROVEMENTS_SUMMARY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/FINETUNE_PROCESS_PERSISTENCE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/FINETUNE_SAGE_DOCS_FIX/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/FINETUNE_SAGE_DOCS_INTEGRATION/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/L3_LIBS_NAMESPACE_MIGRATION/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/MERGE_CONFLICT_RESOLUTION_GUIDE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/MIDDLEWARE_COMPONENT_PROMOTION_POLICY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/MIGRATION_PLAN_libs_to_middleware_promotions/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/SELF_HOSTED_DEPLOYMENT/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/SUMMARY-sage-studio-split/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/TASK_J_FINETUNE_ENGINE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/TODO-sage-studio-cleanup/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ci-cd-troubleshooting/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ci-cpp-extensions-removal/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/copilot-instructions-architecture/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/dependency_management/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/docs-reorganization-guide/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/examples-testing-strategy/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/extras-design/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/finetune-engine-integration/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/installation-validation-fixes/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/libamm-migration-guide/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/migration-sage-examples-2026-01/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/option_a_flag_day_multi_agent_prompt_checklist/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/package-docs-audit-2026-01-02/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/parallel-batch-insertion/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/pending_actions/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/pep420-namespace-migration/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/pypi-package-naming-fix-summary/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/pypi-package-naming/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/pypi-publisher-migration/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/sagedb-independence-migration/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/task_j_phase1_summary/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/architecture/ARCHITECTURE_CHECK_REPORT/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/architecture/DATA_TYPES_ARCHITECTURE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/architecture/EXAMPLES_TESTING_PYPI_STRATEGY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/architecture/KERNEL_REFACTORING_ANALYSIS_1041/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/architecture/NEUROMEM_ARCHITECTURE_ANALYSIS/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/architecture/SAGE_CHAT_ARCHITECTURE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/architecture/SAGE_CLI_CREATION_PROGRESS/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/architecture/SAGE_CLI_PACKAGE_PLAN/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/architecture/SAGE_VLLM_CONTROL_PLANE_INTEGRATION/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/architecture/VLLM_SERVICE_INTEGRATION_DESIGN/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ci-cd/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ci-cd/CHANGELOG_CODE_QUALITY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ci-cd/CICD_MIGRATION_TO_SAGE_DEV/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ci-cd/CODECOV_SETUP_GUIDE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ci-cd/CODE_QUALITY_GUIDE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ci-cd/DEV_INFRASTRUCTURE_SETUP/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ci-cd/DOCUMENTATION_CHECK_REPORT/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ci-cd/DOCUMENTATION_MAINTENANCE_QUICKREF/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ci-cd/FIX_LIBSTDCXX_CI_869/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ci-cd/GIT_SUBMODULE_OPTIMIZATION/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ci-cd/PACKAGE_README_GUIDELINES/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ci-cd/PACKAGE_README_QUALITY_REPORT/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ci-cd/PACKAGE_README_QUALITY_REPORT_UPDATED/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ci-cd/PIP_INSTALL_MONITOR/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ci-cd/PRE_COMMIT_TROUBLESHOOTING/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ci-cd/QUALITY_CHECK_INCONSISTENCY_ISSUE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ci-cd/VERSION_MANAGEMENT/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/ci-cd/ci-logging-optimization/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/control-plane/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/control-plane/CONTROL_PLANE_ROUTING_FIX/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/control-plane/LLM_CONTROL_PLANE_TASKS/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/data-architecture/DATA_ARCHITECTURE_IMPLEMENTATION_SUMMARY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/data-architecture/DATA_ARCHITECTURE_REDESIGN/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/data-architecture/DATA_EXTENSION_GUIDE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/data-architecture/DATA_MIGRATION_GUIDE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/data-architecture/DATA_QUICK_START/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/deployment/PYPI_SHARED_LIBRARY_FIX/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/gateway-rag-service/COMPLETE_FIX_RECORD/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/gateway-rag-service/GATEWAY_RAG_MIGRATION/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/gateway-rag-service/STUDIO_FIXES_FINAL/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/migration/APPLICATION_ORGANIZATION_STRATEGY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/migration/EMBEDDING_QUICK_REFERENCE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/migration/EMBEDDING_README/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/migration/EMBEDDING_SYSTEM_COMPLETE_SUMMARY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/migration/PROJECT_STRUCTURE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/migration/TOOLS_INTEGRATION_TO_SAGE_TOOLS/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/plans/feature_studio_middleware_integration/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/security/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/security/API_KEY_SECURITY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/security/CONFIG_CLEANUP_REPORT/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/security/SECURITY_COMPLETION_REPORT/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/security/SECURITY_UPDATE_SUMMARY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/security/TODO_SECURITY_CHECKLIST/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/studio-chat/STUDIO_RAG_PIPELINE_FIX/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/testing/PYTEST_CONFIG_STRATEGY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/testing/SAGE_LIBS_TEST_COVERAGE_SUMMARY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/cross-layer/troubleshooting/nodejs-path-priority/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l1-common/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l1-common/CHANGELOG-speculative-migration/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l1-common/CLEANUP_AUTOMATION/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l1-common/EXECUTION