LICENSE
MANIFEST.in
README.md
pyproject.toml
./PRIVATE/changelog/PRIVATE_verify_fixes.py
./PRIVATE/scripts/check_indexes.py
./PRIVATE/scripts/check_local_llm_configs.py
./PRIVATE/scripts/coverage_analyze.py
./PRIVATE/scripts/data_consistency.py
./PRIVATE/scripts/delete_memory.py
./PRIVATE/scripts/dump_index_info.py
./PRIVATE/scripts/dump_memory_keys.py
./PRIVATE/scripts/find_join_memory.py
./PRIVATE/scripts/find_memory_hits.py
./PRIVATE/scripts/fix_local_llm_configs.py
./PRIVATE/scripts/maintain_docs.py
./PRIVATE/scripts/migrate_to_redisstack.py
./PRIVATE/scripts/migrate_to_schemas.py
./PRIVATE/scripts/orka_cleanup.py
./PRIVATE/scripts/parse_trace_example.py
./PRIVATE/scripts/run_all_examples.py
./PRIVATE/scripts/search_index.py
./PRIVATE/scripts/test_mock_audit.py
./PRIVATE/scripts/with_cleanup.py
./docs/benchmark/run_benchmark.py
./docs/expSOC01/images/generate_chart_images.py
./docs/exp_local_SOC-02/CSV/extract_comprehensive_enhanced.py
./docs/exp_local_SOC-02/CSV/extract_comprehensive_generic.py
./docs/exp_local_SOC-02/CSV/extract_csv.py
./docs/sphinx/build_docs.py
./docs/sphinx/conf.py
./examples/PRIVATE_exp01/organize_experiment_logs.py
./examples/PRIVATE_exp01/run_cognitive_iteration.py
./examples/PRIVATE_exp01/run_cognitive_iteration_100.py
./orka/__init__.py
./orka/contracts.py
./orka/fork_group_manager.py
./orka/loader.py
./orka/memory_logger.py
./orka/orchestrator.py
./orka/orchestrator_error_wrapper.py
./orka/orka_cli.py
./orka/orka_start.py
./orka/registry.py
./orka/response_builder.py
./orka/server.py
./orka/tui_interface.py
./orka/agents/__init__.py
./orka/agents/agents.py
./orka/agents/base_agent.py
./orka/agents/llm_agents.py
./orka/agents/local_cost_calculator.py
./orka/agents/local_llm_agents.py
./orka/agents/validation_and_structuring_agent.py
./orka/agents/plan_validator/__init__.py
./orka/agents/plan_validator/agent.py
./orka/agents/plan_validator/boolean_parser.py
./orka/agents/plan_validator/critique_parser.py
./orka/agents/plan_validator/llm_client.py
./orka/agents/plan_validator/prompt_builder.py
./orka/agents/utils/redis_client.py
./orka/cli/__init__.py
./orka/cli/core.py
./orka/cli/parser.py
./orka/cli/types.py
./orka/cli/utils.py
./orka/cli/memory/__init__.py
./orka/cli/memory/commands.py
./orka/cli/memory/watch.py
./orka/cli/orchestrator/__init__.py
./orka/cli/orchestrator/commands.py
./orka/docker/Dockerfile
./orka/docker/Dockerfile.prod
./orka/docker/README.md
./orka/docker/cleanup-and-start.sh
./orka/docker/cleanup.sh
./orka/docker/docker-compose.yml
./orka/docker/start-redis.bat
./orka/docker/start-redis.sh
./orka/memory/__init__.py
./orka/memory/base_logger.py
./orka/memory/compressor.py
./orka/memory/file_operations.py
./orka/memory/presets.py
./orka/memory/redis_logger.py
./orka/memory/redisstack_logger.py
./orka/memory/serialization.py
./orka/memory/base_logger_mixins/__init__.py
./orka/memory/base_logger_mixins/blob_dedup_mixin.py
./orka/memory/base_logger_mixins/classification_mixin.py
./orka/memory/base_logger_mixins/config_mixin.py
./orka/memory/base_logger_mixins/cost_analysis_mixin.py
./orka/memory/base_logger_mixins/decay_scheduler_mixin.py
./orka/memory/base_logger_mixins/memory_processing_mixin.py
