Index

_

__bool__() (deployment.loader.InvalidParam method) (loader.InvalidParam method) __deepcopy__() (deployment.loader.Params method) (loader.Params method) __getattr__() (deployment.loader.InvalidParam method) (framework.context.ContextManager method) (framework.context.ContextNamespace method) (loader.InvalidParam method) __getitem__() (deployment.loader.InvalidParam method) (loader.InvalidParam method) __init__() (configs.config.ConfigBuilder method) (configs.logger.ComponentLogger method), [1], [2] (configs.streaming.StreamWriter method), [1], [2] (deployment.loader.AbstractParam method) (deployment.loader.InvalidParam method) (deployment.loader.Params method) (framework.approval.ApprovalManager method), [1] (framework.approval.GlobalApprovalConfig method), [1] (framework.approval.MemoryApprovalConfig method), [1] (framework.approval.MemoryApprovalEvaluator method), [1] (framework.approval.PythonExecutionApprovalConfig method), [1] (framework.approval.PythonExecutionApprovalEvaluator method), [1] (framework.base.BaseCapability method) (framework.base.BaseExample method) (framework.base.ClassifierExample method) (framework.base.errors.ErrorClassification method) (framework.base.errors.ExecutionError method) (framework.base.ExecutionError method) (framework.base.ExecutionRecord method) (framework.base.ExecutionResult method) (framework.base.OrchestratorExample method) (framework.context.ContextManager method) (framework.context.ContextNamespace method) (framework.data_management.DataRetrievalResult method), [1] (framework.data_management.DataSourceContext method), [1] (framework.data_management.DataSourceManager method), [1] (framework.data_management.DataSourceRequest method), [1] (framework.data_management.DataSourceRequester method), [1] (framework.infrastructure.clarify_node.ClarifyCapability method) (framework.infrastructure.error_node.ErrorContext method) (framework.infrastructure.gateway.Gateway method) (framework.infrastructure.gateway.GatewayResult method) (framework.infrastructure.respond_node.RespondCapability method) (framework.infrastructure.respond_node.ResponseContext method) (framework.prompts.defaults.DefaultPromptProvider method) (framework.prompts.loader.FrameworkPromptLoader method) (framework.registry.CapabilityRegistration method) (framework.registry.ContextClassRegistration method) (framework.registry.DataSourceRegistration method) (framework.registry.ExecutionPolicyAnalyzerRegistration method) (framework.registry.FrameworkPromptProviderRegistration method) (framework.registry.NodeRegistration method) (framework.registry.RegistryConfig method) (framework.registry.RegistryManager method) (framework.registry.ServiceRegistration method) (framework.services.memory_storage.MemoryStorageManager method), [1] (framework.services.memory_storage.UserMemoryProvider method), [1] (framework.services.python_executor.CodeGenerationError method) (framework.services.python_executor.CodeRuntimeError method) (framework.services.python_executor.ContainerConnectivityError method) (framework.services.python_executor.ContainerEndpointConfig method) (framework.services.python_executor.exceptions.CodeGenerationError method) (framework.services.python_executor.exceptions.CodeRuntimeError method) (framework.services.python_executor.exceptions.CodeSyntaxError method) (framework.services.python_executor.exceptions.ContainerConfigurationError method) (framework.services.python_executor.exceptions.ContainerConnectivityError method) (framework.services.python_executor.exceptions.ExecutionTimeoutError method) (framework.services.python_executor.exceptions.MaxAttemptsExceededError method) (framework.services.python_executor.exceptions.PythonExecutorException method) (framework.services.python_executor.exceptions.WorkflowError method) (framework.services.python_executor.ExecutionControlConfig method) (framework.services.python_executor.ExecutionModeConfig method) (framework.services.python_executor.ExecutionTimeoutError method) (framework.services.python_executor.NotebookAttempt method), [1] (framework.services.python_executor.NotebookType method) (framework.services.python_executor.PythonExecutionContext method), [1] (framework.services.python_executor.PythonExecutionSuccess method) (framework.services.python_executor.PythonExecutorException method) (framework.services.python_executor.PythonExecutorService method) (framework.services.python_executor.PythonServiceResult method) (loader.AbstractParam method) (loader.InvalidParam method) (loader.Params method)

__post_init__() (framework.infrastructure.error_node.ErrorContext method) __repr__() (deployment.loader.InvalidParam method) (framework.base.BaseCapability method) (framework.base.BaseInfrastructureNode method) (framework.infrastructure.clarify_node.ClarifyCapability method) (framework.infrastructure.classification_node.ClassificationNode method) (framework.infrastructure.error_node.ErrorNode method) (framework.infrastructure.orchestration_node.OrchestrationNode method) (framework.infrastructure.respond_node.RespondCapability method) (framework.infrastructure.router_node.RouterNode method) (framework.infrastructure.task_extraction_node.TaskExtractionNode method) (loader.InvalidParam method) __setattr__() (framework.context.ContextNamespace method) _create_classifier_guide() (framework.base.BaseCapability method) _create_orchestrator_guide() (framework.base.BaseCapability method) _get_config() (in module configs.config) _get_configurable() (in module configs.config)

