LICENSE
MANIFEST.in
README.md
requirements-prod.txt
requirements.txt
setup.py
scripts/ailoos_cli.py
scripts/ailoos_terminal.py
scripts/auto_hibernation_manager.py
scripts/benchmark_api_optimization.py
scripts/benchmark_cache_augmented_rag.py
scripts/benchmark_datasets.py
scripts/benchmark_empoorio_rag.py
scripts/benchmark_graph_rag.py
scripts/benchmark_knowledge_graph.py
scripts/benchmark_moe_performance.py
scripts/benchmark_rag_empoorio.py
scripts/benchmark_serialization.py
scripts/benchmark_unified_systems.py
scripts/benchmark_vs_giants.py
scripts/bootstrap_dpo_dataset.py
scripts/build-and-deploy.sh
scripts/calculate_cost_savings.py
scripts/canary_deploy.py
scripts/cleanup_placeholders.py
scripts/compare_rag_performance.py
scripts/configure_vercel_env.sh
scripts/configure_vllm_batching.py
scripts/create_dense_model_example.py
scripts/demo_complete_pipeline.py
scripts/demo_edge_inference.py
scripts/demo_expert_system.py
scripts/demo_fase_real_5.py
scripts/demo_fase_real_5_final.py
scripts/demo_fase_real_5_standalone.py
scripts/demo_federated_heartbeat.py
scripts/demo_forge_training.py
scripts/demo_function_calling.py
scripts/demo_function_calling_simple.py
scripts/demo_real_federated_loop.py
scripts/demo_real_learning_simple.py
scripts/demo_tools_standalone.py
scripts/demo_vision_analysis.py
scripts/demo_workflow_engine.py
scripts/demo_workflow_engine_clean.py
scripts/deploy.sh
scripts/deploy_backend.sh
scripts/deploy_backend_cloud_run.sh
scripts/deploy_cloud_run.sh
scripts/deploy_empoorio_cloudrun.sh
scripts/deploy_frontend.sh
scripts/deploy_full.sh
scripts/deploy_production.sh
scripts/diagnose_chat_backend.py
scripts/export_to_edge.py
scripts/extend_context_moe.py
scripts/federated_linguistic_demo_standalone.py
scripts/federated_linguistic_diagnostic.py
scripts/federated_linguistic_empowered.py
scripts/federated_linguistic_final.py
scripts/federated_linguistic_final_production.py
scripts/federated_linguistic_fixed.py
scripts/federated_linguistic_global_scale.py
scripts/federated_linguistic_optimized.py
scripts/federated_linguistic_production.py
scripts/federated_linguistic_real.py
scripts/federated_linguistic_real_fixed.py
scripts/federated_linguistic_scale_100.py
scripts/federated_linguistic_simple.py
scripts/federated_linguistic_simple_final.py
scripts/federated_linguistic_training.py
scripts/federated_linguistic_ultra.py
scripts/finetune_empoorio_serialization.py
scripts/generate_vapid_keys.py
scripts/hardware_detector.py
scripts/health_check.sh
scripts/install_cli_dependencies.py
scripts/install_sdk_dependencies.py
scripts/integration_test_production.sh
scripts/launch_testnet.py
scripts/license_audit.py
scripts/linguistic_fire_minimal.py
scripts/linguistic_fire_simple.py
scripts/linguistic_fire_standalone.py
scripts/maintenance_prune.sh
scripts/measure_cache_hit_rate.py
scripts/measure_inference_latency.py
scripts/monitor_model_drift.py
scripts/prepare_sovereign_vision_data.py
scripts/prune_old_images.sh
scripts/prune_unsigned_images.sh
scripts/publish_benchmark_results.py
scripts/publish_to_pypi.py
scripts/quantize_model.py
scripts/run_accuracy_regression_test.py
scripts/run_benchmarks_ci.py
scripts/run_cag_load_stress_tests.py
scripts/run_federated_load_test.py
scripts/run_maturity5_tests.py
scripts/run_niah_benchmark.py
scripts/run_niah_simple.py
scripts/run_production_system.py
scripts/run_rag_cag_validation.py
scripts/run_real_data_pipeline.py
scripts/run_real_data_pipeline_standalone.py
scripts/run_real_evaluation_system.py
scripts/run_real_evaluation_system_standalone.py
scripts/run_real_federated_training.py
scripts/run_real_federated_training_standalone.py
scripts/run_security_tests.sh
scripts/scheduled_maintenance.sh
scripts/security_penetration_test.py
scripts/set_cleanup_policies.sh
scripts/setup_cosign_secrets.sh
scripts/setup_vercel_credentials.sh
scripts/sign_image.sh
scripts/simple_backend.py
scripts/solucion_final_completa.py
scripts/solucion_problemas_conexion.py
scripts/start_coordinator.py
scripts/stress_test_build.sh
scripts/test_accuracy_framework.py
scripts/test_api_comprehensive.py
scripts/test_api_gateway.py
scripts/test_chat_api.py
scripts/test_chat_e2e.py
scripts/test_competitive_analysis_report.py
scripts/test_connection_summary.py
scripts/test_data_infrastructure_e2e.py
scripts/test_empoorio_provider.py
scripts/test_federated_client.py
scripts/test_frontend_backend_connection.py
scripts/test_hardware_detection.py
scripts/test_linguistic_fire.py
scripts/test_marketing_charts_generator.py
scripts/test_mobile_edge_benchmarks.py
scripts/test_performance_report_generator.py
scripts/test_production_deployment.sh
scripts/test_push_notifications.py
scripts/test_quantization_compatibility.py
scripts/test_real_code_only.py
scripts/test_real_code_only_clean.py
scripts/test_real_federated_loop.py
scripts/test_real_learning_consistent.py
scripts/test_sdk_complete.py
scripts/test_vision_activation.py
scripts/test_wallet_staking.py
scripts/test_workflow_basic.py
scripts/train_context_extension.py
scripts/train_domain_expert.py
scripts/train_expert_real_validation.py
scripts/train_vision_projector.py
scripts/upcycle_dense_to_moe.py
scripts/validate_and_update_docs.py
scripts/validate_federated_endpoints.py
scripts/validate_moe_implementation.py
scripts/verify_deployment_readiness.sh
scripts/verify_expert_hotswap.py
scripts/verify_expert_system_fixed.py
scripts/verify_image.sh
scripts/verify_vercel_env.sh
scripts/vision_semantic_sanity.py
scripts/vision_tensor_test.py
scripts/validation/run_federated_integration_test.py
scripts/validation/run_inference_performance_test.py
scripts/validation/run_large_scale_test.py
scripts/validation/run_mlops_quality_test.py
scripts/validation/run_security_compliance_test.py
scripts/validation/test_blue_green_validation.py
scripts/validation/test_deduplication_simple.py
scripts/validation/test_deduplication_standalone.py
scripts/validation/test_empoorio_coherence.py
scripts/validation/test_inference_api_endpoints.py
scripts/validation/test_optimization_standalone.py
scripts/validation/test_phase2_standalone.py
scripts/validation/test_rag_tokenizer_integration.py
scripts/validation/test_structured_output_validation.py
scripts/validation/test_timeseries_basic.py
scripts/validation/test_tokenizer_integration.py
scripts/validation/validate_fase2_implementation.py
scripts/validation/validate_fase2_simple.py
scripts/validation/validate_fase4_implementation.py
scripts/validation/validate_large_scale_tests.py
scripts/validation/validate_multi_tenancy.py
scripts/validation/validate_results.py
src/ailoos/__init__.py
src/ailoos/automated_testing_demo.py
src/ailoos/demo_complete_pipeline.py
src/ailoos/demo_complete_system.py
src/ailoos/demo_corrective_rag.py
src/ailoos/demo_feedback_loops.py