./orka/memory/redisstack/__init__.py
./orka/memory/redisstack/connection_manager.py
./orka/memory/redisstack/crud_mixin.py
./orka/memory/redisstack/decay_mixin.py
./orka/memory/redisstack/embedding_mixin.py
./orka/memory/redisstack/logging_mixin.py
./orka/memory/redisstack/metrics_mixin.py
./orka/memory/redisstack/redis_interface_mixin.py
./orka/memory/redisstack/search_mixin.py
./orka/memory/redisstack/vector_index_manager.py
./orka/nodes/__init__.py
./orka/nodes/base_node.py
./orka/nodes/failing_node.py
./orka/nodes/failover_node.py
./orka/nodes/fork_node.py
./orka/nodes/graph_scout_agent.py
./orka/nodes/join_node.py
./orka/nodes/loop_node.py
./orka/nodes/loop_validator_node.py
./orka/nodes/memory_reader_node.py
./orka/nodes/memory_writer_node.py
./orka/nodes/path_executor_node.py
./orka/nodes/rag_node.py
./orka/nodes/router_node.py
./orka/nodes/loop/__init__.py
./orka/nodes/loop/boolean_extraction.py
./orka/nodes/loop/cognitive_extraction.py
./orka/nodes/loop/config.py
./orka/nodes/loop/internal_workflow_runner.py
./orka/nodes/loop/log_result_extractor.py
./orka/nodes/loop/metadata.py
./orka/nodes/loop/past_loop_builder.py
./orka/nodes/loop/persistence.py
./orka/nodes/loop/runner.py
./orka/nodes/loop/sanitize.py
./orka/nodes/loop/score_extractor.py
./orka/nodes/loop/score_utils.py
./orka/nodes/loop/secondary_metrics.py
./orka/nodes/loop/types.py
./orka/nodes/memory_reader/__init__.py
./orka/nodes/memory_reader/context_scoring.py
./orka/nodes/memory_reader/filtering.py
./orka/nodes/memory_reader/query_variation.py
./orka/nodes/memory_reader/search_methods.py
./orka/nodes/memory_reader/utils.py
./orka/observability/__init__.py
./orka/observability/metrics.py
./orka/observability/structured_logging.py
./orka/orchestrator/__init__.py
./orka/orchestrator/agent_factory.py
./orka/orchestrator/base.py
./orka/orchestrator/boolean_scoring.py
./orka/orchestrator/budget_controller.py
./orka/orchestrator/decision_engine.py
./orka/orchestrator/diagnostics.py
./orka/orchestrator/dry_run_engine.py
./orka/orchestrator/error_handling.py
./orka/orchestrator/execution_engine.py
./orka/orchestrator/graph_api.py
./orka/orchestrator/graph_introspection.py
./orka/orchestrator/llm_response_schemas.py
./orka/orchestrator/metrics.py
./orka/orchestrator/path_scoring.py
./orka/orchestrator/safety_controller.py
./orka/orchestrator/simplified_prompt_rendering.py
./orka/orchestrator/template_helpers.py
./orka/orchestrator/dry_run/__init__.py
./orka/orchestrator/dry_run/agent_analyzer.py
./orka/orchestrator/dry_run/data_classes.py
./orka/orchestrator/dry_run/deterministic_evaluator.py
./orka/orchestrator/dry_run/llm_providers.py
./orka/orchestrator/dry_run/path_evaluator.py
./orka/orchestrator/dry_run/prompt_builder.py
./orka/orchestrator/dry_run/response_parser.py
./orka/orchestrator/execution/__init__.py
./orka/orchestrator/execution/agent_runner.py
./orka/orchestrator/execution/context_manager.py
./orka/orchestrator/execution/graphscout_handler.py
./orka/orchestrator/execution/memory_router.py
./orka/orchestrator/execution/parallel_executor.py
./orka/orchestrator/execution/queue_processor.py
./orka/orchestrator/execution/response_extractor.py