A

AbstractParam (class in deployment.loader) (class in loader) actions_if_true (framework.base.TaskClassifierGuide attribute) add_memory_entry() (framework.services.memory_storage.MemoryStorageManager method), [1] add_notebook_attempt() (framework.services.python_executor.PythonExecutionContext method) agent_control (framework.state.AgentState attribute) agent_state (framework.infrastructure.gateway.GatewayResult attribute) AgentState (class in framework.state) ainvoke() (framework.services.python_executor.PythonExecutorService method) ALL_CODE (framework.approval.ApprovalMode attribute), [1] allows_writes (framework.services.python_executor.ExecutionModeConfig attribute) always_active (framework.registry.CapabilityRegistration attribute) AmbiguousTimeReferenceError (class in framework.capabilities.time_range_parsing) analysis_failed (framework.services.python_executor.PythonExecutionState attribute) analysis_result (framework.services.python_executor.PythonExecutionState attribute)

analysis_warnings (framework.services.python_executor.PythonServiceResult attribute) application_name (framework.registry.FrameworkPromptProviderRegistration attribute), [1] approval() (configs.logger.ComponentLogger method), [1] approval_approved (framework.state.AgentState attribute) approval_detected (framework.infrastructure.gateway.GatewayResult attribute) approval_interrupt_data (framework.services.python_executor.PythonExecutionState attribute) approval_result (framework.services.python_executor.PythonExecutionState attribute) ApprovalDecision (class in framework.approval), [1] ApprovalManager (class in framework.approval), [1] ApprovalMode (class in framework.approval), [1] approved (framework.services.python_executor.PythonExecutionState attribute) approved_code (framework.services.python_executor.PythonExecutionRequest attribute) approved_payload (framework.state.AgentState attribute) attempt_number (framework.services.python_executor.NotebookAttempt attribute) attempts_folder (framework.services.python_executor.PythonExecutionContext attribute)

B

base_url (framework.services.python_executor.ContainerEndpointConfig property) BaseCapability (class in framework.base)

BaseExample (class in framework.base) BaseInfrastructureNode (class in framework.base) build_task_extraction_prompt() (in module framework.infrastructure.task_extraction_node)

C

capabilities (framework.registry.RegistryConfig attribute), [1] capabilities_overview (framework.infrastructure.respond_node.ResponseContext attribute) capability (framework.base.PlannedStep attribute) capability_context_data (framework.services.python_executor.PythonExecutionRequest attribute) (framework.services.python_executor.PythonExecutionState attribute) (framework.state.AgentState attribute) capability_name (framework.base.errors.ExecutionError attribute) (framework.base.ExecutionError attribute) (framework.infrastructure.error_node.ErrorContext property) capability_names (framework.registry.RegistryManager property) capability_node() (in module framework.base) capability_prompts (framework.services.python_executor.PythonExecutionRequest attribute) CapabilityContext (class in framework.context) CapabilityMatch (class in framework.base) CapabilityRegistration (class in framework.registry) ClarifyCapability (class in framework.infrastructure.clarify_node) class_name (framework.registry.CapabilityRegistration attribute), [1] (framework.registry.ContextClassRegistration attribute), [1] (framework.registry.DataSourceRegistration attribute) (framework.registry.ExecutionPolicyAnalyzerRegistration attribute) (framework.registry.ServiceRegistration attribute) ClassificationNode (class in framework.infrastructure.classification_node) classifier_guide (framework.base.BaseCapability property), [1] (framework.infrastructure.clarify_node.ClarifyCapability property) (framework.infrastructure.respond_node.RespondCapability property) ClassifierActions (class in framework.base) ClassifierExample (class in framework.base) classify_error() (framework.base.BaseCapability static method), [1] (framework.base.BaseInfrastructureNode static method) (framework.base.capability.BaseCapability static method) (framework.base.nodes.BaseInfrastructureNode static method) (framework.infrastructure.clarify_node.ClarifyCapability static method) (framework.infrastructure.classification_node.ClassificationNode static method), [1] (framework.infrastructure.error_node.ErrorNode static method), [1] (framework.infrastructure.orchestration_node.OrchestrationNode static method) (framework.infrastructure.respond_node.RespondCapability static method) (framework.infrastructure.router_node.RouterNode static method) (framework.infrastructure.task_extraction_node.TaskExtractionNode static method) clean_deployment() (in module container_manager) (in module deployment.container_manager) clear() (framework.registry.RegistryManager method) clear_approval_state() (in module framework.approval.approval_system) CODE_GENERATION_ATTEMPT (framework.services.python_executor.NotebookType attribute) CODE_RELATED (framework.services.python_executor.ErrorCategory attribute) (framework.services.python_executor.exceptions.ErrorCategory attribute) CodeGenerationError (class in framework.services.python_executor.exceptions) CodeRuntimeError (class in framework.services.python_executor.exceptions) CodeSyntaxError (class in framework.services.python_executor.exceptions) component_name (framework.data_management.DataSourceRequester attribute), [1] component_type (framework.data_management.DataSourceRequester attribute), [1] ComponentLogger (class in configs.logger), [1] COMPOSE_FILE_NAME (in module deployment.container_manager) ConfigBuilder (class in configs.config) CONFIGURATION (framework.services.python_executor.ErrorCategory attribute) (framework.services.python_executor.exceptions.ErrorCategory attribute) ConfigurationError (class in framework.base.errors) container_manager module

