Index

_

__del__() (orka.memory.kafka_logger.KafkaMemoryLogger method) (orka.memory.KafkaMemoryLogger method) (orka.memory.redis_logger.RedisMemoryLogger method) (orka.memory.RedisMemoryLogger method) __init__() (orka.agents.base_agent.BaseAgent method) (orka.agents.base_agent.LegacyBaseAgent method) (orka.agents.local_cost_calculator.LocalCostCalculator method) (orka.agents.validation_and_structuring_agent.ValidationAndStructuringAgent method) (orka.fork_group_manager.ForkGroupManager method) (orka.fork_group_manager.SimpleForkGroupManager method) (orka.loader.YAMLLoader method) (orka.memory.base_logger.BaseMemoryLogger method) (orka.memory.BaseMemoryLogger method) (orka.memory.kafka_logger.KafkaMemoryLogger method) (orka.memory.KafkaMemoryLogger method) (orka.memory.redis_logger.RedisMemoryLogger method) (orka.memory.RedisMemoryLogger method) (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method) (orka.nodes.base_node.BaseNode method) (orka.nodes.failover_node.FailoverNode method) (orka.nodes.fork_node.ForkNode method) (orka.nodes.router_node.RouterNode method) (orka.orchestrator.base.OrchestratorBase method) (orka.orchestrator.Orchestrator method) (orka.orchestrator.OrchestratorBase method) (orka.registry.ResourceRegistry method) (orka.tools.base_tool.BaseTool method)

__repr__() (orka.agents.base_agent.BaseAgent method) (orka.nodes.base_node.BaseNode method) (orka.tools.base_tool.BaseTool method)

A

absolute_offset (orka.tui.textual_screens.DashboardScreen attribute) (orka.tui.textual_screens.HealthScreen attribute) (orka.tui.textual_screens.LongMemoryScreen attribute) (orka.tui.textual_screens.MemoryLogsScreen attribute) (orka.tui.textual_screens.ShortMemoryScreen attribute) (orka.tui.textual_widgets.HealthWidget attribute) (orka.tui.textual_widgets.LogsWidget attribute) (orka.tui.textual_widgets.MemoryTableWidget attribute) (orka.tui.textual_widgets.StatsWidget attribute) action_refresh() (orka.tui.OrKaTextualApp method) (orka.tui.textual_app.OrKaTextualApp method) action_show_dashboard() (orka.tui.OrKaTextualApp method) (orka.tui.textual_app.OrKaTextualApp method) action_show_health() (orka.tui.OrKaTextualApp method) (orka.tui.textual_app.OrKaTextualApp method) action_show_long_memory() (orka.tui.OrKaTextualApp method) (orka.tui.textual_app.OrKaTextualApp method)

action_show_memory_logs() (orka.tui.OrKaTextualApp method) (orka.tui.textual_app.OrKaTextualApp method) action_show_short_memory() (orka.tui.OrKaTextualApp method) (orka.tui.textual_app.OrKaTextualApp method) action_toggle_fullscreen() (orka.tui.OrKaTextualApp method) (orka.tui.textual_app.OrKaTextualApp method) agent_cfgs (orka.orchestrator.base.OrchestratorBase attribute) (orka.orchestrator.OrchestratorBase attribute) agent_id (orka.cli.Event attribute) (orka.cli.types.Event attribute) (orka.contracts.Trace attribute), [1] AgentFactory (class in orka.orchestrator) (class in orka.orchestrator.agent_factory) animation_level (orka.tui.textual_app.OrKaTextualApp attribute) app_resume_signal (orka.tui.textual_app.OrKaTextualApp attribute) app_suspend_signal (orka.tui.textual_app.OrKaTextualApp attribute) AVRO (orka.memory.schema_manager.SchemaFormat attribute)

B

backend (orka.tui.components.ComponentBuilder property) BaseAgent (class in orka.agents.base_agent) BaseMemoryLogger (class in orka.memory) (class in orka.memory.base_logger) BaseNode (class in orka.nodes.base_node) BaseOrKaScreen (class in orka.tui.textual_screens) BaseTool (class in orka.tools.base_tool) basic_display_watch() (orka.tui.fallback.FallbackInterface method) basic_json_watch() (orka.tui.fallback.FallbackInterface method) BinaryAgent (class in orka.agents.agents) BINDINGS (orka.tui.OrKaTextualApp attribute) (orka.tui.textual_app.OrKaTextualApp attribute)

bindings_updated_signal (orka.tui.textual_screens.DashboardScreen attribute) (orka.tui.textual_screens.HealthScreen attribute) (orka.tui.textual_screens.LongMemoryScreen attribute) (orka.tui.textual_screens.MemoryLogsScreen attribute) (orka.tui.textual_screens.ShortMemoryScreen attribute) bubble (orka.tui.MemoryTableWidget.MemorySelected attribute) (orka.tui.textual_widgets.MemoryTableWidget.MemorySelected attribute) build_previous_outputs() (orka.orchestrator.metrics.MetricsCollector static method) (orka.orchestrator.MetricsCollector static method) build_prompt() (orka.agents.local_llm_agents.LocalLLMAgent method) (orka.agents.validation_and_structuring_agent.ValidationAndStructuringAgent method)

