LICENSE
MANIFEST.in
README.md
pyproject.toml
aiecs/__init__.py
aiecs/__main__.py
aiecs/aiecs_client.py
aiecs/main.py
aiecs.egg-info/PKG-INFO
aiecs.egg-info/SOURCES.txt
aiecs.egg-info/dependency_links.txt
aiecs.egg-info/entry_points.txt
aiecs.egg-info/requires.txt
aiecs.egg-info/top_level.txt
aiecs/application/__init__.py
aiecs/application/executors/__init__.py
aiecs/application/executors/operation_executor.py
aiecs/application/knowledge_graph/__init__.py
aiecs/application/knowledge_graph/builder/__init__.py
aiecs/application/knowledge_graph/builder/data_quality.py
aiecs/application/knowledge_graph/builder/data_reshaping.py
aiecs/application/knowledge_graph/builder/document_builder.py
aiecs/application/knowledge_graph/builder/graph_builder.py
aiecs/application/knowledge_graph/builder/import_optimizer.py
aiecs/application/knowledge_graph/builder/schema_inference.py
aiecs/application/knowledge_graph/builder/schema_mapping.py
aiecs/application/knowledge_graph/builder/structured_pipeline.py
aiecs/application/knowledge_graph/builder/text_chunker.py
aiecs/application/knowledge_graph/extractors/__init__.py
aiecs/application/knowledge_graph/extractors/base.py
aiecs/application/knowledge_graph/extractors/llm_entity_extractor.py
aiecs/application/knowledge_graph/extractors/llm_relation_extractor.py
aiecs/application/knowledge_graph/extractors/ner_entity_extractor.py
aiecs/application/knowledge_graph/fusion/__init__.py
aiecs/application/knowledge_graph/fusion/ab_testing.py
aiecs/application/knowledge_graph/fusion/abbreviation_expander.py
aiecs/application/knowledge_graph/fusion/alias_index.py
aiecs/application/knowledge_graph/fusion/alias_matcher.py
aiecs/application/knowledge_graph/fusion/cache_coordinator.py
aiecs/application/knowledge_graph/fusion/entity_deduplicator.py
aiecs/application/knowledge_graph/fusion/entity_linker.py
aiecs/application/knowledge_graph/fusion/evaluation_dataset.py
aiecs/application/knowledge_graph/fusion/knowledge_fusion.py
aiecs/application/knowledge_graph/fusion/matching_config.py
aiecs/application/knowledge_graph/fusion/name_normalizer.py
aiecs/application/knowledge_graph/fusion/relation_deduplicator.py
aiecs/application/knowledge_graph/fusion/semantic_name_matcher.py
aiecs/application/knowledge_graph/fusion/similarity_pipeline.py
aiecs/application/knowledge_graph/pattern_matching/__init__.py
aiecs/application/knowledge_graph/pattern_matching/pattern_matcher.py
aiecs/application/knowledge_graph/pattern_matching/query_executor.py
aiecs/application/knowledge_graph/profiling/__init__.py
aiecs/application/knowledge_graph/profiling/query_plan_visualizer.py
aiecs/application/knowledge_graph/profiling/query_profiler.py
aiecs/application/knowledge_graph/reasoning/__init__.py
aiecs/application/knowledge_graph/reasoning/evidence_synthesis.py
aiecs/application/knowledge_graph/reasoning/inference_engine.py
aiecs/application/knowledge_graph/reasoning/logic_form_parser.py
aiecs/application/knowledge_graph/reasoning/logic_query_integration.py
aiecs/application/knowledge_graph/reasoning/query_planner.py
aiecs/application/knowledge_graph/reasoning/reasoning_engine.py
aiecs/application/knowledge_graph/reasoning/logic_parser/__init__.py
aiecs/application/knowledge_graph/reasoning/logic_parser/ast_builder.py
aiecs/application/knowledge_graph/reasoning/logic_parser/ast_nodes.py
aiecs/application/knowledge_graph/reasoning/logic_parser/ast_validator.py
aiecs/application/knowledge_graph/reasoning/logic_parser/error_handler.py