src/ailoos/demo_self_rag.py
src/ailoos/demo_speculative_rag.py
src/ailoos/rag_demo.py
src/ailoos.egg-info/PKG-INFO
src/ailoos.egg-info/SOURCES.txt
src/ailoos.egg-info/dependency_links.txt
src/ailoos.egg-info/entry_points.txt
src/ailoos.egg-info/not-zip-safe
src/ailoos.egg-info/requires.txt
src/ailoos.egg-info/top_level.txt
src/ailoos/active_learning/__init__.py
src/ailoos/active_learning/active_learning_manager.py
src/ailoos/active_learning/active_learning_pipeline.py
src/ailoos/active_learning/density_weighted_sampling.py
src/ailoos/active_learning/expected_model_change.py
src/ailoos/active_learning/query_by_committee.py
src/ailoos/active_learning/uncertainty_sampling.py
src/ailoos/ai/__init__.py
src/ailoos/ai/personalization.py
src/ailoos/api/__init__.py
src/ailoos/api/analytics_api.py
src/ailoos/api/compliance_api.py
src/ailoos/api/datahub_api.py
src/ailoos/api/dependencies.py
src/ailoos/api/empoorio_api.py
src/ailoos/api/federated_api.py
src/ailoos/api/gateway.py
src/ailoos/api/marketplace_api.py
src/ailoos/api/models_api.py
src/ailoos/api/rag_api.py
src/ailoos/api/system_tools_api.py
src/ailoos/api/technical_dashboard_api.py
src/ailoos/api/wallet_api.py
src/ailoos/auditing/__init__.py
src/ailoos/auditing/advanced_audit_logging.py
src/ailoos/auditing/api_endpoints.py
src/ailoos/auditing/audit_compliance.py
src/ailoos/auditing/audit_event.py
src/ailoos/auditing/audit_logger.py
src/ailoos/auditing/audit_manager.py
src/ailoos/auditing/audit_monitoring.py
src/ailoos/auditing/audit_query_api.py
src/ailoos/auditing/audit_query_engine.py
src/ailoos/auditing/audit_retention.py
src/ailoos/auditing/audit_smart_contracts.py
src/ailoos/auditing/audit_storage.py
src/ailoos/auditing/blockchain_audit_integration.py
src/ailoos/auditing/blockchain_auditor.py
src/ailoos/auditing/compliance_reporter.py
src/ailoos/auditing/dashboard.py
src/ailoos/auditing/hash_chain_manager.py
src/ailoos/auditing/immutable_log_storage.py
src/ailoos/auditing/integration.py
src/ailoos/auditing/metrics_collector.py
src/ailoos/auditing/oracle_auditor.py
src/ailoos/auditing/privacy_auditor.py
src/ailoos/auditing/realtime_monitor.py
src/ailoos/auditing/security_monitor.py
src/ailoos/auditing/structured_logger.py
src/ailoos/auditing/test_blockchain_audit_system.py
src/ailoos/auditing/websocket_endpoints.py
src/ailoos/auditing/zk_audit_logger.py
src/ailoos/auditing/zk_auditor.py
src/ailoos/automated_testing/__init__.py
src/ailoos/automated_testing/e2e_test_runner.py
src/ailoos/automated_testing/github_actions_integration.py
src/ailoos/automated_testing/load_test_automation.py
src/ailoos/automated_testing/performance_test_suite.py
src/ailoos/automated_testing/test_automation_manager.py
src/ailoos/automated_testing/test_reporting.py
src/ailoos/backup/__init__.py
src/ailoos/backup/automated_backup_system.py
src/ailoos/backup/backup_manager.py
src/ailoos/backup/disaster_recovery.py
src/ailoos/backup/point_in_time_recovery.py
src/ailoos/backup/recovery_orchestrator.py
src/ailoos/backup/test_backup_system.py
src/ailoos/benchmarking/__init__.py
src/ailoos/benchmarking/accuracy_comparison_framework.py
src/ailoos/benchmarking/automated_benchmark_runner.py
src/ailoos/benchmarking/benchmark_dataset_manager.py
src/ailoos/benchmarking/benchmark_reporter.py
src/ailoos/benchmarking/competitive_analysis_report.py
src/ailoos/benchmarking/config.py
src/ailoos/benchmarking/energy_tracker.py
src/ailoos/benchmarking/example_usage.py
src/ailoos/benchmarking/latency_tester.py
src/ailoos/benchmarking/marketing_charts_generator.py
src/ailoos/benchmarking/mobile_edge_benchmarks.py
src/ailoos/benchmarking/performance_profiler.py
src/ailoos/benchmarking/performance_report_generator.py
src/ailoos/benchmarking/rag_needle_evaluator.py
src/ailoos/benchmarking/regression_detector.py
src/ailoos/benchmarking/version_comparator.py
src/ailoos/benchmarking/niah/__init__.py
src/ailoos/benchmarking/niah/evaluator.py
src/ailoos/benchmarking/niah/generator.py
src/ailoos/benchmarking/niah/runner.py
src/ailoos/benchmarking/niah/visualizer.py
src/ailoos/blockchain/__init__.py
src/ailoos/blockchain/core.py
src/ailoos/blockchain/dracma_token.py
src/ailoos/blockchain/staking_manager.py
src/ailoos/blockchain/wallet_manager.py
src/ailoos/blue_green_deployment/__init__.py
src/ailoos/blue_green_deployment/blue_green_manager.py
src/ailoos/blue_green_deployment/deployment_monitor.py
src/ailoos/blue_green_deployment/environment_switcher.py
src/ailoos/blue_green_deployment/health_validator.py
src/ailoos/blue_green_deployment/rollback_manager.py
src/ailoos/blue_green_deployment/traffic_router.py
src/ailoos/cache/__init__.py
src/ailoos/cache/cache_cluster.py
src/ailoos/cache/cache_monitoring.py
src/ailoos/cache/compression.py
src/ailoos/cache/example.py
src/ailoos/cache/invalidation.py
src/ailoos/cache/manager.py
src/ailoos/cache/memcached_integration.py
src/ailoos/cache/metrics.py
src/ailoos/cache/redis_integration.py
src/ailoos/cache/strategies.py
src/ailoos/cache/synchronization.py
src/ailoos/cache/tests/__init__.py
src/ailoos/cache/tests/test_basic.py
src/ailoos/cache/tests/test_cache_cluster.py
src/ailoos/cache/tests/test_cache_monitoring.py
src/ailoos/cache/tests/test_memcached_integration.py
src/ailoos/cache/tests/test_redis_integration.py
src/ailoos/canary_deployment/__init__.py
src/ailoos/canary_deployment/canary_evaluator.py
src/ailoos/canary_deployment/canary_manager.py
src/ailoos/canary_deployment/canary_monitor.py
src/ailoos/canary_deployment/canary_rollback.py
src/ailoos/canary_deployment/metrics_analyzer.py
src/ailoos/canary_deployment/traffic_splitter.py
src/ailoos/cdn/__init__.py
src/ailoos/cdn/cdn_manager.py
src/ailoos/cdn/cdn_monitoring.py
src/ailoos/cdn/cdn_optimization.py
src/ailoos/cdn/content_distribution.py
src/ailoos/cdn/edge_computing.py
src/ailoos/cdn/global_cache.py
src/ailoos/cli/__init__.py
src/ailoos/cli/main.py
src/ailoos/cli/commands/__init__.py
src/ailoos/cli/commands/config.py
src/ailoos/cli/commands/coordinator.py
src/ailoos/cli/commands/federated.py
src/ailoos/cli/commands/logs.py
src/ailoos/cli/commands/marketplace.py
src/ailoos/cli/commands/model.py
src/ailoos/cli/commands/node.py
src/ailoos/cli/commands/rewards.py
src/ailoos/compliance/__init__.py
src/ailoos/compliance/compliance_auditor.py
src/ailoos/compliance/compliance_manager.py
src/ailoos/compliance/data_retention_manager.py
src/ailoos/compliance/data_subject_rights.py
src/ailoos/compliance/gdpr_manager.py
src/ailoos/compliance/hipaa_manager.py
src/ailoos/compliance/sox_manager.py
src/ailoos/consensus/distributed_consensus.py
src/ailoos/content_moderation/__init__.py
src/ailoos/coordinator/__init__.py
src/ailoos/coordinator/api_server.py
src/ailoos/coordinator/consensus_manager.py
src/ailoos/coordinator/coordinator.py
src/ailoos/coordinator/federated_coordinator.py