ContainerConfigurationError (class in framework.services.python_executor.exceptions) ContainerConnectivityError (class in framework.services.python_executor.exceptions) ContainerEndpointConfig (class in framework.services.python_executor) content (framework.services.memory_storage.MemoryContent attribute), [1] ContentExtractionError (class in framework.capabilities.memory) CONTEXT_CATEGORY (framework.context.CapabilityContext attribute), [1] context_classes (framework.registry.RegistryConfig attribute), [1] context_data (framework.data_management.DataRetrievalResult attribute), [1] context_file_path (framework.services.python_executor.PythonExecutionContext attribute) context_key (framework.base.PlannedStep attribute) context_requirements (framework.base.OrchestratorExample attribute) CONTEXT_TYPE (framework.context.CapabilityContext attribute), [1] context_type (framework.context.CapabilityContext property), [1] (framework.data_management.DataSourceContext attribute), [1] (framework.data_management.DataSourceProvider property), [1] (framework.registry.ContextClassRegistration attribute), [1] (framework.services.memory_storage.UserMemoryProvider property), [1] context_types (framework.registry.RegistryManager property) ContextClassRegistration (class in framework.registry) ContextManager (class in framework.context) ContextNamespace (class in framework.context) control_current_step_retry_count (framework.state.AgentState attribute) control_error_info (framework.state.AgentState attribute) control_has_error (framework.state.AgentState attribute), [1] control_is_awaiting_validation (framework.state.AgentState attribute) control_is_killed (framework.state.AgentState attribute) control_kill_reason (framework.state.AgentState attribute) control_last_error (framework.state.AgentState attribute) control_max_retries (framework.state.AgentState attribute) control_needs_reclassification (framework.state.AgentState attribute) control_plans_created_count (framework.state.AgentState attribute) control_reclassification_count (framework.state.AgentState attribute) control_reclassification_reason (framework.state.AgentState attribute) control_retry_count (framework.state.AgentState attribute) control_validation_context (framework.state.AgentState attribute) control_validation_timestamp (framework.state.AgentState attribute) copy() (deployment.loader.AbstractParam method) (loader.AbstractParam method) core_nodes (framework.registry.RegistryConfig attribute), [1] create_approval_type() (in module framework.approval), [1] (in module framework.approval.approval_system) create_code_approval_interrupt() (in module framework.approval), [1] create_data_source_request() (in module framework.data_management), [1] create_fresh_state() (framework.state.StateManager static method), [1] create_memory_approval_interrupt() (in module framework.approval), [1] create_plan_approval_interrupt() (in module framework.approval), [1] (in module framework.approval.approval_system) create_progress_event() (in module framework.state) create_response_update() (framework.state.StateManager static method) create_status_update() (in module framework.state) created_at (framework.services.python_executor.NotebookAttempt attribute) CRITICAL (framework.base.errors.ErrorSeverity attribute) (framework.base.ErrorSeverity attribute) critical() (configs.logger.ComponentLogger method), [1] current_date (framework.infrastructure.respond_node.ResponseContext attribute) current_stage (framework.services.python_executor.PythonExecutionState attribute) current_task (framework.infrastructure.error_node.ErrorContext attribute) (framework.infrastructure.respond_node.ResponseContext attribute)

D

data (framework.base.ExecutionResult attribute) (framework.data_management.DataSourceContext attribute), [1] data_sources (framework.registry.RegistryConfig attribute), [1] DataRetrievalResult (class in framework.data_management), [1] DataSourceContext (class in framework.data_management), [1] DataSourceManager (class in framework.data_management), [1] DataSourceProvider (class in framework.data_management), [1] DataSourceRegistration (class in framework.registry) DataSourceRequest (class in framework.data_management), [1] DataSourceRequester (class in framework.data_management), [1] debug() (configs.logger.ComponentLogger method), [1] debug_print_prompt() (framework.prompts.FrameworkPromptBuilder method) DefaultPromptProvider (class in framework.prompts.defaults) deployment.container_manager module deployment.loader module description (framework.base.BaseCapability attribute), [1] (framework.base.BaseInfrastructureNode attribute) (framework.data_management.DataSourceProvider property), [1] (framework.infrastructure.clarify_node.ClarifyCapability attribute) (framework.infrastructure.classification_node.ClassificationNode attribute) (framework.infrastructure.error_node.ErrorNode attribute), [1] (framework.infrastructure.orchestration_node.OrchestrationNode attribute) (framework.infrastructure.respond_node.RespondCapability attribute) (framework.infrastructure.router_node.RouterNode attribute), [1] (framework.infrastructure.task_extraction_node.TaskExtractionNode attribute) (framework.registry.CapabilityRegistration attribute) (framework.registry.DataSourceRegistration attribute) (framework.registry.ExecutionPolicyAnalyzerRegistration attribute) (framework.registry.FrameworkPromptProviderRegistration attribute) (framework.registry.NodeRegistration attribute) (framework.registry.ServiceRegistration attribute) (framework.services.memory_storage.UserMemoryProvider property), [1] (framework.services.python_executor.ExecutionModeConfig attribute)

DISABLED (framework.approval.ApprovalMode attribute), [1] domain_analyzers (framework.registry.RegistryConfig attribute)