C

CALCULATE (orka.agents.local_cost_calculator.CostPolicy attribute) calculate_inference_cost() (orka.agents.local_cost_calculator.LocalCostCalculator method) calculate_local_llm_cost() (in module orka.agents.local_cost_calculator) can_focus (orka.tui.DashboardScreen attribute) (orka.tui.HealthScreen attribute) (orka.tui.HealthWidget attribute) (orka.tui.LogsWidget attribute) (orka.tui.LongMemoryScreen attribute) (orka.tui.MemoryLogsScreen attribute) (orka.tui.MemoryTableWidget attribute) (orka.tui.ShortMemoryScreen attribute) (orka.tui.StatsWidget attribute) (orka.tui.textual_screens.BaseOrKaScreen attribute) (orka.tui.textual_screens.DashboardScreen attribute) (orka.tui.textual_screens.HealthScreen attribute) (orka.tui.textual_screens.LongMemoryScreen attribute) (orka.tui.textual_screens.MemoryLogsScreen attribute) (orka.tui.textual_screens.ShortMemoryScreen attribute) (orka.tui.textual_widgets.HealthWidget attribute) (orka.tui.textual_widgets.LogsWidget attribute) (orka.tui.textual_widgets.MemoryTableWidget attribute) (orka.tui.textual_widgets.StatsWidget attribute) can_focus_children (orka.tui.DashboardScreen attribute) (orka.tui.HealthScreen attribute) (orka.tui.HealthWidget attribute) (orka.tui.LogsWidget attribute) (orka.tui.LongMemoryScreen attribute) (orka.tui.MemoryLogsScreen attribute) (orka.tui.MemoryTableWidget attribute) (orka.tui.ShortMemoryScreen attribute) (orka.tui.StatsWidget attribute) (orka.tui.textual_screens.BaseOrKaScreen attribute) (orka.tui.textual_screens.DashboardScreen attribute) (orka.tui.textual_screens.HealthScreen attribute) (orka.tui.textual_screens.LongMemoryScreen attribute) (orka.tui.textual_screens.MemoryLogsScreen attribute) (orka.tui.textual_screens.ShortMemoryScreen attribute) (orka.tui.textual_widgets.HealthWidget attribute) (orka.tui.textual_widgets.LogsWidget attribute) (orka.tui.textual_widgets.MemoryTableWidget attribute) (orka.tui.textual_widgets.StatsWidget attribute) category (orka.contracts.MemoryEntry attribute), [1] check_process_health() (in module orka.startup) (in module orka.startup.infrastructure) (in module orka.startup.infrastructure.health) ClassificationAgent (class in orka.agents.agents) cleanup() (orka.agents.base_agent.BaseAgent method) cleanup_expired_memories() (orka.memory.base_logger.BaseMemoryLogger method) (orka.memory.BaseMemoryLogger method) (orka.memory.kafka_logger.KafkaMemoryLogger method) (orka.memory.KafkaMemoryLogger method) (orka.memory.redis_logger.RedisMemoryLogger method) (orka.memory.RedisMemoryLogger method) (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method) cleanup_kafka_docker() (in module orka.startup) (in module orka.startup.infrastructure) (in module orka.startup.infrastructure.kafka) cleanup_redis_docker() (in module orka.startup) (in module orka.startup.infrastructure) (in module orka.startup.infrastructure.redis) cleanup_services() (in module orka.startup) (in module orka.startup.cleanup)

cleanup_specific_backend() (in module orka.startup) (in module orka.startup.cleanup) clear_all_memories() (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method) close() (orka.memory.kafka_logger.KafkaMemoryLogger method) (orka.memory.KafkaMemoryLogger method) (orka.memory.redis_logger.RedisMemoryLogger method) (orka.memory.RedisMemoryLogger method) (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method) (orka.registry.ResourceRegistry method) columns (orka.tui.textual_widgets.LogsWidget attribute) (orka.tui.textual_widgets.MemoryTableWidget attribute) ComponentBuilder (class in orka.tui.components) compose() (orka.tui.HealthWidget method) (orka.tui.textual_screens.BaseOrKaScreen method) (orka.tui.textual_widgets.HealthWidget method) compose_content() (orka.tui.DashboardScreen method) (orka.tui.HealthScreen method) (orka.tui.LongMemoryScreen method) (orka.tui.MemoryLogsScreen method) (orka.tui.ShortMemoryScreen method) (orka.tui.textual_screens.BaseOrKaScreen method) (orka.tui.textual_screens.DashboardScreen method) (orka.tui.textual_screens.HealthScreen method) (orka.tui.textual_screens.LongMemoryScreen method) (orka.tui.textual_screens.MemoryLogsScreen method) (orka.tui.textual_screens.ShortMemoryScreen method) compress() (orka.memory.compressor.MemoryCompressor method) config (orka.contracts.ResourceConfig attribute), [1] configure_backend_environment() (in module orka.startup) (in module orka.startup.config) content (orka.contracts.MemoryEntry attribute), [1] Context (class in orka.contracts) CostPolicy (class in orka.agents.local_cost_calculator) create_compact_footer() (orka.tui.components.ComponentBuilder method) create_compact_header() (orka.tui.components.ComponentBuilder method) create_compact_memories_panel() (orka.tui.components.ComponentBuilder method) create_compact_performance_panel() (orka.tui.components.ComponentBuilder method) create_compact_stats_panel() (orka.tui.components.ComponentBuilder method) create_config_view() (orka.tui.components.ComponentBuilder method) (orka.tui.layouts.LayoutManager method) create_dashboard() (orka.tui.layouts.LayoutManager method) create_footer() (orka.tui.components.ComponentBuilder method) create_group() (orka.fork_group_manager.ForkGroupManager method) (orka.fork_group_manager.SimpleForkGroupManager method) create_header() (orka.tui.components.ComponentBuilder method) create_memory_browser() (orka.tui.components.ComponentBuilder method) (orka.tui.layouts.LayoutManager method) create_memory_logger() (in module orka.memory_logger) create_parser() (in module orka.cli) (in module orka.cli.parser) create_performance_panel() (orka.tui.components.ComponentBuilder method) create_performance_view() (orka.tui.components.ComponentBuilder method) (orka.tui.layouts.LayoutManager method) create_recent_memories_panel() (orka.tui.components.ComponentBuilder method) create_schema_manager() (in module orka.memory.schema_manager) create_simple_chart() (orka.tui.components.ComponentBuilder method) create_stats_panel() (orka.tui.components.ComponentBuilder method) CSS_PATH (orka.tui.OrKaTextualApp attribute) (orka.tui.textual_app.OrKaTextualApp attribute)