aiecs/application/knowledge_graph/reasoning/logic_parser/parser.py
aiecs/application/knowledge_graph/reasoning/logic_parser/query_context.py
aiecs/application/knowledge_graph/retrieval/__init__.py
aiecs/application/knowledge_graph/retrieval/query_intent_classifier.py
aiecs/application/knowledge_graph/retrieval/retrieval_strategies.py
aiecs/application/knowledge_graph/retrieval/strategy_types.py
aiecs/application/knowledge_graph/search/__init__.py
aiecs/application/knowledge_graph/search/hybrid_search.py
aiecs/application/knowledge_graph/search/reranker.py
aiecs/application/knowledge_graph/search/reranker_strategies.py
aiecs/application/knowledge_graph/search/text_similarity.py
aiecs/application/knowledge_graph/traversal/__init__.py
aiecs/application/knowledge_graph/traversal/enhanced_traversal.py
aiecs/application/knowledge_graph/traversal/path_scorer.py
aiecs/application/knowledge_graph/validators/__init__.py
aiecs/application/knowledge_graph/validators/relation_validator.py
aiecs/application/knowledge_graph/visualization/__init__.py
aiecs/application/knowledge_graph/visualization/graph_visualizer.py
aiecs/common/__init__.py
aiecs/common/knowledge_graph/__init__.py
aiecs/common/knowledge_graph/runnable.py
aiecs/config/__init__.py
aiecs/config/config.py
aiecs/config/graph_config.py
aiecs/config/skills_config.py
aiecs/config/tool_config.py
aiecs/core/__init__.py
aiecs/core/interface/__init__.py
aiecs/core/interface/execution_interface.py
aiecs/core/interface/storage_interface.py
aiecs/core/registry/__init__.py
aiecs/core/registry/service_registry.py
aiecs/domain/__init__.py
aiecs/domain/agent/__init__.py
aiecs/domain/agent/base_agent.py
aiecs/domain/agent/exceptions.py
aiecs/domain/agent/graph_aware_mixin.py
aiecs/domain/agent/hybrid_agent.py
aiecs/domain/agent/knowledge_aware_agent.py
aiecs/domain/agent/lifecycle.py
aiecs/domain/agent/llm_agent.py
aiecs/domain/agent/models.py
aiecs/domain/agent/observability.py
aiecs/domain/agent/persistence.py
aiecs/domain/agent/registry.py
aiecs/domain/agent/tool_agent.py
aiecs/domain/agent/integration/__init__.py
aiecs/domain/agent/integration/context_compressor.py
aiecs/domain/agent/integration/context_engine_adapter.py
aiecs/domain/agent/integration/protocols.py
aiecs/domain/agent/integration/retry_policy.py
aiecs/domain/agent/integration/role_config.py
aiecs/domain/agent/memory/__init__.py
aiecs/domain/agent/memory/conversation.py
aiecs/domain/agent/migration/__init__.py
aiecs/domain/agent/migration/conversion.py
aiecs/domain/agent/migration/legacy_wrapper.py
aiecs/domain/agent/prompts/__init__.py
aiecs/domain/agent/prompts/builder.py
aiecs/domain/agent/prompts/formatters.py
aiecs/domain/agent/prompts/template.py
aiecs/domain/agent/skills/__init__.py
aiecs/domain/agent/skills/context.py
aiecs/domain/agent/skills/discovery.py
aiecs/domain/agent/skills/executor.py
aiecs/domain/agent/skills/loader.py
aiecs/domain/agent/skills/matcher.py
aiecs/domain/agent/skills/mixin.py
aiecs/domain/agent/skills/models.py
aiecs/domain/agent/skills/registry.py
aiecs/domain/agent/skills/validator.py
aiecs/domain/agent/skills/builtin/__init__.py
aiecs/domain/agent/skills/builtin/api-integration/examples/api-client-example.py
aiecs/domain/agent/skills/builtin/data-analysis/examples/analysis-example.py
aiecs/domain/agent/skills/builtin/data-analysis/scripts/validate-data.py
aiecs/domain/agent/skills/builtin/python-coding/examples/code-patterns.py
aiecs/domain/agent/tools/__init__.py