./orka/orchestrator/execution/response_normalizer.py
./orka/orchestrator/execution/response_processor.py
./orka/orchestrator/execution/trace_builder.py
./orka/orchestrator/execution/utils.py
./orka/orchestrator/prompt_rendering/__init__.py
./orka/orchestrator/prompt_rendering/agent_helpers.py
./orka/orchestrator/prompt_rendering/input_helpers.py
./orka/orchestrator/prompt_rendering/loop_helpers.py
./orka/orchestrator/prompt_rendering/memory_helpers.py
./orka/orchestrator/prompt_rendering/payload_enhancer.py
./orka/orchestrator/prompt_rendering/template_safe_object.py
./orka/orchestrator/prompt_rendering/utility_helpers.py
./orka/scoring/__init__.py
./orka/scoring/calculator.py
./orka/scoring/presets.py
./orka/startup/__init__.py
./orka/startup/backend.py
./orka/startup/banner.py
./orka/startup/cleanup.py
./orka/startup/config.py
./orka/startup/orchestrator.py
./orka/startup/ui.py
./orka/startup/infrastructure/__init__.py
./orka/startup/infrastructure/health.py
./orka/startup/infrastructure/redis.py
./orka/tools/__init__.py
./orka/tools/base_tool.py
./orka/tools/search_tools.py
./orka/tui/__init__.py
./orka/tui/component_builder.py
./orka/tui/data_manager.py
./orka/tui/fallback.py
./orka/tui/interface.py
./orka/tui/layouts.py
./orka/tui/message_renderer.py
./orka/tui/textual_app.py
./orka/tui/textual_screens.py
./orka/tui/textual_styles.tcss
./orka/tui/textual_styles_dark.tcss
./orka/tui/textual_styles_original.tcss
./orka/tui/textual_styles_vintage.tcss
./orka/tui/textual_widgets.py
./orka/tui/theme_dark.py
./orka/tui/theme_vintage.py
./orka/tui/components/__init__.py
./orka/tui/components/config_view.py
./orka/tui/components/header_footer.py
./orka/tui/components/memory_panels.py
./orka/tui/components/performance_panels.py
./orka/tui/components/stats_panels.py
./orka/tui/components/utils.py
./orka/utils/__init__.py
./orka/utils/bootstrap_memory_index.py
./orka/utils/concurrency.py
./orka/utils/embedder.py
./orka/utils/json_parser.py
./orka/utils/logging_utils.py
./orka/utils/template_validator.py
./scripts/check_graphscout_configs.py
PRIVATE/changelog/PRIVATE_verify_fixes.py
PRIVATE/scripts/check_indexes.py
PRIVATE/scripts/check_local_llm_configs.py
PRIVATE/scripts/coverage_analyze.py
PRIVATE/scripts/data_consistency.py
PRIVATE/scripts/delete_memory.py
PRIVATE/scripts/dump_index_info.py
PRIVATE/scripts/dump_memory_keys.py
PRIVATE/scripts/find_join_memory.py
PRIVATE/scripts/find_memory_hits.py
PRIVATE/scripts/fix_local_llm_configs.py
PRIVATE/scripts/maintain_docs.py
PRIVATE/scripts/migrate_to_redisstack.py
PRIVATE/scripts/migrate_to_schemas.py
PRIVATE/scripts/orka_cleanup.py
PRIVATE/scripts/parse_trace_example.py
PRIVATE/scripts/run_all_examples.py
PRIVATE/scripts/search_index.py
PRIVATE/scripts/test_mock_audit.py
PRIVATE/scripts/with_cleanup.py
docs/benchmark/run_benchmark.py
docs/expSOC01/images/generate_chart_images.py
docs/exp_local_SOC-02/CSV/extract_comprehensive_enhanced.py
docs/exp_local_SOC-02/CSV/extract_comprehensive_generic.py
docs/exp_local_SOC-02/CSV/extract_csv.py
docs/sphinx/build_docs.py
docs/sphinx/conf.py
examples/boolean_scoring_demo.yml
examples/boolean_scoring_loop_example.yml
examples/cognitive_loop_scoring_example.yml