E

enabled (framework.approval.MemoryApprovalConfig attribute), [1] (framework.approval.PythonExecutionApprovalConfig attribute), [1] end_time (framework.base.ExecutionRecord attribute) (framework.base.ExecutionResult attribute) environment (framework.services.python_executor.ExecutionModeConfig attribute) epics_gateway (framework.services.python_executor.ExecutionModeConfig attribute) EPICS_WRITES (framework.approval.ApprovalMode attribute), [1] epics_writes_enabled (framework.services.python_executor.ExecutionControlConfig attribute) error (framework.base.ExecutionResult attribute) (framework.infrastructure.gateway.GatewayResult attribute) error() (configs.logger.ComponentLogger method), [1] (configs.streaming.StreamWriter method), [1] error_chain (framework.services.python_executor.PythonExecutionState attribute) error_classification (framework.infrastructure.error_node.ErrorContext attribute) error_context (framework.services.python_executor.NotebookAttempt attribute) error_message (framework.infrastructure.error_node.ErrorContext property) error_severity (framework.infrastructure.error_node.ErrorContext property) ErrorCategory (class in framework.services.python_executor) (class in framework.services.python_executor.exceptions) ErrorClassification (class in framework.base.errors) ErrorContext (class in framework.infrastructure.error_node) ErrorNode (class in framework.infrastructure.error_node), [1] ErrorSeverity (class in framework.base) (class in framework.base.errors) evaluate() (framework.approval.MemoryApprovalEvaluator method), [1] (framework.approval.PythonExecutionApprovalEvaluator method), [1] example_usage (framework.registry.CapabilityRegistration attribute) examples (framework.base.OrchestratorGuide attribute) (framework.base.TaskClassifierGuide attribute) exception() (configs.logger.ComponentLogger method), [1] execute() (framework.base.BaseCapability static method), [1] (framework.base.BaseInfrastructureNode static method) (framework.infrastructure.clarify_node.ClarifyCapability static method) (framework.infrastructure.classification_node.ClassificationNode static method), [1] (framework.infrastructure.error_node.ErrorNode static method), [1] (framework.infrastructure.orchestration_node.OrchestrationNode static method), [1] (framework.infrastructure.respond_node.RespondCapability static method) (framework.infrastructure.router_node.RouterNode static method), [1] (framework.infrastructure.task_extraction_node.TaskExtractionNode static method)

EXECUTION_ATTEMPT (framework.services.python_executor.NotebookType attribute) execution_folder (framework.services.python_executor.PythonExecutionState attribute) execution_folder_name (framework.services.python_executor.PythonExecutionRequest attribute) execution_history (framework.infrastructure.respond_node.ResponseContext attribute) execution_last_result (framework.state.AgentState attribute) execution_pending_approvals (framework.state.AgentState attribute) execution_policy_analyzers (framework.registry.RegistryConfig attribute) execution_result (framework.services.python_executor.PythonExecutionState attribute) (framework.services.python_executor.PythonServiceResult attribute) execution_start_time (framework.infrastructure.respond_node.ResponseContext attribute) (framework.state.AgentState attribute) execution_step_results (framework.state.AgentState attribute), [1] execution_time (framework.base.ExecutionResult attribute) (framework.infrastructure.error_node.ErrorContext attribute) (framework.services.python_executor.PythonExecutionSuccess attribute) execution_total_time (framework.state.AgentState attribute) ExecutionControlConfig (class in framework.services.python_executor) ExecutionError (class in framework.base) (class in framework.base.errors) ExecutionModeConfig (class in framework.services.python_executor) ExecutionPlan (class in framework.base) ExecutionPolicyAnalyzerRegistration (class in framework.registry) ExecutionRecord (class in framework.base) ExecutionResult (class in framework.base) ExecutionTimeoutError (class in framework.services.python_executor.exceptions) existing_execution_folder (framework.services.python_executor.PythonExecutionRequest attribute) expected_output (framework.base.PlannedStep attribute) expected_results (framework.services.python_executor.PythonExecutionRequest attribute) export_registry_to_json() (framework.registry.RegistryManager method), [1] extract_from_step() (framework.context.ContextManager method)

F

failed_operation (framework.infrastructure.error_node.ErrorContext attribute) failed_sources (framework.data_management.DataRetrievalResult attribute), [1] failed_steps (framework.infrastructure.error_node.ErrorContext attribute) failure_reason (framework.services.python_executor.PythonExecutionState attribute) FATAL (framework.base.errors.ErrorSeverity attribute) (framework.base.ErrorSeverity attribute) figure_paths (framework.services.python_executor.PythonExecutionSuccess attribute) FINAL_FAILURE (framework.services.python_executor.NotebookType attribute) FINAL_SUCCESS (framework.services.python_executor.NotebookType attribute) find_service_config() (in module container_manager) (in module deployment.container_manager) folder_path (framework.services.python_executor.PythonExecutionContext attribute) (framework.services.python_executor.PythonExecutionSuccess attribute) folder_url (framework.services.python_executor.PythonExecutionContext attribute) format_examples_for_prompt() (framework.base.ClassifierExample static method) (framework.base.OrchestratorExample static method) format_for_llm() (framework.base.errors.ErrorClassification method) (framework.services.memory_storage.MemoryContent method), [1]

format_for_prompt() (framework.base.BaseExample method) (framework.base.ClassifierExample method) (framework.base.OrchestratorExample method) (framework.data_management.DataSourceContext method), [1] (framework.data_management.DataSourceProvider method), [1] (framework.services.memory_storage.UserMemoryProvider method), [1] framework_exclusions (framework.registry.RegistryConfig attribute) framework_prompt_providers (framework.registry.RegistryConfig attribute) FrameworkError (class in framework.base.errors) FrameworkPromptBuilder (class in framework.prompts) FrameworkPromptLoader (class in framework.prompts.loader) FrameworkPromptProvider (class in framework.prompts.loader) FrameworkPromptProviderRegistration (class in framework.registry) from_dict() (framework.approval.GlobalApprovalConfig class method), [1] (framework.approval.MemoryApprovalConfig class method), [1] (framework.approval.PythonExecutionApprovalConfig class method), [1] function_name (framework.registry.NodeRegistration attribute), [1] functional_node (framework.registry.CapabilityRegistration attribute)