aiecs/domain/agent/tools/models.py
aiecs/domain/agent/tools/registry.py
aiecs/domain/agent/tools/schema_generator.py
aiecs/domain/community/__init__.py
aiecs/domain/community/agent_adapter.py
aiecs/domain/community/analytics.py
aiecs/domain/community/collaborative_workflow.py
aiecs/domain/community/communication_hub.py
aiecs/domain/community/community_builder.py
aiecs/domain/community/community_integration.py
aiecs/domain/community/community_manager.py
aiecs/domain/community/decision_engine.py
aiecs/domain/community/exceptions.py
aiecs/domain/community/resource_manager.py
aiecs/domain/community/shared_context_manager.py
aiecs/domain/community/models/__init__.py
aiecs/domain/community/models/community_models.py
aiecs/domain/context/__init__.py
aiecs/domain/context/context_engine.py
aiecs/domain/context/conversation_models.py
aiecs/domain/context/graph_memory.py
aiecs/domain/execution/__init__.py
aiecs/domain/execution/model.py
aiecs/domain/knowledge_graph/__init__.py
aiecs/domain/knowledge_graph/models/__init__.py
aiecs/domain/knowledge_graph/models/entity.py
aiecs/domain/knowledge_graph/models/evidence.py
aiecs/domain/knowledge_graph/models/inference_rule.py
aiecs/domain/knowledge_graph/models/path.py
aiecs/domain/knowledge_graph/models/path_pattern.py
aiecs/domain/knowledge_graph/models/query.py
aiecs/domain/knowledge_graph/models/query_plan.py
aiecs/domain/knowledge_graph/models/relation.py
aiecs/domain/knowledge_graph/schema/__init__.py
aiecs/domain/knowledge_graph/schema/entity_type.py
aiecs/domain/knowledge_graph/schema/graph_schema.py
aiecs/domain/knowledge_graph/schema/property_schema.py
aiecs/domain/knowledge_graph/schema/relation_type.py
aiecs/domain/knowledge_graph/schema/schema_manager.py
aiecs/domain/knowledge_graph/schema/type_enums.py
aiecs/domain/task/__init__.py
aiecs/domain/task/dsl_processor.py
aiecs/domain/task/model.py
aiecs/domain/task/task_context.py
aiecs/infrastructure/__init__.py
aiecs/infrastructure/graph_storage/__init__.py
aiecs/infrastructure/graph_storage/base.py
aiecs/infrastructure/graph_storage/batch_operations.py
aiecs/infrastructure/graph_storage/cache.py
aiecs/infrastructure/graph_storage/distributed.py
aiecs/infrastructure/graph_storage/error_handling.py
aiecs/infrastructure/graph_storage/graceful_degradation.py
aiecs/infrastructure/graph_storage/health_checks.py
aiecs/infrastructure/graph_storage/in_memory.py
aiecs/infrastructure/graph_storage/index_optimization.py
aiecs/infrastructure/graph_storage/lazy_loading.py
aiecs/infrastructure/graph_storage/metrics.py
aiecs/infrastructure/graph_storage/migration.py
aiecs/infrastructure/graph_storage/pagination.py
aiecs/infrastructure/graph_storage/performance_monitoring.py
aiecs/infrastructure/graph_storage/postgres.py
aiecs/infrastructure/graph_storage/property_storage.py
aiecs/infrastructure/graph_storage/protocols.py
aiecs/infrastructure/graph_storage/query_optimizer.py
aiecs/infrastructure/graph_storage/schema_cache.py
aiecs/infrastructure/graph_storage/sqlite.py
aiecs/infrastructure/graph_storage/streaming.py
aiecs/infrastructure/graph_storage/tenant.py
aiecs/infrastructure/messaging/__init__.py
aiecs/infrastructure/messaging/celery_task_manager.py
aiecs/infrastructure/messaging/websocket_manager.py
aiecs/infrastructure/monitoring/__init__.py
aiecs/infrastructure/monitoring/executor_metrics.py
aiecs/infrastructure/monitoring/global_metrics_manager.py
aiecs/infrastructure/monitoring/structured_logger.py