D

DashboardScreen (class in orka.tui) (class in orka.tui.textual_screens) data (orka.cli.EventPayload attribute) (orka.cli.types.EventPayload attribute) DataManager (class in orka.tui.data_manager) debug_memory_data() (orka.tui.data_manager.DataManager method) delete() (orka.memory.base_logger.BaseMemoryLogger method) (orka.memory.BaseMemoryLogger method) (orka.memory.kafka_logger.KafkaMemoryLogger method) (orka.memory.KafkaMemoryLogger method) (orka.memory.redis_logger.RedisMemoryLogger method) (orka.memory.RedisMemoryLogger method) (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method) delete_group() (orka.fork_group_manager.ForkGroupManager method) (orka.fork_group_manager.SimpleForkGroupManager method) delete_memory() (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method)

devtools (orka.tui.textual_app.OrKaTextualApp attribute) display_error() (in module orka.startup) (in module orka.startup.infrastructure) (in module orka.startup.infrastructure.health) display_service_endpoints() (in module orka.startup) (in module orka.startup.infrastructure) (in module orka.startup.infrastructure.health) display_shutdown_complete() (in module orka.startup) (in module orka.startup.infrastructure) (in module orka.startup.infrastructure.health) display_shutdown_message() (in module orka.startup) (in module orka.startup.infrastructure) (in module orka.startup.infrastructure.health) display_startup_success() (in module orka.startup) (in module orka.startup.infrastructure) (in module orka.startup.infrastructure.health) DuckDuckGoTool (class in orka.tools.search_tools)

E

embedder (orka.contracts.Registry attribute), [1] enqueue_fork() (orka.orchestrator.base.OrchestratorBase method) (orka.orchestrator.execution_engine.ExecutionEngine method) (orka.orchestrator.ExecutionEngine method) (orka.orchestrator.OrchestratorBase method) ensure_index() (orka.memory.kafka_logger.KafkaMemoryLogger method) (orka.memory.KafkaMemoryLogger method) (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method) error (orka.contracts.Output attribute), [1] error_telemetry (orka.orchestrator.base.OrchestratorBase attribute) (orka.orchestrator.OrchestratorBase attribute)

ErrorHandler (class in orka.orchestrator) (class in orka.orchestrator.error_handling) Event (class in orka.cli) (class in orka.cli.types) event_type (orka.cli.Event attribute) (orka.cli.types.Event attribute) EventPayload (class in orka.cli) (class in orka.cli.types) ExecutionEngine (class in orka.orchestrator) (class in orka.orchestrator.execution_engine)

F

FailingNode (class in orka.nodes.failing_node) FailoverNode (class in orka.nodes.failover_node) FallbackInterface (class in orka.tui.fallback) features (orka.tui.textual_app.OrKaTextualApp attribute) FileOperationsMixin (class in orka.memory) (class in orka.memory.file_operations)

force_kill_processes() (in module orka.startup) (in module orka.startup.cleanup) fork_manager (orka.orchestrator.base.OrchestratorBase attribute) (orka.orchestrator.OrchestratorBase attribute) ForkGroupManager (class in orka.fork_group_manager) ForkNode (class in orka.nodes.fork_node) format (orka.memory.schema_manager.SchemaConfig attribute)

G

generate_group_id() (orka.fork_group_manager.ForkGroupManager method) (orka.fork_group_manager.SimpleForkGroupManager method) get() (orka.memory.base_logger.BaseMemoryLogger method) (orka.memory.BaseMemoryLogger method) (orka.memory.kafka_logger.KafkaMemoryLogger method) (orka.memory.KafkaMemoryLogger method) (orka.memory.redis_logger.RedisMemoryLogger method) (orka.memory.RedisMemoryLogger method) (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method) (orka.registry.ResourceRegistry method) get_agents() (orka.loader.YAMLLoader method) get_all_memories() (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method) get_cost_calculator() (in module orka.agents.local_cost_calculator) get_deserializer() (orka.memory.schema_manager.SchemaManager method) get_docker_dir() (in module orka.startup) (in module orka.startup.config) get_filtered_memories() (orka.tui.data_manager.DataManager method) get_kafka_services() (in module orka.startup) (in module orka.startup.infrastructure) (in module orka.startup.infrastructure.kafka) get_memory_backend() (in module orka.startup) (in module orka.startup.config)

get_memory_distribution() (orka.tui.data_manager.DataManager method) get_memory_stats() (orka.memory.base_logger.BaseMemoryLogger method) (orka.memory.BaseMemoryLogger method) (orka.memory.kafka_logger.KafkaMemoryLogger method) (orka.memory.KafkaMemoryLogger method) (orka.memory.redis_logger.RedisMemoryLogger method) (orka.memory.RedisMemoryLogger method) (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method) get_orchestrator() (orka.loader.YAMLLoader method) get_performance_metrics() (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method) get_rate() (orka.tui.data_manager.MemoryStats method) get_recent_stored_memories() (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method) get_search_metrics() (orka.nodes.memory_reader_node.MemoryReaderNode method) get_serializer() (orka.memory.schema_manager.SchemaManager method) get_service_endpoints() (in module orka.startup) (in module orka.startup.config) get_trend() (orka.tui.data_manager.MemoryStats method) get_unified_stats() (orka.tui.data_manager.DataManager method) get_view() (orka.tui.layouts.LayoutManager method)