examples/cognitive_society_minimal_loop.yml
examples/conditional_search_fork_join.yaml
examples/cot_multi_perspective.yml
examples/enhanced_memory_presets_demo.yml
examples/failover_search_and_validate.yml
examples/graph_scout_dynamic.yml
examples/graph_scout_example.yml
examples/graph_scout_validated_loop.yml
examples/graph_scout_with_plan_validator_loop.yml
examples/graphscout_validate_then_execute.yml
examples/graphscout_validated_execution.yml
examples/memory_category_test.yml
examples/memory_presets_showcase.yml
examples/memory_read_fork_join_router.yml
examples/memory_validation_routing_and_write.yml
examples/multi_model_local_llm_evaluation.yml
examples/multi_perspective_chatbot.yml
examples/orka_framework_qa.yml
examples/orka_graphscout_self_discovery.yml
examples/orka_self_reflection_with_graphscout.yml
examples/path_executor_demo.yml
examples/person_routing_with_search.yml
examples/plan_validation_loop_boolean.yml
examples/plan_validator_boolean_scoring.yml
examples/plan_validator_with_graphscout.yml
examples/preset_comparison_demo.yml
examples/routed_binary_memory_writer.yml
examples/simple_boolean_loop.yml
examples/simple_memory_preset_demo.yml
examples/temporal_change_search_synthesis.yml
examples/test_template_filters.yml
examples/validation_structuring_memory_pipeline.yml
examples/veterinary_specialists_convergence-deep.yaml
examples/PRIVATE_SOC/cognitive_society_with_memory_local_optimal_8b_OPTIMIZED.yml
examples/PRIVATE_exp01/cognitive_iteration_experiment_answer.yml
examples/PRIVATE_exp01/cognitive_iteration_experiment_opinion.yml
examples/PRIVATE_exp01/cognitive_iteration_experiment_opinion_local.yml
examples/PRIVATE_exp01/organize_experiment_logs.py
examples/PRIVATE_exp01/run_cognitive_iteration.py
examples/PRIVATE_exp01/run_cognitive_iteration_100.py
examples/orka_maternity/maternity_v0.yml
examples/orka_maternity/maternity_v1.yml
examples/orka_maternity/maternity_v2.yml
examples/orka_maternity/maternity_v3.yml
examples/orka_maternity/maternity_v4.yml
examples/orka_smartest/genius_minds_convergence.yml
examples/orka_smartest/genius_minds_convergence_with_data.yml
examples/orka_smartest/genius_minds_convergence_with_memory_proof.yml
examples/orka_soc/cognitive_society_with_memory_local_optimal-gpt-oss-20b.yml
examples/orka_soc/cognitive_society_with_memory_local_optimal_deepseek-32b.yml
examples/orka_soc/cognitive_society_with_memory_local_optimal_deepseek-8b.yml
examples/self_assessment/graphscout_path_system_assessment.yml
examples/self_assessment/system_self_assessment.yml
orka/__init__.py
orka/contracts.py
orka/fork_group_manager.py
orka/loader.py
orka/memory_logger.py
orka/orchestrator.py
orka/orchestrator_error_wrapper.py
orka/orka_cli.py
orka/orka_start.py
orka/registry.py
orka/response_builder.py
orka/server.py
orka/tui_interface.py
orka/agents/__init__.py
orka/agents/agents.py
orka/agents/base_agent.py
orka/agents/llm_agents.py
orka/agents/local_cost_calculator.py
orka/agents/local_llm_agents.py
orka/agents/validation_and_structuring_agent.py
orka/agents/plan_validator/__init__.py
orka/agents/plan_validator/agent.py
orka/agents/plan_validator/boolean_parser.py
orka/agents/plan_validator/critique_parser.py