src/ailoos/coordinator/main.py
src/ailoos/coordinator/p2p_coordinator.py
src/ailoos/coordinator/real_coordinator.py
src/ailoos/coordinator/registry.py
src/ailoos/coordinator/simple_coordinator.py
src/ailoos/coordinator/state_sync.py
src/ailoos/coordinator/state_validator.py
src/ailoos/coordinator/api/__init__.py
src/ailoos/coordinator/api/routes.py
src/ailoos/coordinator/api/endpoints/__init__.py
src/ailoos/coordinator/api/endpoints/admin.py
src/ailoos/coordinator/api/endpoints/analytics.py
src/ailoos/coordinator/api/endpoints/contributions.py
src/ailoos/coordinator/api/endpoints/coordinator_endpoints.py
src/ailoos/coordinator/api/endpoints/datahub.py
src/ailoos/coordinator/api/endpoints/empoorio_lm.py
src/ailoos/coordinator/api/endpoints/federated.py
src/ailoos/coordinator/api/endpoints/inference.py
src/ailoos/coordinator/api/endpoints/integrations.py
src/ailoos/coordinator/api/endpoints/ipfs.py
src/ailoos/coordinator/api/endpoints/marketplace.py
src/ailoos/coordinator/api/endpoints/memory.py
src/ailoos/coordinator/api/endpoints/metrics.py
src/ailoos/coordinator/api/endpoints/models.py
src/ailoos/coordinator/api/endpoints/nodes.py
src/ailoos/coordinator/api/endpoints/notifications.py
src/ailoos/coordinator/api/endpoints/parental.py
src/ailoos/coordinator/api/endpoints/personalization.py
src/ailoos/coordinator/api/endpoints/privacy.py
src/ailoos/coordinator/api/endpoints/rag.py
src/ailoos/coordinator/api/endpoints/rewards.py
src/ailoos/coordinator/api/endpoints/rounds.py
src/ailoos/coordinator/api/endpoints/security.py
src/ailoos/coordinator/api/endpoints/sessions.py
src/ailoos/coordinator/api/endpoints/settings.py
src/ailoos/coordinator/api/endpoints/system_tools.py
src/ailoos/coordinator/api/endpoints/users.py
src/ailoos/coordinator/api/endpoints/wallet.py
src/ailoos/coordinator/api/endpoints/websocket.py
src/ailoos/coordinator/api/grpc/__init__.py
src/ailoos/coordinator/api/grpc/inference_service.py
src/ailoos/coordinator/api/websocket/__init__.py
src/ailoos/coordinator/api/websocket/alerts_websocket.py
src/ailoos/coordinator/api/websocket/federated_websocket.py
src/ailoos/coordinator/api/websocket/metrics_websocket.py
src/ailoos/coordinator/api/websocket/session_websocket.py
src/ailoos/coordinator/api/websocket/test_websocket_api.py
src/ailoos/coordinator/api/websocket/websocket_api.py
src/ailoos/coordinator/api/websocket/websocket_docs.py
src/ailoos/coordinator/auth/__init__.py
src/ailoos/coordinator/auth/dependencies.py
src/ailoos/coordinator/auth/jwt.py
src/ailoos/coordinator/auth/middleware.py
src/ailoos/coordinator/auth/node_auth.py
src/ailoos/coordinator/auth/permissions.py
src/ailoos/coordinator/config/__init__.py
src/ailoos/coordinator/config/settings.py
src/ailoos/coordinator/core/__init__.py
src/ailoos/coordinator/core/config.py
src/ailoos/coordinator/core/exceptions.py
src/ailoos/coordinator/database/__init__.py
src/ailoos/coordinator/database/backup_manager.py
src/ailoos/coordinator/database/connection.py
src/ailoos/coordinator/database/ha_manager.py
src/ailoos/coordinator/database/migration_manager.py
src/ailoos/coordinator/database/monitoring.py
src/ailoos/coordinator/database/alembic/env.py
src/ailoos/coordinator/database/alembic/versions/add_discord_webhook_integrations.py
src/ailoos/coordinator/database/alembic/versions/initial_schema.py
src/ailoos/coordinator/database/alembic/versions/partitioning_setup.py
src/ailoos/coordinator/empoorio_lm/__init__.py
src/ailoos/coordinator/empoorio_lm/aggregator.py
src/ailoos/coordinator/empoorio_lm/config.py
src/ailoos/coordinator/empoorio_lm/coordinator.py
src/ailoos/coordinator/empoorio_lm/inference_engine.py
src/ailoos/coordinator/empoorio_lm/model_manager.py
src/ailoos/coordinator/empoorio_lm/performance_optimizer.py
src/ailoos/coordinator/empoorio_lm/service.py
src/ailoos/coordinator/empoorio_lm/version_controller.py
src/ailoos/coordinator/empoorio_lm/version_manager.py
src/ailoos/coordinator/empoorio_lm/tests/__init__.py
src/ailoos/coordinator/empoorio_lm/tests/conftest.py
src/ailoos/coordinator/empoorio_lm/tests/test_integration.py
src/ailoos/coordinator/empoorio_lm/tests/test_service.py
src/ailoos/coordinator/infrastructure/__init__.py
src/ailoos/coordinator/infrastructure/auto_scaler.py
src/ailoos/coordinator/models/__init__.py
src/ailoos/coordinator/models/base.py
src/ailoos/coordinator/models/schemas.py
src/ailoos/coordinator/services/__init__.py
src/ailoos/coordinator/services/admin_service.py
src/ailoos/coordinator/services/concurrent_download_service.py
src/ailoos/coordinator/services/contribution_service.py
src/ailoos/coordinator/services/example_usage.py
src/ailoos/coordinator/services/hibernation_service.py
src/ailoos/coordinator/services/inference_coordinator.py
src/ailoos/coordinator/services/model_lifecycle_manager.py
src/ailoos/coordinator/services/model_management_integration.py
src/ailoos/coordinator/services/model_quality_monitor.py
src/ailoos/coordinator/services/model_registry.py
src/ailoos/coordinator/services/model_service.py
src/ailoos/coordinator/services/model_validator.py
src/ailoos/coordinator/services/model_version_controller.py
src/ailoos/coordinator/services/node_service.py
src/ailoos/coordinator/services/reward_service.py
src/ailoos/coordinator/services/round_service.py
src/ailoos/coordinator/services/session_service.py
src/ailoos/coordinator/tests/test_api.py
src/ailoos/coordinator/tests/test_auth.py
src/ailoos/coordinator/tests/test_state_sync.py
src/ailoos/coordinator/websocket/__init__.py
src/ailoos/coordinator/websocket/event_broadcaster.py
src/ailoos/coordinator/websocket/heartbeat.py
src/ailoos/coordinator/websocket/manager.py
src/ailoos/coordinator/websocket/message_broker.py
src/ailoos/coordinator/websocket/message_handlers.py
src/ailoos/coordinator/websocket/message_types.py
src/ailoos/coordinator/websocket/metrics_monitor.py
src/ailoos/coordinator/websocket/notification_service.py
src/ailoos/coordinator/websocket/room_manager.py
src/ailoos/coordinator/websocket/tests/test_websocket.py
src/ailoos/coordinator/websocket/tests/test_websocket_end_to_end.py
src/ailoos/coordinator/websocket/tests/test_websocket_integration.py
src/ailoos/coordinator/websocket/tests/test_websocket_load.py
src/ailoos/coordinator/websocket/tests/test_websocket_security.py
src/ailoos/core/__init__.py
src/ailoos/core/api_gateway.py
src/ailoos/core/config.py
src/ailoos/core/event_system.py
src/ailoos/core/logging.py
src/ailoos/core/main.py
src/ailoos/core/model_manager.py
src/ailoos/core/node.py
src/ailoos/core/node_roles.py
src/ailoos/core/notification_system.py
src/ailoos/core/role_config.py
src/ailoos/core/serialization_middleware.py
src/ailoos/core/serializers.py
src/ailoos/core/state_manager.py
src/ailoos/data/__init__.py
src/ailoos/data/dataset_chunker.py