H

handler_name (orka.tui.MemoryTableWidget.MemorySelected attribute) (orka.tui.textual_widgets.MemoryTableWidget.MemorySelected attribute) hdel() (orka.memory.base_logger.BaseMemoryLogger method) (orka.memory.BaseMemoryLogger method) (orka.memory.kafka_logger.KafkaMemoryLogger method) (orka.memory.KafkaMemoryLogger method) (orka.memory.redis_logger.RedisMemoryLogger method) (orka.memory.RedisMemoryLogger method) (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method) HealthScreen (class in orka.tui) (class in orka.tui.textual_screens) HealthWidget (class in orka.tui) (class in orka.tui.textual_widgets) hget() (orka.memory.base_logger.BaseMemoryLogger method) (orka.memory.BaseMemoryLogger method) (orka.memory.kafka_logger.KafkaMemoryLogger method) (orka.memory.KafkaMemoryLogger method) (orka.memory.redis_logger.RedisMemoryLogger method) (orka.memory.RedisMemoryLogger method) (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method) highlight_style (orka.tui.textual_screens.DashboardScreen attribute) (orka.tui.textual_screens.HealthScreen attribute) (orka.tui.textual_screens.LongMemoryScreen attribute) (orka.tui.textual_screens.MemoryLogsScreen attribute) (orka.tui.textual_screens.ShortMemoryScreen attribute) (orka.tui.textual_widgets.HealthWidget attribute) (orka.tui.textual_widgets.LogsWidget attribute) (orka.tui.textual_widgets.MemoryTableWidget attribute) (orka.tui.textual_widgets.StatsWidget attribute)

hkeys() (orka.memory.base_logger.BaseMemoryLogger method) (orka.memory.BaseMemoryLogger method) (orka.memory.kafka_logger.KafkaMemoryLogger method) (orka.memory.KafkaMemoryLogger method) (orka.memory.redis_logger.RedisMemoryLogger method) (orka.memory.RedisMemoryLogger method) (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method) hset() (orka.memory.base_logger.BaseMemoryLogger method) (orka.memory.BaseMemoryLogger method) (orka.memory.kafka_logger.KafkaMemoryLogger method) (orka.memory.KafkaMemoryLogger method) (orka.memory.redis_logger.RedisMemoryLogger method) (orka.memory.RedisMemoryLogger method) (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method)

I

id (orka.nodes.failing_node.FailingNode property) importance (orka.contracts.MemoryEntry attribute), [1] init_memory_logger() (orka.tui.data_manager.DataManager method) init_registry() (in module orka.registry) initialize() (orka.agents.base_agent.BaseAgent method) (orka.nodes.base_node.BaseNode method) (orka.nodes.rag_node.RAGNode method) (orka.registry.ResourceRegistry method) initialize_schema_registry() (in module orka.orka_start) (in module orka.startup) (in module orka.startup.infrastructure) (in module orka.startup.infrastructure.kafka)

input (orka.contracts.Context attribute), [1] (orka.contracts.Trace attribute), [1] is_backend_running() (in module orka.startup) (in module orka.startup.backend) is_group_done() (orka.fork_group_manager.ForkGroupManager method) (orka.fork_group_manager.SimpleForkGroupManager method) is_short_term_memory() (orka.tui.data_manager.DataManager method) is_summary (orka.contracts.MemoryEntry attribute), [1]

J

JoinNode (class in orka.nodes.join_node)

JSON (orka.memory.schema_manager.SchemaFormat attribute)

K

KafkaMemoryLogger (class in orka.memory) (class in orka.memory.kafka_logger)

L

LayoutManager (class in orka.tui.layouts) LegacyBaseAgent (class in orka.agents.base_agent) list_pending_agents() (orka.fork_group_manager.ForkGroupManager method) (orka.fork_group_manager.SimpleForkGroupManager method) llm (orka.contracts.Registry attribute), [1] load_from_file() (orka.memory.file_operations.FileOperationsMixin static method) (orka.memory.FileOperationsMixin static method) loader (orka.orchestrator.base.OrchestratorBase attribute) (orka.orchestrator.OrchestratorBase attribute) LocalCostCalculator (class in orka.agents.local_cost_calculator) LocalLLMAgent (class in orka.agents.local_llm_agents) log() (orka.memory.base_logger.BaseMemoryLogger method) (orka.memory.BaseMemoryLogger method) (orka.memory.kafka_logger.KafkaMemoryLogger method) (orka.memory.KafkaMemoryLogger method) (orka.memory.redis_logger.RedisMemoryLogger method) (orka.memory.RedisMemoryLogger method) (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method)

log_memory() (orka.memory.kafka_logger.KafkaMemoryLogger method) (orka.memory.KafkaMemoryLogger method) (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method) LogsWidget (class in orka.tui) (class in orka.tui.textual_widgets) LongMemoryScreen (class in orka.tui) (class in orka.tui.textual_screens)