aiecs/infrastructure/monitoring/tracing_manager.py
aiecs/infrastructure/persistence/__init__.py
aiecs/infrastructure/persistence/clickhouse_client.py
aiecs/infrastructure/persistence/clickhouse_permanent_backend.py
aiecs/infrastructure/persistence/context_engine_client.py
aiecs/infrastructure/persistence/database_manager.py
aiecs/infrastructure/persistence/file_storage.py
aiecs/infrastructure/persistence/redis_client.py
aiecs/llm/__init__.py
aiecs/llm/client_factory.py
aiecs/llm/client_resolver.py
aiecs/llm/protocols.py
aiecs/llm/callbacks/__init__.py
aiecs/llm/callbacks/custom_callbacks.py
aiecs/llm/clients/__init__.py
aiecs/llm/clients/base_client.py
aiecs/llm/clients/google_function_calling_mixin.py
aiecs/llm/clients/googleai_client.py
aiecs/llm/clients/openai_client.py
aiecs/llm/clients/openai_compatible_mixin.py
aiecs/llm/clients/openrouter_client.py
aiecs/llm/clients/schemas.py
aiecs/llm/clients/vertex_client copy.py
aiecs/llm/clients/vertex_client.py
aiecs/llm/clients/xai_client.py
aiecs/llm/config/__init__.py
aiecs/llm/config/config_loader.py
aiecs/llm/config/config_validator.py
aiecs/llm/config/model_config.py
aiecs/llm/utils/__init__.py
aiecs/llm/utils/image_utils.py
aiecs/llm/utils/validate_config.py
aiecs/scripts/__init__.py
aiecs/scripts/aid/VERSION_MANAGEMENT.md
aiecs/scripts/aid/__init__.py
aiecs/scripts/aid/module_checker.py
aiecs/scripts/aid/version_manager.py
aiecs/scripts/dependance_check/DEPENDENCY_SYSTEM_SUMMARY.md
aiecs/scripts/dependance_check/README_DEPENDENCY_CHECKER.md
aiecs/scripts/dependance_check/__init__.py
aiecs/scripts/dependance_check/dependency_checker.py
aiecs/scripts/dependance_check/dependency_fixer.py
aiecs/scripts/dependance_check/download_nlp_data.py
aiecs/scripts/dependance_check/setup_nlp_data.sh
aiecs/scripts/dependance_patch/__init__.py
aiecs/scripts/dependance_patch/fix_weasel/README_WEASEL_PATCH.md
aiecs/scripts/dependance_patch/fix_weasel/__init__.py
aiecs/scripts/dependance_patch/fix_weasel/fix_weasel_validator.py
aiecs/scripts/dependance_patch/fix_weasel/fix_weasel_validator.sh
aiecs/scripts/dependance_patch/fix_weasel/patch_weasel_library.sh
aiecs/scripts/dependance_patch/fix_weasel/run_weasel_patch.sh
aiecs/scripts/knowledge_graph/__init__.py
aiecs/scripts/knowledge_graph/run_threshold_experiments.py
aiecs/scripts/migrations/multi_tenancy/README.md
aiecs/scripts/tools_develop/README.md
aiecs/scripts/tools_develop/README_CONFIG_CHECKER.md
aiecs/scripts/tools_develop/TOOLS_CONFIG_GUIDE.md
aiecs/scripts/tools_develop/TOOL_AUTO_DISCOVERY.md
aiecs/scripts/tools_develop/__init__.py
aiecs/scripts/tools_develop/check_all_tools_config.py
aiecs/scripts/tools_develop/check_type_annotations.py
aiecs/scripts/tools_develop/schema_coverage.py
aiecs/scripts/tools_develop/validate_tool_schemas.py
aiecs/scripts/tools_develop/verify_tools.py
aiecs/tasks/__init__.py
aiecs/tasks/worker.py
aiecs/tools/__init__.py
aiecs/tools/base_tool.py
aiecs/tools/langchain_adapter.py
aiecs/tools/schema_generator.py
aiecs/tools/temp_file_manager.py
aiecs/tools/apisource/__init__.py
aiecs/tools/apisource/tool.py
aiecs/tools/apisource/intelligence/__init__.py
aiecs/tools/apisource/intelligence/data_fusion.py
aiecs/tools/apisource/intelligence/query_analyzer.py
aiecs/tools/apisource/intelligence/search_enhancer.py
aiecs/tools/apisource/monitoring/__init__.py
aiecs/tools/apisource/monitoring/metrics.py
aiecs/tools/apisource/providers/__init__.py
aiecs/tools/apisource/providers/alphavantage.py