src/ailoos/data/dataset_downloader.py
src/ailoos/data/dataset_manager.py
src/ailoos/data/example_usage.py
src/ailoos/data/federated_datasets.py
src/ailoos/data/ipfs_connector.py
src/ailoos/data/massive_dataset_generator.py
src/ailoos/data/registry.py
src/ailoos/data/marketplace/__init__.py
src/ailoos/data/marketplace/marketplace.py
src/ailoos/data/preprocessing/__init__.py
src/ailoos/data/preprocessing/text_preprocessor.py
src/ailoos/data_replication/__init__.py
src/ailoos/data_replication/conflict_resolver.py
src/ailoos/data_replication/consistency_manager.py
src/ailoos/data_replication/data_partitioner.py
src/ailoos/data_replication/replication_manager.py
src/ailoos/data_replication/replication_monitor.py
src/ailoos/data_replication/replication_scheduler.py
src/ailoos/database/distributed_queries.py
src/ailoos/datahub/__init__.py
src/ailoos/datahub/api.py
src/ailoos/datahub/downloader.py
src/ailoos/datahub/manager.py
src/ailoos/datahub/models.py
src/ailoos/datahub/registry.py
src/ailoos/datahub/validator.py
src/ailoos/datahub/tests/__init__.py
src/ailoos/datahub/tests/test_registry.py
src/ailoos/deployment/__init__.py
src/ailoos/deployment/deployer.py
src/ailoos/deployment/model_deployer.py
src/ailoos/deployment/tests/test_tee_integrity_deployment.py
src/ailoos/discovery/health_monitor.py
src/ailoos/discovery/node_discovery.py
src/ailoos/discovery/node_registry.py
src/ailoos/discovery/session_matcher.py
src/ailoos/dlac/__init__.py
src/ailoos/dlac/automatic_recovery.py
src/ailoos/dlac/corruption_verifier.py
src/ailoos/dlac/data_backup_manager.py
src/ailoos/dlac/data_integrity_monitor.py
src/ailoos/dlac/dlac_alert_system.py
src/ailoos/dlac/dlac_coordinator.py
src/ailoos/dlac/loss_detection_engine.py
src/ailoos/dlac/test_dlac_integration.py
src/ailoos/economics/network_utility_calculator.py
src/ailoos/economics/tokenomics_engine.py
src/ailoos/edge/__init__.py
src/ailoos/edge/edge_federated_learning.py
src/ailoos/edge/edge_integration.py
src/ailoos/edge/edge_model_optimizer.py
src/ailoos/edge/edge_synchronization.py
src/ailoos/edge/lightweight_runtime.py
src/ailoos/edge/offline_capabilities.py
src/ailoos/edge/resource_manager.py
src/ailoos/edge/test_edge_system.py
src/ailoos/evaluation/__init__.py
src/ailoos/evaluation/blockchain_audit_validator.py
src/ailoos/evaluation/federated_convergence_metrics.py
src/ailoos/evaluation/performance_benchmark.py
src/ailoos/evaluation/privacy_preservation_validator.py
src/ailoos/evaluation/real_learning_evaluator.py
src/ailoos/event_streaming/__init__.py
src/ailoos/event_streaming/event_processor.py
src/ailoos/event_streaming/event_routing.py
src/ailoos/event_streaming/event_streaming_manager.py
src/ailoos/event_streaming/kafka_integration.py
src/ailoos/event_streaming/redis_streams_integration.py
src/ailoos/event_streaming/stream_analytics.py
src/ailoos/federated/__init__.py
src/ailoos/federated/adamw_optimizer.py
src/ailoos/federated/adaptive_domain_adapter.py
src/ailoos/federated/aggregator.py
src/ailoos/federated/async_aggregator.py
src/ailoos/federated/auto_healing.py
src/ailoos/federated/continuous_learning_coordinator.py
src/ailoos/federated/coordinator.py
src/ailoos/federated/data_coordinator.py
src/ailoos/federated/delta_sparsifier.py
src/ailoos/federated/demo_federated_fine_tuning.py
src/ailoos/federated/differential_privacy.py
src/ailoos/federated/distributed_trainer.py
src/ailoos/federated/fault_recovery.py
src/ailoos/federated/federated_curriculum_learning.py
src/ailoos/federated/federated_data_loader.py
src/ailoos/federated/federated_fine_tuner.py
src/ailoos/federated/federated_fine_tuning_system.py
src/ailoos/federated/federated_load_tester.py
src/ailoos/federated/federated_pipeline.py
src/ailoos/federated/federated_version_manager.py
src/ailoos/federated/federated_versioning_system.py
src/ailoos/federated/homomorphic_encryption.py
src/ailoos/federated/homomorphic_encryptor.py
src/ailoos/federated/image_verifier.py
src/ailoos/federated/ipfs_data_loader.py
src/ailoos/federated/ipfs_version_distributor.py
src/ailoos/federated/model_evolution_tracker.py
src/ailoos/federated/node_communicator.py
src/ailoos/federated/node_scheduler.py
src/ailoos/federated/optimal_dataset_partitioner.py
src/ailoos/federated/p2p_protocol.py
src/ailoos/federated/precision_maintenance.py
src/ailoos/federated/privacy_preserving_aggregator.py
src/ailoos/federated/real_federated_training_loop.py
src/ailoos/federated/rollback_coordinator.py
src/ailoos/federated/round_orchestrator.py
src/ailoos/federated/secure_aggregator.py
src/ailoos/federated/secure_data_preprocessor.py
src/ailoos/federated/secure_gradient_aggregator.py
src/ailoos/federated/secure_preference_aggregator.py
src/ailoos/federated/session.py
src/ailoos/federated/tenseal_encryptor.py
src/ailoos/federated/test_cosign_integration.py
src/ailoos/federated/test_federated_versioning_system.py
src/ailoos/federated/test_node_communicator.py
src/ailoos/federated/test_pipeline_integration.py
src/ailoos/federated/test_secure_gradient_aggregator.py
src/ailoos/federated/test_versioning_basic.py
src/ailoos/federated/test_versioning_simple.py
src/ailoos/federated/trainer.py
src/ailoos/federated/version_conflict_resolver.py
src/ailoos/federated/version_history_tracker.py
src/ailoos/federated/version_validator.py
src/ailoos/federated/weight_compression.py
src/ailoos/federated/weight_validator.py
src/ailoos/federated_test/test_full_business_model.py
src/ailoos/feedback/__init__.py
src/ailoos/feedback/continuous_improvement_engine.py
src/ailoos/feedback/feedback_analyzer.py
src/ailoos/feedback/feedback_collector.py
src/ailoos/feedback/feedback_driven_trainer.py
src/ailoos/feedback/feedback_quality_assessor.py
src/ailoos/feedback/user_interaction_tracker.py
src/ailoos/gitops/__init__.py
src/ailoos/gitops/argocd_integration.py
src/ailoos/gitops/flux_integration.py
src/ailoos/gitops/gitops_manager.py
src/ailoos/gitops/gitops_monitoring.py
src/ailoos/gitops/gitops_rollback.py
src/ailoos/gitops/gitops_sync.py
src/ailoos/global_load_balancing/__init__.py
src/ailoos/global_load_balancing/cross_region_failover.py
src/ailoos/global_load_balancing/failover_manager.py
src/ailoos/global_load_balancing/geo_router.py
src/ailoos/global_load_balancing/global_load_balancer.py
src/ailoos/global_load_balancing/health_checker.py
src/ailoos/global_load_balancing/load_balancer_monitor.py
src/ailoos/global_load_balancing/traffic_manager.py
src/ailoos/graph_database/__init__.py
src/ailoos/graph_database/graph_analyzer.py
src/ailoos/graph_database/graph_manager.py
src/ailoos/graph_database/graph_persistence.py
src/ailoos/graph_database/graph_query_builder.py
src/ailoos/graph_database/graph_traversal.py
src/ailoos/graph_database/neo4j_integration.py
src/ailoos/inference/__init__.py