M

main() (in module orka.orka_cli) (in module orka.orka_start) (in module orka.startup) (in module orka.startup.orchestrator) mark_agent_done() (orka.fork_group_manager.ForkGroupManager method) (orka.fork_group_manager.SimpleForkGroupManager method) memory (orka.contracts.Registry attribute), [1] (orka.orchestrator.base.OrchestratorBase attribute) (orka.orchestrator.OrchestratorBase attribute) memory_cleanup() (in module orka.cli) (in module orka.cli.memory) (in module orka.cli.memory.commands) memory_configure() (in module orka.cli) (in module orka.cli.memory) (in module orka.cli.memory.commands) memory_data (orka.tui.components.ComponentBuilder property) memory_logger (orka.tui.components.ComponentBuilder property) memory_stats() (in module orka.cli) (in module orka.cli.memory) (in module orka.cli.memory.commands) memory_watch() (in module orka.cli) (in module orka.cli.memory) (in module orka.cli.memory.watch) MemoryCompressor (class in orka.memory.compressor) MemoryEntry (class in orka.contracts) MemoryLogsScreen (class in orka.tui) (class in orka.tui.textual_screens) MemoryReaderNode (class in orka.nodes.memory_reader_node) MemoryStats (class in orka.tui.data_manager) MemoryTableWidget (class in orka.tui) (class in orka.tui.textual_widgets) MemoryTableWidget.MemorySelected (class in orka.tui) (class in orka.tui.textual_widgets) MemoryWriterNode (class in orka.nodes.memory_writer_node) message (orka.cli.EventPayload attribute) (orka.cli.types.EventPayload attribute) message_signal (orka.tui.textual_app.OrKaTextualApp attribute) (orka.tui.textual_screens.DashboardScreen attribute) (orka.tui.textual_screens.HealthScreen attribute) (orka.tui.textual_screens.LongMemoryScreen attribute) (orka.tui.textual_screens.MemoryLogsScreen attribute) (orka.tui.textual_screens.ShortMemoryScreen attribute) (orka.tui.textual_widgets.HealthWidget attribute) (orka.tui.textual_widgets.LogsWidget attribute) (orka.tui.textual_widgets.MemoryTableWidget attribute) (orka.tui.textual_widgets.StatsWidget attribute) metadata (orka.contracts.Context attribute), [1] (orka.contracts.MemoryEntry attribute), [1] (orka.contracts.Output attribute), [1] (orka.contracts.Trace attribute), [1] MetricsCollector (class in orka.orchestrator) (class in orka.orchestrator.metrics) migrate_from_json() (in module orka.memory.schema_manager) ModernTUIInterface (class in orka.tui) (class in orka.tui.interface) (class in orka.tui_interface) module orka orka.agents orka.agents.agents orka.agents.base_agent orka.agents.llm_agents orka.agents.local_cost_calculator orka.agents.local_llm_agents orka.agents.validation_and_structuring_agent orka.cli orka.cli.core orka.cli.memory orka.cli.memory.commands orka.cli.memory.watch orka.cli.orchestrator orka.cli.orchestrator.commands orka.cli.parser orka.cli.types orka.cli.utils orka.contracts orka.fork_group_manager orka.loader orka.memory orka.memory.base_logger orka.memory.compressor orka.memory.file_operations orka.memory.kafka_logger orka.memory.redis_logger orka.memory.redisstack_logger orka.memory.schema_manager orka.memory.serialization orka.memory_logger orka.nodes orka.nodes.base_node orka.nodes.failing_node orka.nodes.failover_node orka.nodes.fork_node orka.nodes.join_node orka.nodes.memory_reader_node orka.nodes.memory_writer_node orka.nodes.rag_node orka.nodes.router_node orka.orchestrator orka.orchestrator.agent_factory orka.orchestrator.base orka.orchestrator.error_handling orka.orchestrator.execution_engine orka.orchestrator.metrics orka.orchestrator.prompt_rendering orka.orchestrator_error_wrapper orka.orka_cli orka.orka_start orka.registry orka.server orka.start_kafka orka.start_redis_only orka.startup orka.startup.backend orka.startup.cleanup orka.startup.config orka.startup.infrastructure orka.startup.infrastructure.health orka.startup.infrastructure.kafka orka.startup.infrastructure.redis orka.startup.orchestrator orka.tools orka.tools.base_tool orka.tools.search_tools orka.tui orka.tui.components orka.tui.data_manager orka.tui.fallback orka.tui.interface orka.tui.layouts orka.tui.textual_app orka.tui.textual_screens orka.tui.textual_widgets orka.tui_interface

monitor_backend_process() (in module orka.startup) (in module orka.startup.infrastructure) (in module orka.startup.infrastructure.health) mouse_captured (orka.tui.textual_app.OrKaTextualApp attribute) mouse_over (orka.tui.textual_app.OrKaTextualApp attribute)

N

next_in_sequence() (orka.fork_group_manager.ForkGroupManager method) (orka.fork_group_manager.SimpleForkGroupManager method) no_dispatch (orka.tui.MemoryTableWidget.MemorySelected attribute) (orka.tui.textual_widgets.MemoryTableWidget.MemorySelected attribute)

normalize_bool() (orka.orchestrator.prompt_rendering.PromptRenderer static method) (orka.orchestrator.PromptRenderer static method) NULL_FAIL (orka.agents.local_cost_calculator.CostPolicy attribute)