G

Gateway (class in framework.infrastructure.gateway) GatewayResult (class in framework.infrastructure.gateway) generated_code (framework.services.python_executor.PythonExecutionState attribute) (framework.services.python_executor.PythonServiceResult attribute) generation_attempt (framework.services.python_executor.PythonExecutionState attribute) (framework.services.python_executor.PythonServiceResult attribute) get() (configs.config.ConfigBuilder method) (deployment.loader.Params method) (loader.Params method) get_access_details() (framework.context.CapabilityContext method), [1] get_agent_control_defaults() (in module configs.config) get_agent_dir() (in module configs.config) get_all() (framework.context.ContextManager method), [1] get_all_capabilities() (framework.registry.RegistryManager method), [1] get_all_context_classes() (framework.registry.RegistryManager method), [1] get_all_context_types() (framework.registry.RegistryManager method) get_all_data_sources() (framework.registry.RegistryManager method), [1] get_all_memory_entries() (framework.services.memory_storage.MemoryStorageManager method), [1] get_all_nodes() (framework.registry.RegistryManager method), [1] get_all_of_type() (framework.context.ContextManager method), [1] get_all_services() (framework.registry.RegistryManager method), [1] get_always_active_capability_names() (framework.registry.RegistryManager method) get_application_service_config() (in module configs.config) get_approval_manager() (in module framework.approval), [1] get_approval_resume_data() (in module framework.approval), [1] get_available_data_sources() (framework.registry.RegistryManager method) get_capabilities_overview() (framework.registry.RegistryManager method) get_capability() (framework.registry.RegistryManager method), [1] get_chat_completion() (in module framework.models), [1] get_clarification_prompt_builder() (framework.prompts.defaults.DefaultPromptProvider method) (framework.prompts.loader.FrameworkPromptProvider method) get_classification_prompt_builder() (framework.prompts.defaults.DefaultPromptProvider method) (framework.prompts.loader.FrameworkPromptProvider method) get_classifier_guide() (framework.prompts.FrameworkPromptBuilder method) get_compiled_graph() (framework.services.python_executor.PythonExecutorService method) get_config_requirements() (framework.data_management.DataSourceProvider method), [1] (framework.services.memory_storage.UserMemoryProvider method), [1] get_config_summary() (framework.approval.ApprovalManager method), [1] get_config_value() (in module configs.config) get_container_endpoint_config_from_configurable() (in module framework.services.python_executor.models) get_context() (framework.context.ContextManager method), [1] get_context_access_description() (framework.context.ContextManager method), [1] get_context_class() (framework.registry.RegistryManager method), [1] get_context_class_by_name() (framework.registry.RegistryManager method) get_current_application() (in module configs.config) get_current_step() (framework.state.StateManager static method), [1] get_current_step_index() (framework.state.StateManager static method) get_current_task() (framework.state.StateManager static method) get_data_source() (framework.registry.RegistryManager method), [1] get_data_source_manager() (in module framework.data_management), [1] get_domain_analyzers() (framework.registry.RegistryManager method) get_error_analysis_prompt_builder() (framework.prompts.defaults.DefaultPromptProvider method) (framework.prompts.loader.FrameworkPromptProvider method) get_execution_control_config_from_configurable() (in module framework.services.python_executor.models) get_execution_limits() (in module configs.config) get_execution_mode() (framework.services.python_executor.ExecutionControlConfig method) get_execution_mode_config_from_configurable() (in module framework.services.python_executor.models) get_execution_plan() (framework.state.StateManager static method), [1] get_execution_policy_analyzers() (framework.registry.RegistryManager method) get_execution_steps_summary() (in module framework.state) get_framework_prompts() (in module framework.prompts) get_framework_service_config() (in module configs.config) get_full_configuration() (in module configs.config) get_human_summaries() (framework.context.ContextManager method), [1] get_human_summary() (framework.context.CapabilityContext method), [1] get_instructions() (framework.prompts.FrameworkPromptBuilder method)