orka/agents/plan_validator/llm_client.py
orka/agents/plan_validator/prompt_builder.py
orka/agents/utils/redis_client.py
orka/cli/__init__.py
orka/cli/core.py
orka/cli/parser.py
orka/cli/types.py
orka/cli/utils.py
orka/cli/memory/__init__.py
orka/cli/memory/commands.py
orka/cli/memory/watch.py
orka/cli/orchestrator/__init__.py
orka/cli/orchestrator/commands.py
orka/docker/.coverage
orka/docker/.dockerignore
orka/docker/Dockerfile
orka/docker/Dockerfile.prod
orka/docker/README.md
orka/docker/cleanup-and-start.sh
orka/docker/cleanup.sh
orka/docker/docker-compose.yml
orka/docker/start-redis.bat
orka/docker/start-redis.sh
orka/memory/__init__.py
orka/memory/base_logger.py
orka/memory/compressor.py
orka/memory/file_operations.py
orka/memory/presets.py
orka/memory/redis_logger.py
orka/memory/redisstack_logger.py
orka/memory/serialization.py
orka/memory/base_logger_mixins/__init__.py
orka/memory/base_logger_mixins/blob_dedup_mixin.py
orka/memory/base_logger_mixins/classification_mixin.py
orka/memory/base_logger_mixins/config_mixin.py
orka/memory/base_logger_mixins/cost_analysis_mixin.py
orka/memory/base_logger_mixins/decay_scheduler_mixin.py
orka/memory/base_logger_mixins/memory_processing_mixin.py
orka/memory/redisstack/__init__.py
orka/memory/redisstack/connection_manager.py
orka/memory/redisstack/crud_mixin.py
orka/memory/redisstack/decay_mixin.py
orka/memory/redisstack/embedding_mixin.py
orka/memory/redisstack/logging_mixin.py
orka/memory/redisstack/metrics_mixin.py
orka/memory/redisstack/redis_interface_mixin.py
orka/memory/redisstack/search_mixin.py
orka/memory/redisstack/vector_index_manager.py
orka/nodes/__init__.py
orka/nodes/base_node.py
orka/nodes/failing_node.py
orka/nodes/failover_node.py
orka/nodes/fork_node.py
orka/nodes/graph_scout_agent.py
orka/nodes/join_node.py
orka/nodes/loop_node.py
orka/nodes/loop_validator_node.py
orka/nodes/memory_reader_node.py
orka/nodes/memory_writer_node.py
orka/nodes/path_executor_node.py
orka/nodes/rag_node.py
orka/nodes/router_node.py
orka/nodes/loop/__init__.py
orka/nodes/loop/boolean_extraction.py
orka/nodes/loop/cognitive_extraction.py
orka/nodes/loop/config.py
orka/nodes/loop/internal_workflow_runner.py
orka/nodes/loop/log_result_extractor.py
orka/nodes/loop/metadata.py
orka/nodes/loop/past_loop_builder.py
orka/nodes/loop/persistence.py
orka/nodes/loop/runner.py
orka/nodes/loop/sanitize.py
orka/nodes/loop/score_extractor.py
orka/nodes/loop/score_utils.py
orka/nodes/loop/secondary_metrics.py
orka/nodes/loop/types.py
orka/nodes/memory_reader/__init__.py
orka/nodes/memory_reader/context_scoring.py
orka/nodes/memory_reader/filtering.py
orka/nodes/memory_reader/query_variation.py
orka/nodes/memory_reader/search_methods.py
orka/nodes/memory_reader/utils.py
orka/observability/__init__.py
orka/observability/metrics.py
orka/observability/structured_logging.py
orka/orchestrator/__init__.py
orka/orchestrator/agent_factory.py
orka/orchestrator/base.py
orka/orchestrator/boolean_scoring.py
orka/orchestrator/budget_controller.py
orka/orchestrator/decision_engine.py
orka/orchestrator/diagnostics.py
orka/orchestrator/dry_run_engine.py
orka/orchestrator/error_handling.py
orka/orchestrator/execution_engine.py