O

on_data_table_cell_selected() (orka.tui.MemoryTableWidget method) (orka.tui.textual_widgets.MemoryTableWidget method) on_data_table_row_selected() (orka.tui.MemoryTableWidget method) (orka.tui.textual_widgets.MemoryTableWidget method) on_memory_table_widget_memory_selected() (orka.tui.LongMemoryScreen method) (orka.tui.MemoryLogsScreen method) (orka.tui.ShortMemoryScreen method) (orka.tui.textual_screens.LongMemoryScreen method) (orka.tui.textual_screens.MemoryLogsScreen method) (orka.tui.textual_screens.ShortMemoryScreen method) on_mount() (orka.tui.OrKaTextualApp method) (orka.tui.textual_app.OrKaTextualApp method) (orka.tui.textual_screens.BaseOrKaScreen method) on_screen_resume() (orka.tui.OrKaTextualApp method) (orka.tui.textual_app.OrKaTextualApp method) OpenAIAnswerBuilder (class in orka.agents.llm_agents) OpenAIBinaryAgent (class in orka.agents.llm_agents) OpenAIClassificationAgent (class in orka.agents.llm_agents) Orchestrator (class in orka.orchestrator) orchestrator_cfg (orka.orchestrator.base.OrchestratorBase attribute) (orka.orchestrator.OrchestratorBase attribute) OrchestratorBase (class in orka.orchestrator) (class in orka.orchestrator.base) orka module orka.agents module orka.agents.agents module orka.agents.base_agent module orka.agents.llm_agents module orka.agents.local_cost_calculator module orka.agents.local_llm_agents module orka.agents.validation_and_structuring_agent module orka.cli module orka.cli.core module orka.cli.memory module orka.cli.memory.commands module orka.cli.memory.watch module orka.cli.orchestrator module orka.cli.orchestrator.commands module orka.cli.parser module orka.cli.types module orka.cli.utils module orka.contracts module orka.fork_group_manager module orka.loader module orka.memory module orka.memory.base_logger module orka.memory.compressor module orka.memory.file_operations module orka.memory.kafka_logger module orka.memory.redis_logger module orka.memory.redisstack_logger module orka.memory.schema_manager module orka.memory.serialization module orka.memory_logger module orka.nodes module orka.nodes.base_node module orka.nodes.failing_node module

orka.nodes.failover_node module orka.nodes.fork_node module orka.nodes.join_node module orka.nodes.memory_reader_node module orka.nodes.memory_writer_node module orka.nodes.rag_node module orka.nodes.router_node module orka.orchestrator module orka.orchestrator.agent_factory module orka.orchestrator.base module orka.orchestrator.error_handling module orka.orchestrator.execution_engine module orka.orchestrator.metrics module orka.orchestrator.prompt_rendering module orka.orchestrator_error_wrapper module orka.orka_cli module orka.orka_start module orka.registry module orka.server module orka.start_kafka module orka.start_redis_only module orka.startup module orka.startup.backend module orka.startup.cleanup module orka.startup.config module orka.startup.infrastructure module orka.startup.infrastructure.health module orka.startup.infrastructure.kafka module orka.startup.infrastructure.redis module orka.startup.orchestrator module orka.tools module orka.tools.base_tool module orka.tools.search_tools module orka.tui module orka.tui.components module orka.tui.data_manager module orka.tui.fallback module orka.tui.interface module orka.tui.layouts module orka.tui.textual_app module orka.tui.textual_screens module orka.tui.textual_widgets module orka.tui_interface module OrkaErrorHandler (class in orka.orchestrator_error_wrapper) OrKaTextualApp (class in orka.tui) (class in orka.tui.textual_app) Output (class in orka.contracts) output (orka.contracts.Trace attribute), [1]

P

parse_llm_json_response() (in module orka.agents.llm_agents) payload (orka.cli.Event attribute) (orka.cli.types.Event attribute) performance_history (orka.tui.components.ComponentBuilder property)

previous_outputs (orka.contracts.Context attribute), [1] PromptRenderer (class in orka.orchestrator) (class in orka.orchestrator.prompt_rendering) PROTOBUF (orka.memory.schema_manager.SchemaFormat attribute)

Q

queue (orka.orchestrator.base.OrchestratorBase attribute) (orka.orchestrator.OrchestratorBase attribute)

R

RAGNode (class in orka.nodes.rag_node) record_error() (orka.orchestrator_error_wrapper.OrkaErrorHandler method) record_silent_degradation() (orka.orchestrator_error_wrapper.OrkaErrorHandler method) redis (orka.memory.kafka_logger.KafkaMemoryLogger property) (orka.memory.KafkaMemoryLogger property) (orka.memory.redis_logger.RedisMemoryLogger property) (orka.memory.RedisMemoryLogger property) (orka.memory.redisstack_logger.RedisStackMemoryLogger property) (orka.memory.RedisStackMemoryLogger property) RedisMemoryLogger (class in orka.memory) (class in orka.memory.redis_logger) RedisStackMemoryLogger (class in orka.memory) (class in orka.memory.redisstack_logger) refresh_current_screen() (orka.tui.OrKaTextualApp method) (orka.tui.textual_app.OrKaTextualApp method) refresh_data() (orka.tui.DashboardScreen method) (orka.tui.HealthScreen method) (orka.tui.LongMemoryScreen method) (orka.tui.MemoryLogsScreen method) (orka.tui.ShortMemoryScreen method) (orka.tui.textual_screens.BaseOrKaScreen method) (orka.tui.textual_screens.DashboardScreen method) (orka.tui.textual_screens.HealthScreen method) (orka.tui.textual_screens.LongMemoryScreen method) (orka.tui.textual_screens.MemoryLogsScreen method) (orka.tui.textual_screens.ShortMemoryScreen method) register_schema() (orka.memory.schema_manager.SchemaManager method) Registry (class in orka.contracts) registry_url (orka.memory.schema_manager.SchemaConfig attribute) remove_group() (orka.fork_group_manager.SimpleForkGroupManager method) render_prompt() (orka.orchestrator.prompt_rendering.PromptRenderer method) (orka.orchestrator.PromptRenderer method) ResourceConfig (class in orka.contracts) ResourceRegistry (class in orka.registry) result (orka.contracts.Output attribute), [1] RouterNode (class in orka.nodes.router_node) rows (orka.tui.textual_widgets.LogsWidget attribute) (orka.tui.textual_widgets.MemoryTableWidget attribute) run() (orka.agents.agents.BinaryAgent method) (orka.agents.agents.ClassificationAgent method) (orka.agents.base_agent.BaseAgent method) (orka.agents.base_agent.LegacyBaseAgent method) (orka.agents.llm_agents.OpenAIAnswerBuilder method) (orka.agents.llm_agents.OpenAIBinaryAgent method) (orka.agents.llm_agents.OpenAIClassificationAgent method) (orka.agents.local_llm_agents.LocalLLMAgent method) (orka.agents.validation_and_structuring_agent.ValidationAndStructuringAgent method) (orka.nodes.base_node.BaseNode method) (orka.nodes.failing_node.FailingNode method) (orka.nodes.failover_node.FailoverNode method) (orka.nodes.fork_node.ForkNode method) (orka.nodes.join_node.JoinNode method) (orka.nodes.memory_reader_node.MemoryReaderNode method) (orka.nodes.memory_writer_node.MemoryWriterNode method) (orka.nodes.rag_node.RAGNode method) (orka.nodes.router_node.RouterNode method) (orka.orchestrator.execution_engine.ExecutionEngine method) (orka.orchestrator.ExecutionEngine method) (orka.tools.base_tool.BaseTool method) (orka.tools.search_tools.DuckDuckGoTool method) (orka.tui.interface.ModernTUIInterface method) (orka.tui.ModernTUIInterface method) (orka.tui_interface.ModernTUIInterface method)