src/ailoos/inference/adaptive_quantization_bridge.py
src/ailoos/inference/api.py
src/ailoos/inference/api_gateway.py
src/ailoos/inference/distributed_inference_monitor.py
src/ailoos/inference/ensemble_system.py
src/ailoos/inference/federated_batching_strategy.py
src/ailoos/inference/federated_vllm_optimizer.py
src/ailoos/inference/federated_vllm_system.py
src/ailoos/inference/generation.py
src/ailoos/inference/load_balancer.py
src/ailoos/inference/model_drift_monitor.py
src/ailoos/inference/model_lifecycle_manager.py
src/ailoos/inference/model_registry.py
src/ailoos/inference/quantization.py
src/ailoos/inference/resource_aware_scheduler.py
src/ailoos/inference/sentencepiece_tokenizer.py
src/ailoos/inference/shared_kv_cache.py
src/ailoos/inference/test_advanced_quantization.py
src/ailoos/inference/test_federated_vllm_integration.py
src/ailoos/inference/vllm_batching.py
src/ailoos/infrastructure/__init__.py
src/ailoos/infrastructure/auto_scaler.py
src/ailoos/infrastructure/auto_scaling_engine.py
src/ailoos/infrastructure/dynamic_node_manager.py
src/ailoos/infrastructure/example_usage.py
src/ailoos/infrastructure/federated_auto_scaler.py
src/ailoos/infrastructure/federated_load_balancer.py
src/ailoos/infrastructure/ipfs_distributor.py
src/ailoos/infrastructure/ipfs_embedded.py
src/ailoos/infrastructure/resource_optimizer.py
src/ailoos/infrastructure/scaling_metrics.py
src/ailoos/infrastructure/workload_monitor.py
src/ailoos/infrastructure/gcp/__init__.py
src/ailoos/infrastructure/gcp/gcp_integration.py
src/ailoos/infrastructure/gcp/tee_manager.py
src/ailoos/infrastructure/load_balancer/__init__.py
src/ailoos/infrastructure/load_balancer/dynamic_load_balancer.py
src/ailoos/infrastructure/multi_region/__init__.py
src/ailoos/infrastructure/multi_region/multi_region_manager.py
src/ailoos/integration/__init__.py
src/ailoos/integration/comprehensive_integration_test.py
src/ailoos/integration/e2e_test.py
src/ailoos/integration/oauth.py
src/ailoos/integration/service.py
src/ailoos/integration/bridges/cross_chain_bridge.py
src/ailoos/integration/bridges/polygon_bridge.py
src/ailoos/integration/compute/baklava_client.py
src/ailoos/integration/compute/golem_client.py
src/ailoos/integration/compute/iexec_client.py
src/ailoos/integration/data/alchemy_client.py
src/ailoos/integration/data/covalent_client.py
src/ailoos/integration/data/thegraph_client.py
src/ailoos/integration/defi/aave_client.py
src/ailoos/integration/defi/compound_client.py
src/ailoos/integration/defi/liquidity_manager.py
src/ailoos/integration/defi/uniswap_client.py
src/ailoos/integration/did/ceramic_client.py
src/ailoos/integration/did/ens_resolver.py
src/ailoos/integration/did/spruce_client.py
src/ailoos/integration/messaging/matrix_client.py
src/ailoos/integration/messaging/status_client.py
src/ailoos/integration/messaging/waku_client.py
src/ailoos/integration/oracles/__init__.py
src/ailoos/integration/oracles/api3_oracle.py
src/ailoos/integration/oracles/band_oracle.py
src/ailoos/integration/oracles/chainlink_oracle.py
src/ailoos/integration/storage/arweave_client.py
src/ailoos/integration/storage/filecoin_client.py
src/ailoos/integration/storage/storage_orchestrator.py
src/ailoos/integration/storage/storj_client.py
src/ailoos/knowledge_graph/core.py
src/ailoos/knowledge_graph/evolution.py
src/ailoos/knowledge_graph/explainability.py
src/ailoos/knowledge_graph/federated.py
src/ailoos/knowledge_graph/fusion.py
src/ailoos/knowledge_graph/inference.py
src/ailoos/knowledge_graph/ingestion.py
src/ailoos/knowledge_graph/ontology.py
src/ailoos/knowledge_graph/quality.py
src/ailoos/knowledge_graph/query_engine.py
src/ailoos/knowledge_graph/versioning.py
src/ailoos/knowledge_graph/api/__init__.py
src/ailoos/knowledge_graph/api/graphql_api.py
src/ailoos/knowledge_graph/api/rest_api.py
src/ailoos/knowledge_graph/processing/__init__.py
src/ailoos/knowledge_graph/processing/base.py
src/ailoos/knowledge_graph/processing/evolution_pipeline.py
src/ailoos/knowledge_graph/processing/fusion_pipeline.py
src/ailoos/knowledge_graph/processing/ontology_pipeline.py
src/ailoos/knowledge_graph/processing/qa_pipeline.py
src/ailoos/knowledge_graph/processing/test_processing_layer.py
src/ailoos/knowledge_graph/query/__init__.py
src/ailoos/knowledge_graph/query/query_executor.py
src/ailoos/knowledge_graph/query/query_optimizer.py
src/ailoos/knowledge_graph/storage/__init__.py
src/ailoos/knowledge_graph/storage/memory_backend.py
src/ailoos/knowledge_graph/storage/neo4j_backend.py
src/ailoos/knowledge_graph/storage/rdf_backend.py
src/ailoos/knowledge_graph/storage/redis_backend.py
src/ailoos/marketplace/__init__.py
src/ailoos/marketplace/data_listing.py
src/ailoos/marketplace/marketplace.py
src/ailoos/marketplace/massive_data_marketplace.py
src/ailoos/marketplace/price_oracle.py
src/ailoos/marketplace/transaction_manager.py
src/ailoos/marketplace/wallet.py
src/ailoos/marketplace/api/marketplace_api.py
src/ailoos/marketplace/datasets/dataset_exchange.py
src/ailoos/marketplace/escrow/escrow_service.py
src/ailoos/marketplace/registry/__init__.py
src/ailoos/marketplace/registry/model_registry.py
src/ailoos/marketplace/validation/model_validator.py
src/ailoos/memory/__init__.py
src/ailoos/memory/context_flow_manager.py
src/ailoos/memory/models.py
src/ailoos/memory/repository.py
src/ailoos/memory/service.py
src/ailoos/model_versioning/__init__.py
src/ailoos/model_versioning/model_comparator.py
src/ailoos/model_versioning/model_lineage.py
src/ailoos/model_versioning/model_registry.py
src/ailoos/model_versioning/semantic_versioning.py
src/ailoos/model_versioning/version_history.py
src/ailoos/model_versioning/version_manager.py
src/ailoos/models/__init__.py
src/ailoos/models/empoorio_lm.py
src/ailoos/models/empoorio_lm_real.py
src/ailoos/models/function_calling_layer.py
src/ailoos/models/moe.py
src/ailoos/models/version_manager.py
src/ailoos/models/attention/flash_attention.py
src/ailoos/models/attention/optimized_attention.py
src/ailoos/models/attention/sliding_window_attention.py
src/ailoos/models/attention/yarn_rope.py
src/ailoos/models/empoorio_lm/__init__.py
src/ailoos/models/empoorio_lm/adaptive_chunking.py
src/ailoos/models/empoorio_lm/config.py
src/ailoos/models/empoorio_lm/dpo_loss.py
src/ailoos/models/empoorio_lm/dpo_wrapper.py
src/ailoos/models/empoorio_lm/edge_optimizations.py
src/ailoos/models/empoorio_lm/expert_system.py
src/ailoos/models/empoorio_lm/flash_attention.py
src/ailoos/models/empoorio_lm/lora.py
src/ailoos/models/empoorio_lm/model.py
src/ailoos/models/empoorio_lm/moe.py
src/ailoos/models/empoorio_lm/ring_attention.py
src/ailoos/models/empoorio_lm/rope.py
src/ailoos/models/empoorio_lm/streaming_kv_cache.py
src/ailoos/models/empoorio_lm/tokenizer.py
src/ailoos/models/empoorio_lm/tests/test_lora.py
src/ailoos/models/empoorio_lm/tests/test_moe.py