aiecs/tools/apisource/providers/arxiv.py
aiecs/tools/apisource/providers/base.py
aiecs/tools/apisource/providers/census.py
aiecs/tools/apisource/providers/coingecko.py
aiecs/tools/apisource/providers/congress.py
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aiecs/tools/apisource/providers/courtlistener.py
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aiecs/tools/apisource/providers/duckduckgo.py
aiecs/tools/apisource/providers/exchangerate.py
aiecs/tools/apisource/providers/fred.py
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aiecs/tools/apisource/providers/gdelt.py
aiecs/tools/apisource/providers/github.py
aiecs/tools/apisource/providers/guardian.py
aiecs/tools/apisource/providers/hackernews.py
aiecs/tools/apisource/providers/metmuseum.py
aiecs/tools/apisource/providers/newsapi.py
aiecs/tools/apisource/providers/opencorporates.py
aiecs/tools/apisource/providers/openlibrary.py
aiecs/tools/apisource/providers/openstates.py
aiecs/tools/apisource/providers/openweathermap.py
aiecs/tools/apisource/providers/pubmed.py
aiecs/tools/apisource/providers/restcountries.py
aiecs/tools/apisource/providers/secedgar.py
aiecs/tools/apisource/providers/semanticscholar.py
aiecs/tools/apisource/providers/stackexchange.py
aiecs/tools/apisource/providers/uspto.py
aiecs/tools/apisource/providers/wikipedia.py
aiecs/tools/apisource/providers/worldbank.py
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aiecs/tools/docs/ai_document_writer_orchestrator.py
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aiecs/tools/docs/document_parser_tool.py
aiecs/tools/docs/document_writer_tool.py
aiecs/tools/docs/ppt_tool.py
aiecs/tools/knowledge_graph/__init__.py
aiecs/tools/knowledge_graph/graph_reasoning_tool.py
aiecs/tools/knowledge_graph/graph_search_tool.py
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aiecs/tools/scraper_tool/error_handler.py
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aiecs/tools/scraper_tool/rate_limiter.py
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aiecs/tools/search_tool/__init__.py
aiecs/tools/search_tool/analyzers.py
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aiecs/tools/search_tool/rate_limiter.py
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aiecs/tools/statistics/__init__.py
aiecs/tools/statistics/ai_data_analysis_orchestrator.py
aiecs/tools/statistics/ai_insight_generator_tool.py
aiecs/tools/statistics/ai_report_orchestrator_tool.py
aiecs/tools/statistics/data_loader_tool.py
aiecs/tools/statistics/data_profiler_tool.py
aiecs/tools/statistics/data_transformer_tool.py
aiecs/tools/statistics/data_visualizer_tool.py
aiecs/tools/statistics/model_trainer_tool.py
aiecs/tools/statistics/statistical_analyzer_tool.py
aiecs/tools/task_tools/__init__.py
aiecs/tools/task_tools/chart_tool.py
aiecs/tools/task_tools/classfire_tool.py
aiecs/tools/task_tools/image_tool.py
aiecs/tools/task_tools/office_tool.py
aiecs/tools/task_tools/pandas_tool.py
aiecs/tools/task_tools/report_tool.py
aiecs/tools/task_tools/research_tool.py
aiecs/tools/task_tools/stats_tool.py
aiecs/tools/tool_executor/__init__.py
aiecs/tools/tool_executor/tool_executor.py
aiecs/utils/LLM_output_structor.py
aiecs/utils/__init__.py
aiecs/utils/base_callback.py
aiecs/utils/cache_provider.py
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aiecs/utils/logging.py
aiecs/utils/prompt_loader.py
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aiecs/ws/__init__.py
aiecs/ws/socket_server.py