get_langfuse_enabled() (in module configs.config) get_logger() (in module configs.logger), [1] get_logging_color() (in module configs.config) get_memories_from_state() (framework.services.memory_storage.MemoryStorageManager method), [1] get_memory_config() (framework.approval.ApprovalManager method), [1] get_memory_evaluator() (framework.approval.ApprovalManager method), [1] get_memory_extraction_prompt_builder() (framework.prompts.defaults.DefaultPromptProvider method) (framework.prompts.loader.FrameworkPromptProvider method) get_memory_storage_manager() (in module framework.services.memory_storage), [1] get_messages() (framework.state.StateManager static method) get_model() (in module framework.models), [1] get_model_config() (in module configs.config) get_next_attempt_number() (framework.services.python_executor.PythonExecutionContext method) get_node() (framework.registry.RegistryManager method), [1] get_orchestrator_guide() (framework.prompts.FrameworkPromptBuilder method) get_orchestrator_prompt_builder() (framework.prompts.defaults.DefaultPromptProvider method) (framework.prompts.loader.FrameworkPromptProvider method) get_path() (deployment.loader.AbstractParam method) (loader.AbstractParam method) get_pipeline_config() (in module configs.config) get_provider() (framework.data_management.DataSourceManager method), [1] (framework.prompts.loader.FrameworkPromptLoader method) get_provider_config() (in module configs.config) get_python_execution_config() (framework.approval.ApprovalManager method), [1] get_python_execution_evaluator() (framework.approval.ApprovalManager method), [1] get_python_prompt_builder() (framework.prompts.defaults.DefaultPromptProvider method) (framework.prompts.loader.FrameworkPromptProvider method) get_raw_data() (framework.context.ContextManager method), [1] get_registry() (in module framework.registry) get_registry_config() (framework.registry.RegistryConfigProvider method), [1] get_responding_providers() (framework.data_management.DataSourceManager method), [1] get_response_generation_prompt_builder() (framework.prompts.defaults.DefaultPromptProvider method) (framework.prompts.loader.FrameworkPromptProvider method) get_retry_policy() (framework.base.BaseCapability static method), [1] (framework.base.BaseInfrastructureNode static method) (framework.base.capability.BaseCapability static method) (framework.base.nodes.BaseInfrastructureNode static method) (framework.infrastructure.clarify_node.ClarifyCapability static method) (framework.infrastructure.classification_node.ClassificationNode static method), [1] (framework.infrastructure.error_node.ErrorNode static method) (framework.infrastructure.orchestration_node.OrchestrationNode static method) (framework.infrastructure.respond_node.RespondCapability static method) (framework.infrastructure.router_node.RouterNode static method) (framework.infrastructure.task_extraction_node.TaskExtractionNode static method) get_role_definition() (framework.prompts.FrameworkPromptBuilder method) get_service() (framework.registry.RegistryManager method), [1] get_session_info() (in module configs.config) get_stats() (framework.registry.RegistryManager method), [1] get_streamer() (in module configs.streaming), [1] get_summary() (framework.data_management.DataRetrievalResult method), [1] (framework.data_management.DataSourceContext method), [1] get_system_instructions() (framework.prompts.FrameworkPromptBuilder method) get_task_definition() (framework.prompts.FrameworkPromptBuilder method) get_task_extraction_prompt_builder() (framework.prompts.defaults.DefaultPromptProvider method) (framework.prompts.loader.FrameworkPromptProvider method) get_templates() (in module container_manager) (in module deployment.container_manager) get_time_range_parsing_prompt_builder() (framework.prompts.defaults.DefaultPromptProvider method) (framework.prompts.loader.FrameworkPromptProvider method) get_user_memory() (framework.services.memory_storage.MemoryStorageManager method), [1] get_user_message() (framework.services.python_executor.ContainerConnectivityError method) (framework.services.python_executor.exceptions.ContainerConnectivityError method) (framework.services.python_executor.exceptions.WorkflowError method) get_user_query() (framework.state.StateManager static method) global_mode (framework.approval.GlobalApprovalConfig attribute), [1] GlobalApprovalConfig (class in framework.approval), [1]

H

has_data (framework.data_management.DataRetrievalResult property), [1] health_check() (framework.data_management.DataSourceProvider method), [1] (framework.services.memory_storage.UserMemoryProvider method), [1]

health_check_required (framework.registry.DataSourceRegistration attribute), [1] host (framework.services.python_executor.ContainerEndpointConfig attribute)

I

info() (configs.logger.ComponentLogger method), [1] INFRASTRUCTURE (framework.services.python_executor.ErrorCategory attribute) (framework.services.python_executor.exceptions.ErrorCategory attribute) infrastructure_node() (in module framework.base) initialization_order (framework.registry.RegistryConfig attribute) initialize() (framework.registry.RegistryManager method), [1] initialize_registry() (in module framework.registry) inputs (framework.base.PlannedStep attribute) instructions (framework.base.OrchestratorGuide attribute) (framework.base.TaskClassifierGuide attribute) internal_nodes (framework.registry.ServiceRegistration attribute), [1] InvalidParam (class in deployment.loader) (class in loader) InvalidTimeFormatError (class in framework.capabilities.time_range_parsing) is_code_error() (framework.services.python_executor.exceptions.PythonExecutorException method) (framework.services.python_executor.PythonExecutorException method) is_failed (framework.services.python_executor.PythonExecutionState attribute) is_infrastructure_error() (framework.services.python_executor.exceptions.PythonExecutorException method) (framework.services.python_executor.PythonExecutorException method)

is_initialized (framework.services.python_executor.PythonExecutionContext property) is_interrupt_resume (framework.infrastructure.gateway.GatewayResult attribute) is_killed (framework.infrastructure.respond_node.ResponseContext attribute) is_match (framework.base.CapabilityMatch attribute) is_successful (framework.services.python_executor.PythonExecutionState attribute) is_valid() (deployment.loader.AbstractParam method) (deployment.loader.InvalidParam method) (deployment.loader.Params method) (loader.AbstractParam method) (loader.InvalidParam method) (loader.Params method) is_valid_context_type() (framework.registry.RegistryManager method) is_workflow_error() (framework.services.python_executor.exceptions.PythonExecutorException method) (framework.services.python_executor.PythonExecutorException method) isEnabledFor() (configs.logger.ComponentLogger method), [1] items() (deployment.loader.Params method) (loader.Params method)