src/ailoos/models/empoorio_lm/tests/test_moe_integration.py
src/ailoos/models/empoorio_lm/v1.0.0/config.json
src/ailoos/models/hope/associative_memory.py
src/ailoos/models/hope/cms_block.py
src/ailoos/models/hope/hope_architecture.py
src/ailoos/models/vision/__init__.py
src/ailoos/models/vision/encoder.py
src/ailoos/models/vision/image_processing.py
src/ailoos/models/vision/lvlm_wrapper.py
src/ailoos/models/vision/projector.py
src/ailoos/monitoring/__init__.py
src/ailoos/monitoring/advanced_analytics.py
src/ailoos/monitoring/alerts.py
src/ailoos/monitoring/business_metrics.py
src/ailoos/monitoring/centralized_alerts.py
src/ailoos/monitoring/dashboard.py
src/ailoos/monitoring/dashboard_manager.py
src/ailoos/monitoring/executive_dashboard.py
src/ailoos/monitoring/external_integration.py
src/ailoos/monitoring/federated_learning_dashboard.py
src/ailoos/monitoring/logger.py
src/ailoos/monitoring/metrics_api.py
src/ailoos/monitoring/model_monitor.py
src/ailoos/monitoring/monitoring_system.py
src/ailoos/monitoring/multi_region_monitor.py
src/ailoos/monitoring/realtime_monitor.py
src/ailoos/monitoring/security_dashboard.py
src/ailoos/monitoring/simple_test.py
src/ailoos/monitoring/start_dashboards.py
src/ailoos/monitoring/technical_dashboard.py
src/ailoos/monitoring/test_dashboards_integration.py
src/ailoos/monitoring/test_dashboards_simple.py
src/ailoos/monitoring/test_monitoring_system.py
src/ailoos/monitoring/unified_dashboard.py
src/ailoos/monitoring/validation_engine.py
src/ailoos/multi_tenancy/__init__.py
src/ailoos/multi_tenancy/tenant_billing.py
src/ailoos/multi_tenancy/tenant_database.py
src/ailoos/multi_tenancy/tenant_isolation.py
src/ailoos/multi_tenancy/tenant_manager.py
src/ailoos/multi_tenancy/tenant_migration.py
src/ailoos/multi_tenancy/tenant_security.py
src/ailoos/networking/p2p_communication.py
src/ailoos/networking/p2p_connection_manager.py
src/ailoos/networking/p2p_data_sync.py
src/ailoos/networking/p2p_encryption.py
src/ailoos/networking/p2p_fault_tolerance.py
src/ailoos/networking/p2p_handshake.py
src/ailoos/networking/p2p_messaging.py
src/ailoos/networking/p2p_routing.py
src/ailoos/node/__init__.py
src/ailoos/node/physical_node.py
src/ailoos/node/physical_node_connector.py
src/ailoos/notifications/__init__.py
src/ailoos/notifications/discord_service.py
src/ailoos/notifications/event_types.py
src/ailoos/notifications/models.py
src/ailoos/notifications/queue.py
src/ailoos/notifications/security_notifications.py
src/ailoos/notifications/service.py
src/ailoos/notifications/templates.py
src/ailoos/notifications/validators.py
src/ailoos/notifications/webhook_service.py
src/ailoos/optimization/__init__.py
src/ailoos/optimization/distillation_engine.py
src/ailoos/optimization/optimization_evaluator.py
src/ailoos/optimization/optimization_pipeline.py
src/ailoos/optimization/optimization_scheduler.py
src/ailoos/optimization/pruning_engine.py
src/ailoos/optimization/quantization_engine.py
src/ailoos/optimizers/deep_optimizer.py
src/ailoos/optimizers/multi_frequency_scheduler.py
src/ailoos/p2p/gossip_example.py
src/ailoos/p2p/gossip_protocol.py
src/ailoos/parental_controls/__init__.py
src/ailoos/parental_controls/tests.py
src/ailoos/privacy/__init__.py
src/ailoos/privacy/anonymization.py
src/ailoos/privacy/export.py
src/ailoos/privacy/pii_filter.py
src/ailoos/privacy/pii_scrubber.py
src/ailoos/production/__init__.py
src/ailoos/production/deployment_manager.py
src/ailoos/production/federated_training.py
src/ailoos/production/monitoring_dashboard.py
src/ailoos/production/orchestrator.py
src/ailoos/production/scaling_controller.py
src/ailoos/pubsub/__init__.py
src/ailoos/pubsub/config.py
src/ailoos/pubsub/message_broker.py
src/ailoos/pubsub/message_processor.py
src/ailoos/pubsub/pubsub_manager.py
src/ailoos/pubsub/pubsub_monitoring.py
src/ailoos/pubsub/redis_pubsub_integration.py
src/ailoos/pubsub/topic_manager.py
src/ailoos/quantization/awq.py
src/ailoos/quantization/gptq.py
src/ailoos/rag/__init__.py
src/ailoos/rag/agents/__init__.py
src/ailoos/rag/agents/base_agent.py
src/ailoos/rag/agents/evaluator_agent.py
src/ailoos/rag/agents/planner_agent.py
src/ailoos/rag/agents/retriever_agent.py
src/ailoos/rag/api/__init__.py
src/ailoos/rag/api/rag_api.py
src/ailoos/rag/api/websocket_api.py
src/ailoos/rag/cache_augmented/__init__.py
src/ailoos/rag/cache_augmented/cache.py
src/ailoos/rag/cache_augmented/cache_augmented_rag.py
src/ailoos/rag/cache_augmented/cache_manager.py
src/ailoos/rag/cache_augmented/generator.py
src/ailoos/rag/cache_augmented/quality_validator.py
src/ailoos/rag/cache_augmented/test_api_integration.py
src/ailoos/rag/cache_augmented/test_cache_augmented_rag.py
src/ailoos/rag/cache_augmented/test_cache_manager.py
src/ailoos/rag/cache_augmented/test_e2e_cache_augmented_rag.py
src/ailoos/rag/cache_augmented/test_load_stress.py
src/ailoos/rag/cache_augmented/test_performance.py
src/ailoos/rag/cache_augmented/test_quality_validator.py
src/ailoos/rag/config/__init__.py
src/ailoos/rag/config/rag_config.py
src/ailoos/rag/core/__init__.py
src/ailoos/rag/core/ab_testing.py
src/ailoos/rag/core/access_control.py
src/ailoos/rag/core/base_rag.py
src/ailoos/rag/core/deduplication.py
src/ailoos/rag/core/evaluator.py
src/ailoos/rag/core/evaluators.py
src/ailoos/rag/core/fallback_system.py
src/ailoos/rag/core/generator.py
src/ailoos/rag/core/generators.py
src/ailoos/rag/core/naive_rag_factory.py
src/ailoos/rag/core/preprocessing.py
src/ailoos/rag/core/retriever.py
src/ailoos/rag/core/retrievers.py
src/ailoos/rag/knowledge_graph/__init__.py
src/ailoos/rag/knowledge_graph/graph_builder.py
src/ailoos/rag/knowledge_graph/graph_embeddings.py
src/ailoos/rag/knowledge_graph/graph_retriever.py
src/ailoos/rag/knowledge_graph/neo4j_graph.py
src/ailoos/rag/knowledge_graph/query_processor.py
src/ailoos/rag/knowledge_graph/result_aggregator.py
src/ailoos/rag/models/__init__.py
src/ailoos/rag/models/rag_metrics.py
src/ailoos/rag/models/rag_request.py
src/ailoos/rag/models/rag_response.py
src/ailoos/rag/techniques/__init__.py
src/ailoos/rag/techniques/adaptive_rag.py
src/ailoos/rag/techniques/agentic_rag.py
src/ailoos/rag/techniques/contextual_rag.py
src/ailoos/rag/techniques/corrective_rag.py
src/ailoos/rag/techniques/fusion_rag.py
src/ailoos/rag/techniques/graph_rag.py
src/ailoos/rag/techniques/hybrid_rag.py
src/ailoos/rag/techniques/hyde_rag.py
src/ailoos/rag/techniques/modular_rag.py
src/ailoos/rag/techniques/naive_rag.py
src/ailoos/rag/techniques/self_rag.py
src/ailoos/rag/techniques/speculative_rag.py
src/ailoos/rag/tests/__init__.py
src/ailoos/rag/tests/test_agentic_rag.py
src/ailoos/rag/tests/test_corrective_rag.py
src/ailoos/rag/tests/test_graph_rag.py
src/ailoos/rag/tests/test_maturity3_compliance.py
src/ailoos/rag/tests/test_naive_rag.py