run_basic_fallback() (orka.tui.fallback.FallbackInterface method) run_cli_entrypoint() (in module orka.cli) (in module orka.cli.core) run_execution() (in module orka.server) run_id (orka.cli.Event attribute) (orka.cli.types.Event attribute) (orka.orchestrator.base.OrchestratorBase attribute) (orka.orchestrator.OrchestratorBase attribute) run_orchestrator() (in module orka.cli) (in module orka.cli.orchestrator) (in module orka.cli.orchestrator.commands) run_orchestrator_with_error_handling() (in module orka.orchestrator_error_wrapper) run_parallel_agents() (orka.orchestrator.execution_engine.ExecutionEngine method) (orka.orchestrator.ExecutionEngine method) run_startup() (in module orka.orka_start) (in module orka.startup) (in module orka.startup.orchestrator) run_with_error_handling() (orka.orchestrator_error_wrapper.OrkaErrorHandler method) running (orka.tui.components.ComponentBuilder property)

S

sadd() (orka.memory.base_logger.BaseMemoryLogger method) (orka.memory.BaseMemoryLogger method) (orka.memory.kafka_logger.KafkaMemoryLogger method) (orka.memory.KafkaMemoryLogger method) (orka.memory.redis_logger.RedisMemoryLogger method) (orka.memory.RedisMemoryLogger method) (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method) sanitize_for_json() (in module orka.server) save_comprehensive_error_report() (orka.orchestrator_error_wrapper.OrkaErrorHandler method) save_to_file() (orka.memory.file_operations.FileOperationsMixin method) (orka.memory.FileOperationsMixin method) SchemaConfig (class in orka.memory.schema_manager) SchemaFormat (class in orka.memory.schema_manager) SchemaManager (class in orka.memory.schema_manager) schemas_dir (orka.memory.schema_manager.SchemaConfig attribute) screen_layout_refresh_signal (orka.tui.textual_screens.DashboardScreen attribute) (orka.tui.textual_screens.HealthScreen attribute) (orka.tui.textual_screens.LongMemoryScreen attribute) (orka.tui.textual_screens.MemoryLogsScreen attribute) (orka.tui.textual_screens.ShortMemoryScreen attribute) scroll_sensitivity_x (orka.tui.textual_app.OrKaTextualApp attribute) scroll_sensitivity_y (orka.tui.textual_app.OrKaTextualApp attribute) search_memories() (orka.memory.kafka_logger.KafkaMemoryLogger method) (orka.memory.KafkaMemoryLogger method) (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method) selected_memory_key (orka.tui.textual_widgets.MemoryTableWidget attribute) SerializationMixin (class in orka.memory) (class in orka.memory.serialization) set() (orka.memory.base_logger.BaseMemoryLogger method) (orka.memory.BaseMemoryLogger method) (orka.memory.kafka_logger.KafkaMemoryLogger method) (orka.memory.KafkaMemoryLogger method) (orka.memory.redis_logger.RedisMemoryLogger method) (orka.memory.RedisMemoryLogger method) (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method) setup_logging() (in module orka.cli) (in module orka.cli.utils) setup_subcommands() (in module orka.cli) (in module orka.cli.parser) ShortMemoryScreen (class in orka.tui) (class in orka.tui.textual_screens) should_compress() (orka.memory.compressor.MemoryCompressor method) SimpleForkGroupManager (class in orka.fork_group_manager) smembers() (orka.memory.base_logger.BaseMemoryLogger method) (orka.memory.BaseMemoryLogger method) (orka.memory.kafka_logger.KafkaMemoryLogger method) (orka.memory.KafkaMemoryLogger method) (orka.memory.redis_logger.RedisMemoryLogger method) (orka.memory.RedisMemoryLogger method) (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method)