K

kernel_name (framework.services.python_executor.ContainerEndpointConfig attribute) (framework.services.python_executor.ExecutionModeConfig attribute) key_info() (configs.logger.ComponentLogger method), [1]

keys() (deployment.loader.Params method) (loader.Params method) kill_reason (framework.infrastructure.respond_node.ResponseContext attribute)

L

langgraph_node() (framework.infrastructure.clarify_node.ClarifyCapability method) (framework.infrastructure.classification_node.ClassificationNode method) (framework.infrastructure.error_node.ErrorNode method), [1] (framework.infrastructure.orchestration_node.OrchestrationNode method) (framework.infrastructure.respond_node.RespondCapability method) (framework.infrastructure.router_node.RouterNode method), [1] (framework.infrastructure.task_extraction_node.TaskExtractionNode method)

level (configs.logger.ComponentLogger property), [1] LLMCallError (class in framework.capabilities.memory) load_context() (in module framework.context) load_params() (in module deployment.loader) (in module loader) loader module log() (configs.logger.ComponentLogger method), [1]

M

MaxAttemptsExceededError (class in framework.services.python_executor.exceptions) memory (framework.approval.GlobalApprovalConfig attribute), [1] MemoryApprovalConfig (class in framework.approval), [1] MemoryApprovalEvaluator (class in framework.approval), [1] MemoryCapabilityError (class in framework.capabilities.memory) MemoryContent (class in framework.services.memory_storage), [1] MemoryFileError (class in framework.capabilities.memory) MemoryRetrievalError (class in framework.capabilities.memory) MemoryStorageManager (class in framework.services.memory_storage), [1] merge_capability_context_data() (in module framework.state) message (framework.base.errors.ExecutionError attribute) (framework.base.ExecutionError attribute) metadata (framework.base.errors.ErrorClassification attribute) (framework.base.errors.ExecutionError attribute) (framework.base.ExecutionError attribute) (framework.data_management.DataSourceContext attribute), [1] (framework.data_management.DataSourceRequest attribute), [1] mode (framework.approval.PythonExecutionApprovalConfig attribute), [1] mode_name (framework.services.python_executor.ExecutionModeConfig attribute)

model_config (framework.base.CapabilityMatch attribute) (framework.base.ClassifierActions attribute) (framework.base.OrchestratorGuide attribute) (framework.base.TaskClassifierGuide attribute) (framework.context.CapabilityContext attribute) (framework.services.memory_storage.MemoryContent attribute), [1] (framework.services.python_executor.PythonExecutionRequest attribute) module container_manager deployment.container_manager deployment.loader loader module_path (framework.registry.CapabilityRegistration attribute), [1] (framework.registry.ContextClassRegistration attribute), [1] (framework.registry.DataSourceRegistration attribute) (framework.registry.ExecutionPolicyAnalyzerRegistration attribute) (framework.registry.FrameworkPromptProviderRegistration attribute) (framework.registry.NodeRegistration attribute), [1] (framework.registry.ServiceRegistration attribute)

N

name (configs.logger.ComponentLogger property), [1] (framework.base.BaseCapability attribute), [1] (framework.base.BaseInfrastructureNode attribute) (framework.data_management.DataSourceProvider property), [1] (framework.infrastructure.clarify_node.ClarifyCapability attribute) (framework.infrastructure.classification_node.ClassificationNode attribute) (framework.infrastructure.error_node.ErrorNode attribute), [1] (framework.infrastructure.orchestration_node.OrchestrationNode attribute) (framework.infrastructure.respond_node.RespondCapability attribute) (framework.infrastructure.router_node.RouterNode attribute), [1] (framework.infrastructure.task_extraction_node.TaskExtractionNode attribute) (framework.registry.CapabilityRegistration attribute), [1] (framework.registry.DataSourceRegistration attribute), [1] (framework.registry.ExecutionPolicyAnalyzerRegistration attribute) (framework.registry.NodeRegistration attribute), [1] (framework.registry.ServiceRegistration attribute) (framework.services.memory_storage.UserMemoryProvider property), [1]

needs_approval (framework.approval.ApprovalDecision attribute), [1] NodeRegistration (class in framework.registry) notebook_attempts (framework.services.python_executor.PythonExecutionContext attribute) notebook_link (framework.services.python_executor.NotebookAttempt attribute) (framework.services.python_executor.PythonExecutionSuccess attribute) notebook_path (framework.services.python_executor.NotebookAttempt attribute) (framework.services.python_executor.PythonExecutionSuccess attribute) notebook_type (framework.services.python_executor.NotebookAttempt attribute) NotebookAttempt (class in framework.services.python_executor) NotebookType (class in framework.services.python_executor) notes (framework.base.OrchestratorExample attribute)

O

OrchestrationNode (class in framework.infrastructure.orchestration_node) orchestrator_guide (framework.base.BaseCapability property), [1] (framework.infrastructure.clarify_node.ClarifyCapability property) (framework.infrastructure.respond_node.RespondCapability property)

OrchestratorExample (class in framework.base) OrchestratorGuide (class in framework.base)