src/ailoos/rag/tests/test_self_rag.py
src/ailoos/rag/tests/test_speculative_rag.py
src/ailoos/rag/utils/__init__.py
src/ailoos/rag/utils/embedding_utils.py
src/ailoos/rag/utils/federated_utils.py
src/ailoos/rag/utils/similarity_search.py
src/ailoos/rag/utils/text_splitter.py
src/ailoos/rag/vector_stores/__init__.py
src/ailoos/rag/vector_stores/chroma_store.py
src/ailoos/rag/vector_stores/faiss_store.py
src/ailoos/rag/vector_stores/pinecone_store.py
src/ailoos/reasoning/__init__.py
src/ailoos/reasoning/critic.py
src/ailoos/reasoning/planner.py
src/ailoos/reasoning/reflection.py
src/ailoos/rewards/__init__.py
src/ailoos/rewards/dpo_feedback_rewards.py
src/ailoos/rewards/drachma_calculator.py
src/ailoos/rewards/dracma_manager.py
src/ailoos/rewards/reward_distribution.py
src/ailoos/schemas/__init__.py
src/ailoos/schemas/base.py
src/ailoos/schemas/examples.py
src/ailoos/schemas/federated.py
src/ailoos/schemas/guidance_integration.py
src/ailoos/schemas/inference.py
src/ailoos/schemas/pydantic_fallback.py
src/ailoos/schemas/rag.py
src/ailoos/schemas/serialization.py
src/ailoos/schemas/simple_validation.py
src/ailoos/schemas/simple_validation_report.json
src/ailoos/schemas/validate_schemas.py
src/ailoos/schemas/validate_schemas_standalone.py
src/ailoos/sdk/__init__.py
src/ailoos/sdk/advanced_client.py
src/ailoos/sdk/auth.py
src/ailoos/sdk/federated_client.py
src/ailoos/sdk/hardware_monitor.py
src/ailoos/sdk/marketplace_client.py
src/ailoos/sdk/model_manager.py
src/ailoos/sdk/node_sdk.py
src/ailoos/sdk/p2p_client.py
src/ailoos/sdk/examples/advanced_usage.py
src/ailoos/sdk/examples/basic_usage.py
src/ailoos/security/e2e_encryption.py
src/ailoos/security/end_to_end_encryption.py
src/ailoos/security/sybil_protector.py
src/ailoos/security/test_two_factor.py
src/ailoos/security/two_factor.py
src/ailoos/security/enterprise/__init__.py
src/ailoos/security/enterprise/ldap_integration.py
src/ailoos/security/enterprise/oauth2_provider.py
src/ailoos/security/enterprise/rbac_manager.py
src/ailoos/security/enterprise/saml_auth_provider.py
src/ailoos/security/enterprise/security_policy_engine.py
src/ailoos/security/enterprise/session_manager.py
src/ailoos/service_mesh/__init__.py
src/ailoos/service_mesh/istio_integration.py
src/ailoos/service_mesh/linkerd_integration.py
src/ailoos/service_mesh/mesh_monitoring.py
src/ailoos/service_mesh/service_discovery.py
src/ailoos/service_mesh/service_mesh_manager.py
src/ailoos/service_mesh/traffic_management.py
src/ailoos/settings/__init__.py
src/ailoos/settings/create_db.py
src/ailoos/settings/create_db_sqlalchemy.py
src/ailoos/settings/models.py
src/ailoos/settings/models_sqlalchemy.py
src/ailoos/settings/repository.py
src/ailoos/settings/repository_sqlalchemy.py
src/ailoos/settings/service.py
src/ailoos/settings/service_sqlalchemy.py
src/ailoos/settings/test_user_settings_service.py
src/ailoos/settings/user_settings_service.py
src/ailoos/setup/__init__.py
src/ailoos/setup/auto_setup.py
src/ailoos/tests/__init__.py
src/ailoos/tests/test_additional_security_validations.py
src/ailoos/tests/test_api_integration_real.py
src/ailoos/tests/test_auditing_unit.py
src/ailoos/tests/test_core_system.py
src/ailoos/tests/test_dynamic_discovery_integration.py
src/ailoos/tests/test_e2e_auditing.py
src/ailoos/tests/test_edge_cases_comprehensive.py
src/ailoos/tests/test_edge_cases_security.py
src/ailoos/tests/test_federated_complete_e2e.py
src/ailoos/tests/test_federated_unit.py
src/ailoos/tests/test_final_comprehensive_validation.py
src/ailoos/tests/test_integration_auditing.py
src/ailoos/tests/test_integration_e2e.py
src/ailoos/tests/test_load_auditing.py
src/ailoos/tests/test_load_multi_node_federated.py
src/ailoos/tests/test_network_failure_consistency.py
src/ailoos/tests/test_node_registry.py
src/ailoos/tests/test_p2p_federated_integration.py
src/ailoos/tests/test_p2p_protocol.py
src/ailoos/tests/test_performance_load.py
src/ailoos/tests/test_secure_aggregator.py
src/ailoos/tests/test_security_attacks.py
src/ailoos/tests/test_security_auditing.py
src/ailoos/tests/test_session_matcher.py
src/ailoos/tests/test_simple_api.py
src/ailoos/tests/test_simple_core.py
src/ailoos/tests/test_system_health_monitoring.py
src/ailoos/tests/test_zkp_federated_e2e.py
src/ailoos/tests/integration/test_data.py
src/ailoos/timeseries/__init__.py
src/ailoos/timeseries/analyzer.py
src/ailoos/timeseries/influx_integration.py
src/ailoos/timeseries/manager.py
src/ailoos/timeseries/metrics_collector.py
src/ailoos/timeseries/questdb_integration.py
src/ailoos/timeseries/retention_manager.py
src/ailoos/tools/__init__.py
src/ailoos/tools/builtin_tools.py
src/ailoos/tools/executor.py
src/ailoos/tools/function_calling.py
src/ailoos/tools/registry.py
src/ailoos/training/__init__.py
src/ailoos/training/async_training_controller.py
src/ailoos/training/checkpoint_manager.py
src/ailoos/training/data_preprocessing.py
src/ailoos/training/data_quality_validation.py
src/ailoos/training/dataset_sharding.py
src/ailoos/training/efficient_data_loader.py
src/ailoos/training/local_trainer.py
src/ailoos/training/massive_federated_trainer.py
src/ailoos/training/network_sync_manager.py
src/ailoos/training/node_training_integration.py
src/ailoos/training/pipeline.py
src/ailoos/training/real_data_pipeline.py
src/ailoos/training/real_data_training_pipeline.py
src/ailoos/training/test_async_training_phase2.py
src/ailoos/training/test_phase2_simple.py
src/ailoos/training/tokenizer_trainer.py
src/ailoos/training/training_api.py
src/ailoos/training/training_progress_tracker.py
src/ailoos/training/training_state_manager.py
src/ailoos/tts/__init__.py
src/ailoos/tts/service.py
src/ailoos/updates/__init__.py
src/ailoos/updates/auto_updater.py
src/ailoos/updates/auto_updates.py
src/ailoos/updates/update_server.py
src/ailoos/user/__init__.py
src/ailoos/user/account_deletion.py
src/ailoos/user/stats.py
src/ailoos/utils/__init__.py
src/ailoos/utils/cache.py
src/ailoos/utils/hardware.py
src/ailoos/utils/logging.py
src/ailoos/utils/monitoring.py
src/ailoos/validation/__init__.py
src/ailoos/validation/advanced_validator.py
src/ailoos/validation/business_model_validator.py
src/ailoos/validation/config_auditor.py
src/ailoos/validation/error_handler.py
src/ailoos/validation/integration_middleware.py
src/ailoos/validation/needle_in_haystack.py
src/ailoos/validation/rate_limiter.py
src/ailoos/validation/security_validator.py
src/ailoos/validation/tee_attestation_validator.py
src/ailoos/validation/validator.py
src/ailoos/vector_database/__init__.py
src/ailoos/vector_database/embedding_manager.py
src/ailoos/vector_database/pinecone_integration.py
src/ailoos/vector_database/qdrant_integration.py
src/ailoos/vector_database/similarity_search.py
src/ailoos/vector_database/vector_indexer.py
src/ailoos/vector_database/vector_manager.py