srem() (orka.memory.base_logger.BaseMemoryLogger method) (orka.memory.BaseMemoryLogger method) (orka.memory.kafka_logger.KafkaMemoryLogger method) (orka.memory.KafkaMemoryLogger method) (orka.memory.redis_logger.RedisMemoryLogger method) (orka.memory.RedisMemoryLogger method) (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method) start_backend() (in module orka.startup) (in module orka.startup.backend) start_infrastructure() (in module orka.startup) (in module orka.startup.orchestrator) start_kafka_docker() (in module orka.startup) (in module orka.startup.infrastructure) (in module orka.startup.infrastructure.kafka) start_native_redis() (in module orka.startup) (in module orka.startup.infrastructure) (in module orka.startup.infrastructure.redis) start_redis_docker() (in module orka.startup) (in module orka.startup.infrastructure) (in module orka.startup.infrastructure.redis) stats (orka.tui.components.ComponentBuilder property) StatsWidget (class in orka.tui) (class in orka.tui.textual_widgets) status (orka.cli.EventPayload attribute) (orka.cli.types.EventPayload attribute) (orka.contracts.Output attribute), [1] step (orka.cli.Event attribute) (orka.cli.types.Event attribute) step_index (orka.orchestrator.base.OrchestratorBase attribute) (orka.orchestrator.OrchestratorBase attribute) stop_decay_scheduler() (orka.memory.base_logger.BaseMemoryLogger method) (orka.memory.BaseMemoryLogger method) styles (orka.tui.textual_app.OrKaTextualApp attribute) (orka.tui.textual_screens.DashboardScreen attribute) (orka.tui.textual_screens.HealthScreen attribute) (orka.tui.textual_screens.LongMemoryScreen attribute) (orka.tui.textual_screens.MemoryLogsScreen attribute) (orka.tui.textual_screens.ShortMemoryScreen attribute) (orka.tui.textual_widgets.HealthWidget attribute) (orka.tui.textual_widgets.LogsWidget attribute) (orka.tui.textual_widgets.MemoryTableWidget attribute) (orka.tui.textual_widgets.StatsWidget attribute) SUB_TITLE (orka.tui.OrKaTextualApp attribute) (orka.tui.textual_app.OrKaTextualApp attribute) subject_name_strategy (orka.memory.schema_manager.SchemaConfig attribute) supports_smooth_scrolling (orka.tui.textual_app.OrKaTextualApp attribute)

T

tail() (orka.memory.base_logger.BaseMemoryLogger method) (orka.memory.BaseMemoryLogger method) (orka.memory.kafka_logger.KafkaMemoryLogger method) (orka.memory.KafkaMemoryLogger method) (orka.memory.redis_logger.RedisMemoryLogger method) (orka.memory.RedisMemoryLogger method) (orka.memory.redisstack_logger.RedisStackMemoryLogger method) (orka.memory.RedisStackMemoryLogger method) terminate_all_processes() (in module orka.startup) (in module orka.startup.cleanup) terminate_backend_process() (in module orka.startup) (in module orka.startup.backend) terminate_redis_process() (in module orka.startup) (in module orka.startup.infrastructure) (in module orka.startup.infrastructure.redis) text_selection_started_signal (orka.tui.textual_screens.DashboardScreen attribute) (orka.tui.textual_screens.HealthScreen attribute) (orka.tui.textual_screens.LongMemoryScreen attribute) (orka.tui.textual_screens.MemoryLogsScreen attribute) (orka.tui.textual_screens.ShortMemoryScreen attribute)

theme_changed_signal (orka.tui.textual_app.OrKaTextualApp attribute) theme_variables (orka.tui.textual_app.OrKaTextualApp attribute) time (orka.tui.MemoryTableWidget.MemorySelected attribute) (orka.tui.textual_widgets.MemoryTableWidget.MemorySelected attribute) timestamp (orka.cli.Event attribute) (orka.cli.types.Event attribute) (orka.contracts.Context attribute), [1] (orka.contracts.MemoryEntry attribute), [1] (orka.contracts.Trace attribute), [1] TITLE (orka.tui.OrKaTextualApp attribute) (orka.tui.textual_app.OrKaTextualApp attribute) tools (orka.contracts.Registry attribute), [1] Trace (class in orka.contracts) trace_id (orka.contracts.Context attribute), [1] (orka.contracts.Trace attribute), [1] track_branch_sequence() (orka.fork_group_manager.ForkGroupManager method) (orka.fork_group_manager.SimpleForkGroupManager method) type (orka.contracts.ResourceConfig attribute), [1]

U

update() (orka.tui.data_manager.MemoryStats method) update_data() (orka.tui.data_manager.DataManager method) (orka.tui.LogsWidget method) (orka.tui.MemoryTableWidget method) (orka.tui.textual_widgets.LogsWidget method) (orka.tui.textual_widgets.MemoryTableWidget method)

update_health() (orka.tui.HealthWidget method) (orka.tui.textual_widgets.HealthWidget method) update_stats() (orka.tui.StatsWidget method) (orka.tui.textual_widgets.StatsWidget method) use_command_palette (orka.tui.textual_app.OrKaTextualApp attribute)

V

v (orka.contracts.Trace attribute), [1] validate() (orka.loader.YAMLLoader method)

ValidationAndStructuringAgent (class in orka.agents.validation_and_structuring_agent) verbose (orka.tui.MemoryTableWidget.MemorySelected attribute) (orka.tui.textual_widgets.MemoryTableWidget.MemorySelected attribute)

W

wait_for_kafka_services() (in module orka.startup) (in module orka.startup.infrastructure) (in module orka.startup.infrastructure.kafka) wait_for_redis() (in module orka.orka_start) (in module orka.startup) (in module orka.startup.infrastructure) (in module orka.startup.infrastructure.redis)

wait_for_services() (in module orka.startup) (in module orka.startup.infrastructure) (in module orka.startup.infrastructure.health)

Y

YAMLLoader (class in orka.loader)

Z

ZERO_LEGACY (orka.agents.local_cost_calculator.CostPolicy attribute)