orka/orchestrator/graph_api.py
orka/orchestrator/graph_introspection.py
orka/orchestrator/llm_response_schemas.py
orka/orchestrator/metrics.py
orka/orchestrator/path_scoring.py
orka/orchestrator/safety_controller.py
orka/orchestrator/simplified_prompt_rendering.py
orka/orchestrator/template_helpers.py
orka/orchestrator/dry_run/__init__.py
orka/orchestrator/dry_run/agent_analyzer.py
orka/orchestrator/dry_run/data_classes.py
orka/orchestrator/dry_run/deterministic_evaluator.py
orka/orchestrator/dry_run/llm_providers.py
orka/orchestrator/dry_run/path_evaluator.py
orka/orchestrator/dry_run/prompt_builder.py
orka/orchestrator/dry_run/response_parser.py
orka/orchestrator/execution/__init__.py
orka/orchestrator/execution/agent_runner.py
orka/orchestrator/execution/context_manager.py
orka/orchestrator/execution/graphscout_handler.py
orka/orchestrator/execution/memory_router.py
orka/orchestrator/execution/parallel_executor.py
orka/orchestrator/execution/queue_processor.py
orka/orchestrator/execution/response_extractor.py
orka/orchestrator/execution/response_normalizer.py
orka/orchestrator/execution/response_processor.py
orka/orchestrator/execution/trace_builder.py
orka/orchestrator/execution/utils.py
orka/orchestrator/prompt_rendering/__init__.py
orka/orchestrator/prompt_rendering/agent_helpers.py
orka/orchestrator/prompt_rendering/input_helpers.py
orka/orchestrator/prompt_rendering/loop_helpers.py
orka/orchestrator/prompt_rendering/memory_helpers.py
orka/orchestrator/prompt_rendering/payload_enhancer.py
orka/orchestrator/prompt_rendering/template_safe_object.py
orka/orchestrator/prompt_rendering/utility_helpers.py
orka/scoring/__init__.py
orka/scoring/calculator.py
orka/scoring/presets.py
orka/startup/__init__.py
orka/startup/backend.py
orka/startup/banner.py
orka/startup/cleanup.py
orka/startup/config.py
orka/startup/orchestrator.py
orka/startup/ui.py
orka/startup/infrastructure/__init__.py
orka/startup/infrastructure/health.py
orka/startup/infrastructure/redis.py
orka/tools/__init__.py
orka/tools/base_tool.py
orka/tools/search_tools.py
orka/tui/__init__.py
orka/tui/component_builder.py
orka/tui/data_manager.py
orka/tui/fallback.py
orka/tui/interface.py
orka/tui/layouts.py
orka/tui/message_renderer.py
orka/tui/textual_app.py
orka/tui/textual_screens.py
orka/tui/textual_styles.tcss
orka/tui/textual_styles_dark.tcss
orka/tui/textual_styles_original.tcss
orka/tui/textual_styles_vintage.tcss
orka/tui/textual_widgets.py
orka/tui/theme_dark.py
orka/tui/theme_vintage.py
orka/tui/components/__init__.py
orka/tui/components/config_view.py
orka/tui/components/header_footer.py
orka/tui/components/memory_panels.py
orka/tui/components/performance_panels.py
orka/tui/components/stats_panels.py
orka/tui/components/utils.py
orka/utils/__init__.py
orka/utils/bootstrap_memory_index.py
orka/utils/concurrency.py
orka/utils/embedder.py
orka/utils/json_parser.py
orka/utils/logging_utils.py
orka/utils/template_validator.py
orka_reasoning.egg-info/PKG-INFO
orka_reasoning.egg-info/SOURCES.txt
orka_reasoning.egg-info/dependency_links.txt
orka_reasoning.egg-info/entry_points.txt
orka_reasoning.egg-info/requires.txt
orka_reasoning.egg-info/top_level.txt
scripts/check_graphscout_configs.py