src/ailoos/verification/__init__.py
src/ailoos/verification/certificate_authority.py
src/ailoos/verification/certificate_validator.py
src/ailoos/verification/contribution_verifier.py
src/ailoos/verification/dataset_integrity_verifier.py
src/ailoos/verification/node_verifier.py
src/ailoos/verification/test_training_prover.py
src/ailoos/verification/test_zkp_engine.py
src/ailoos/verification/training_prover.py
src/ailoos/verification/zk_proofs.py
src/ailoos/verification/zkp_engine.py
src/ailoos/web/__init__.py
src/ailoos/web/wallet_integration.py
src/ailoos/workflows/__init__.py
src/ailoos/workflows/engine.py
src/ailoos/workflows/templates.py
src/ailoos/workflows/validators.py
src/ailoos/zero_trust/__init__.py
src/ailoos/zero_trust/anomaly_detection_engine.py
src/ailoos/zero_trust/automated_threat_response.py
src/ailoos/zero_trust/compliance_auditor.py
src/ailoos/zero_trust/continuous_identity_verification.py
src/ailoos/zero_trust/enclave_integrity_verifier.py
src/ailoos/zero_trust/granular_access_policies.py
src/ailoos/zero_trust/integration.py
src/ailoos/zero_trust/real_time_trust_assessment.py
src/ailoos/zero_trust/remote_attestation.py
src/ailoos/zero_trust/secure_code_execution.py
src/ailoos/zero_trust/security_policy_engine.py
src/ailoos/zero_trust/side_channel_protection.py
src/ailoos/zero_trust/tee_compliance_enforcer.py
src/ailoos/zero_trust/tee_federated_integration.py
src/ailoos/zero_trust/tee_integration_manager.py
src/ailoos/zero_trust/test_tee_system.py
src/ailoos/zero_trust/zero_trust_integration.py
src/ailoos/zero_trust/advanced_encryption/__init__.py
src/ailoos/zero_trust/advanced_encryption/asymmetric_encryption.py
src/ailoos/zero_trust/advanced_encryption/encryption_manager.py
src/ailoos/zero_trust/advanced_encryption/encryption_monitoring.py
src/ailoos/zero_trust/advanced_encryption/hybrid_encryption.py
src/ailoos/zero_trust/advanced_encryption/key_management.py
src/ailoos/zero_trust/advanced_encryption/symmetric_encryption.py
src/ailoos/zero_trust/intrusion_detection/__init__.py
src/ailoos/zero_trust/intrusion_detection/anomaly_detection.py
src/ailoos/zero_trust/intrusion_detection/behavioral_analysis.py
src/ailoos/zero_trust/intrusion_detection/intrusion_detector.py
src/ailoos/zero_trust/intrusion_detection/intrusion_monitoring.py
src/ailoos/zero_trust/intrusion_detection/pattern_recognition.py
src/ailoos/zero_trust/intrusion_detection/threat_intelligence.py
tests/test_account_deletion.py
tests/test_accuracy_regression_integration.py
tests/test_accuracy_regression_suite.py
tests/test_active_learning_manager.py
tests/test_active_learning_pipeline.py
tests/test_adamw_optimizer.py
tests/test_adamw_simple.py
tests/test_adamw_standalone.py
tests/test_advanced_audit_logging.py
tests/test_analytics_api.py
tests/test_async_training_integration.py
tests/test_async_training_standalone.py
tests/test_auto_healing.py
tests/test_auto_healing_direct.py
tests/test_auto_healing_self_contained.py
tests/test_auto_healing_standalone.py
tests/test_backward_compatibility.py
tests/test_blockchain_real.py
tests/test_blockchain_standalone.py
tests/test_calculate_reward.py
tests/test_canary_deploy.py
tests/test_compliance_manager.py
tests/test_compliance_simple.py
tests/test_compliance_standalone.py
tests/test_cost_reduction.py
tests/test_datahub_api.py
tests/test_dataset_integrity_verifier.py
tests/test_dataset_integrity_verifier_simple.py
tests/test_deduplication.py
tests/test_density_weighted_sampling.py
tests/test_distillation_engine.py
tests/test_distributed_e2e.py
tests/test_dpo_collator.py
tests/test_dpo_collator_standalone.py
tests/test_dpo_end_to_end.py
tests/test_dpo_federated_integration.py
tests/test_dpo_federated_standalone.py
tests/test_dpo_feedback_rewards.py
tests/test_dpo_feedback_simple.py
tests/test_dpo_feedback_standalone.py
tests/test_dpo_loss.py
tests/test_dpo_loss_standalone.py
tests/test_dpo_security.py
tests/test_dpo_security_standalone.py
tests/test_empoorio_lm_backward_compat_standalone.py
tests/test_empoorio_lm_context_scaling.py
tests/test_empoorio_lm_context_scaling_standalone.py
tests/test_empoorio_lm_integration.py
tests/test_empoorio_lm_phase2_standalone.py
tests/test_ensemble_system.py
tests/test_exhaustive_drachma.py
tests/test_expected_model_change.py
tests/test_export_to_edge.py
tests/test_fase2_validation.py
tests/test_federated_convergence_integration.py
tests/test_federated_data_coordinator.py
tests/test_federated_load_tester.py
tests/test_federated_non_iid.py
tests/test_federated_session_endpoints.py
tests/test_federated_sparsification.py
tests/test_function_calling_integration.py
tests/test_function_calling_standalone.py
tests/test_gossip_protocol.py
tests/test_graph_rag.py
tests/test_hibernation_service.py
tests/test_inference_maturity2.py
tests/test_integration_yarn_sliding_window.py
tests/test_knowledge_graph_core.py
tests/test_knowledge_graph_query.py
tests/test_large_scale_p2p_integration.py
tests/test_license_audit.py
tests/test_model_comparator.py
tests/test_model_lineage.py
tests/test_model_registry.py
tests/test_moe_basic.py
tests/test_moe_standalone.py
tests/test_multi_tenancy_integration.py
tests/test_needle_in_haystack.py
tests/test_niah_benchmark.py
tests/test_ontology_validation.py
tests/test_optimal_dataset_partitioner.py
tests/test_optimization_evaluator.py
tests/test_optimization_pipeline.py
tests/test_optimization_scheduler.py
tests/test_p2p_resilience.py
tests/test_production_system_integration.py
tests/test_pruning_engine.py
tests/test_pydantic_fallback.py
tests/test_quantization_engine.py
tests/test_query_by_committee.py
tests/test_rag_empoorio_integration.py
tests/test_semantic_versioning.py
tests/test_serializers.py
tests/test_sliding_window_attention.py
tests/test_system_status_endpoints.py
tests/test_technical_dashboard.py
tests/test_tee_attestation.py
tests/test_tee_weight_protection_final_validation.py
tests/test_tee_weight_protection_standalone.py
tests/test_tenant_billing.py
tests/test_tenant_database.py
tests/test_tenant_isolation.py
tests/test_tenant_manager.py
tests/test_tenant_migration.py
tests/test_tenant_security.py
tests/test_tenseal_encryptor.py
tests/test_tenseal_minimal.py
tests/test_tenseal_standalone.py
tests/test_tokenizer_reduction.py
tests/test_tools_basic.py
tests/test_tools_direct.py
tests/test_tools_isolated.py
tests/test_tools_standalone.py
tests/test_uncertainty_sampling.py
tests/test_validation_system.py
tests/test_version_history.py
tests/test_version_manager.py
tests/test_websocket_analytics.py
tests/test_websocket_datahub.py
tests/test_websocket_federated.py
tests/test_websocket_federated_simple.py
tests/test_websocket_federated_training.py
tests/test_websocket_structure.py
tests/test_websocket_system_tools.py
tests/test_yarn_rope.py