-SUMMARY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l1-common/MIGRATION-REPORT-speculative/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l1-common/PR-unified-gateway/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l1-common/VLLM_TORCH_VERSION_CONFLICT/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l1-common/control-plane-enhancement/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l1-common/control-plane-roadmap-tasks/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l1-common/speculative-decoding-migration/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l1-common/unified-gateway-tasks/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l2-platform/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l2-platform/CHECKPOINT_SYSTEM/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l2-platform/DEPENDENCY_OPTIMIZATION/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l2-platform/DEPENDENCY_VERIFICATION/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l2-platform/ENVIRONMENT_AND_CLEANUP/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l2-platform/INSTALLATION_VALIDATION/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l2-platform/PERFORMANCE_OPTIMIZATION_INTEGRATION/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l2-platform/TROUBLESHOOTING/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l3-kernel/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l3-kernel/KERNEL_REFACTORING_COMPLETED/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l3-kernel/KEYED_STATE_GUIDE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l3-kernel/OPTIMIZATION_REPORT/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l3-kernel/PERFORMANCE_OPTIMIZATION_RAY_QUEUE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l3-kernel/RESOURCE_CONFIG_SUPPORT_FEATURE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l3-kernel/TEST_RESULTS/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l3-kernel/cpu-node-feature-README/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l3-kernel/cpu-node-setup/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l3-libs/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l3-libs/AGENT_FINETUNE_API_REFERENCE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l3-libs/ANN_MIGRATION_PLAN/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l3-libs/CHAT_FINETUNE_INTEGRATION_SUMMARY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l3-libs/EMBEDDING_CHANGELOG/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l3-libs/EMBEDDING_OPTIMIZATION_PLAN/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l3-libs/FINETUNE_REFACTOR_SUMMARY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l3-libs/LIBAMM_MEMORY_OPTIMIZATION/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l3-libs/PIPELINE_BUILDER_EMBEDDING_INTEGRATION/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l3-libs/cmake-cleanup-2026-01/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l3-libs/refactoring-2026-01/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/AUTOSTOP_MODE_SUPPORT/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/AUTOSTOP_SERVICE_FIX_SUMMARY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/DOCUMENT_STORAGE_FEATURE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/DOCUMENT_STORAGE_STATUS/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/DOCUMENT_STORAGE_USER_GUIDE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/FIX_AUTOSTOP_SERVICE_CLEANUP/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/GRAPH_MEMORY_FINAL_STATUS/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/MEMORY_STATISTICS_FEATURE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/REMOTE_AUTOSTOP_IMPLEMENTATION/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/REMOTE_MODE_SUPPORT/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/SONG_MIGRATION_COMPLETE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/recomp-integration-tasks/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/refiner-llmlingua-integration-tasks/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/vdb-backend-selection/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/memory-refactor-2024/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/memory-refactor-2024/00_REFACTOR_OVERVIEW/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/memory-refactor-2024/01_NEUROMEM_REFACTOR_PLAN/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/memory-refactor-2024/02_SERVICE_IMPLEMENTATION_PLAN/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/memory-refactor-2024/03_CONFIGURATION_MIGRATION/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/memory-refactor-2024/04_TESTING_STRATEGY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/memory-refactor-2024/05_IMPLEMENTATION_CHECKLIST/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/memory-refactor-2024/CHANGELOG-memory-refactor/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/memory-refactor-2024/MEMORY_SERVICE_NAMING_DISCUSSION/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/memory-refactor-2024/PARALLEL_TASKS_BREAKDOWN/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/memory-refactor-2024/REFACTOR_MEMORY_SERVICE_REGISTRY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/memory-refactor-2024/REFACTOR_SUMMARY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l4-middleware/memory-refactor-2024/TASK_ASSIGNMENT/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l5-cli/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l5-cli/CLI_HELP_UPDATE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l5-cli/COMMAND_CHEATSHEET/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l5-cli/COMMAND_REORGANIZATION_SUMMARY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l5-cli/llm-preset-launcher/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l5-tools/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l5-tools/CACHE_MANAGEMENT/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l5-tools/CI_TEST_IMPROVEMENTS/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l5-tools/GIT_HOOKS_MIGRATION/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l5-tools/INSTALLATION_TOOLS_ARCHITECTURE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l5-tools/LOGGING_ENHANCEMENT/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l5-tools/PRE_COMMIT_AUTOFIX_GUIDE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l5-tools/SCRIPTS_CLEANUP_COMPLETE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l5-tools/SELF_HOSTED_RUNNER_SETUP/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l5-tools/SUBMODULE_OPERATIONS_GUIDE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/l5-tools/TOOLS_MIGRATION_NOTES/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/migration/ISAGELLM_MIGRATION/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/migration/VLLM_TO_SAGELLM_MIGRATION/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/research_work/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/research_work/slo-aware-kv-cache-management-proposal/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/research_work/slo-aware-kv-cache-management-task-plan/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/research_work/agent-tool-benchmark/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/research_work/agent-tool-benchmark/paper1/icml_prompt/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/research_work/agent-tool-benchmark/paper2/icml_prompt/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/research_work/agent-tool-benchmark/paper2/presentation_prompt/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/research_work/agent-tool-benchmark/paper2/task_division_prompt/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/research_work/agent-tool-benchmark/paper2/latex/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/task-plans/00_%E4%BB%BB%E5%8A%A1%E6%80%BB%E8%A7%88/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/task-plans/01_CSS%E6%A0%B7%E5%BC%8F%E4%BB%BB%E5%8A%A1/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/task-plans/02_JavaScript%E4%BB%BB%E5%8A%A1/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/task-plans/03_%E6%95%B0%E6%8D%AE%E5%87%86%E5%A4%87%E4%BB%BB%E5%8A%A1/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/task-plans/04_HTML%E9%9B%86%E6%88%90%E4%BB%BB%E5%8A%A1/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/testing/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/testing/KEYED_STATE_COVERAGE_IMPROVEMENT/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/testing/SAGE_MIDDLEWARE_TESTING_SUMMARY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/dev-notes/testing/TEST_IMPROVEMENT_TASKS/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/developers/ci-cd/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/developers/commands/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/developers/development-setup/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/getting-started/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/getting-started/DEPENDENCY_FIX/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/getting-started/installation/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/getting-started/quickstart/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/applications/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/best-practices/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/deployment/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-common/overview/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/architecture/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/best-practices/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/concepts/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/faq/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/runtime_communication/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/runtime_services/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/runtime_tasks/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/api/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/api/connected-streams/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/api/datastreams/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/api/environments/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/api/functions/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/components/cli/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/config/config/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/core/core_overview/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/core/dataflow_model/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/core/execution_environments/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/core/functions/functions_overview/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/core/operators/operators_overview/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/examples/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/examples/basic_tutorials/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/guides/improvements/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/guides/operations/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-kernel/guides/quickstart/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/agents/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/context/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/embedding/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/io/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/lib_intro/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/operators_reference/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/philosophy/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/rag/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/tools_intro/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/agents/components/action/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/agents/components/mcp_server/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/agents/components/memory/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/agents/components/planner/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/agents/components/profile/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/agents/components/runtime/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/agents/examples/agent_min/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/rag/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/rag/api_reference/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/rag/components/chunk/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/rag/components/document_loaders/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/rag/components/evaluate/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/rag/components/generator/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/rag/components/index_build/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/rag/components/promptor/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/rag/components/refiner/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/rag/components/reranker/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/rag/components/retriever/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/rag/components/search/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/rag/examples/RAG/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/rag/examples/RAG_milvus/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/tools/arxiv_paper_searcher/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/tools/image_captioner/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/tools/nature_news_fetcher/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/tools/searcher_tool/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/tools/text_detector/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-libs/tools/url_text_extractor/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-middleware/middleware_instrument/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-middleware/overview/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-middleware/api/service_api/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-middleware/components/neuromem/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-middleware/components/sage_db/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-middleware/hardware/gpu_acceleration/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-middleware/service/service_api/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-middleware/service/service_intro/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-middleware/service/memory/memory_api/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-middleware/service/memory/memory_service/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-middleware/service/neuromem/vdb/faiss/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-middleware/service/neuromem/vdb/vdb/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-middleware/service/sage-db/sage_db_service/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-middleware/service/sage-flow/sage_flow_service/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-platform/overview/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-tools/cli_reference/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/guides/packages/sage-tools/pipeline_builder/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/security/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/security/IMPLEMENTATION_SUMMARY/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/security/OFFLINE_INSTALLATION/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/security/PERMISSION_MANAGEMENT/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/security/SECURE_INSTALLATION_GUIDE/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
    <url>
         <loc>https://sage.org.ai/security/SECURITY_IMPROVEMENTS/</loc>
         <lastmod>2026-02-06</lastmod>
    </url>
</urlset>