P

parameters (framework.base.PlannedStep attribute) Params (class in deployment.loader) (class in loader) parse_args() (in module container_manager) (in module deployment.container_manager) PlannedStep (class in framework.base) planning_active_capabilities (framework.state.AgentState attribute) planning_current_step_index (framework.state.AgentState attribute) planning_execution_plan (framework.state.AgentState attribute), [1] port (framework.services.python_executor.ContainerEndpointConfig attribute) PRE_EXECUTION (framework.services.python_executor.NotebookType attribute) priority (framework.base.OrchestratorGuide attribute) (framework.registry.ExecutionPolicyAnalyzerRegistration attribute) process_message() (framework.infrastructure.gateway.Gateway method) progress_events (framework.state.AgentState attribute) prompt_builders (framework.registry.FrameworkPromptProviderRegistration attribute), [1]

provider (framework.data_management.DataSourceContext attribute), [1] provides (framework.base.BaseCapability attribute), [1] (framework.infrastructure.clarify_node.ClarifyCapability attribute) (framework.infrastructure.respond_node.RespondCapability attribute) (framework.registry.CapabilityRegistration attribute), [1] (framework.registry.ServiceRegistration attribute) python_execution (framework.approval.GlobalApprovalConfig attribute), [1] PythonExecutionApprovalConfig (class in framework.approval), [1] PythonExecutionApprovalEvaluator (class in framework.approval), [1] PythonExecutionContext (class in framework.services.python_executor) PythonExecutionRequest (class in framework.services.python_executor) PythonExecutionState (class in framework.services.python_executor) PythonExecutionSuccess (class in framework.services.python_executor) PythonExecutorException (class in framework.services.python_executor.exceptions) PythonExecutorService (class in framework.services.python_executor) PythonServiceResult (class in framework.services.python_executor)

Q

query (framework.base.ClassifierExample attribute) (framework.data_management.DataSourceRequest attribute), [1]

R

reason (framework.base.ClassifierExample attribute) reasoning (framework.approval.ApprovalDecision attribute), [1] RECLASSIFICATION (framework.base.errors.ErrorSeverity attribute) (framework.base.ErrorSeverity attribute) reclassification_count (framework.infrastructure.respond_node.ResponseContext attribute) register_framework_prompt_provider() (in module framework.prompts.loader) register_provider() (framework.data_management.DataSourceManager method), [1] (framework.prompts.loader.FrameworkPromptLoader method) RegistryConfig (class in framework.registry) RegistryConfigProvider (class in framework.registry) RegistryError (class in framework.base.errors) RegistryManager (class in framework.registry) relevant_context (framework.infrastructure.respond_node.ResponseContext attribute) render_kernel_templates() (in module container_manager) (in module deployment.container_manager) render_template() (in module container_manager) (in module deployment.container_manager) REPLANNING (framework.base.errors.ErrorSeverity attribute) (framework.base.ErrorSeverity attribute) request (framework.services.python_executor.PythonExecutionState attribute) requester (framework.data_management.DataSourceRequest attribute), [1] requires (framework.base.BaseCapability attribute), [1] (framework.infrastructure.clarify_node.ClarifyCapability attribute) (framework.infrastructure.respond_node.RespondCapability attribute) (framework.registry.CapabilityRegistration attribute), [1] (framework.registry.ServiceRegistration attribute)

requires_approval (framework.services.python_executor.ExecutionModeConfig attribute) (framework.services.python_executor.PythonExecutionState attribute) RespondCapability (class in framework.infrastructure.respond_node) ResponseContext (class in framework.infrastructure.respond_node) result (framework.base.ClassifierExample attribute) (framework.base.ExecutionRecord attribute) results (framework.services.python_executor.PythonExecutionSuccess attribute) resume() (configs.logger.ComponentLogger method), [1] resume_command (framework.infrastructure.gateway.GatewayResult attribute) RETRIABLE (framework.base.errors.ErrorSeverity attribute) (framework.base.ErrorSeverity attribute) retries (framework.services.python_executor.PythonExecutionRequest attribute) retrieval_time_ms (framework.data_management.DataRetrievalResult attribute), [1] retrieve_all_context() (framework.data_management.DataSourceManager method), [1] retrieve_data() (framework.data_management.DataSourceProvider method), [1] (framework.services.memory_storage.UserMemoryProvider method), [1] retrieve_from_provider() (framework.data_management.DataSourceManager method), [1] retry_count (framework.infrastructure.error_node.ErrorContext attribute) router_conditional_edge() (in module framework.infrastructure.router_node), [1] RouterNode (class in framework.infrastructure.router_node), [1] runtime_checkpoint_metadata (framework.state.AgentState attribute) runtime_info (framework.state.AgentState attribute)

S

save_context_to_file() (framework.context.ContextManager method), [1] scenario_description (framework.base.OrchestratorExample attribute) select_capabilities() (in module framework.infrastructure.classification_node) ServiceRegistration (class in framework.registry) services (framework.registry.RegistryConfig attribute), [1] SERVICES_DIR (in module deployment.container_manager) session_context (framework.services.python_executor.PythonExecutionRequest attribute) set_context() (framework.context.ContextManager method), [1] set_default_provider() (framework.prompts.loader.FrameworkPromptLoader method) setLevel() (configs.logger.ComponentLogger method), [1] setup_build_dir() (in module container_manager) (in module deployment.container_manager) severity (framework.base.errors.ErrorClassification attribute) (framework.base.errors.ExecutionError attribute) (framework.base.ExecutionError attribute) should_respond() (framework.data_management.DataSourceProvider method), [1] (framework.services.memory_storage.UserMemoryProvider method), [1] should_retry_code_generation() (framework.services.python_executor.exceptions.PythonExecutorException method) (framework.services.python_executor.PythonExecutorException method) should_retry_execution() (framework.services.python_executor.exceptions.PythonExecutorException method) (framework.services.python_executor.PythonExecutorException method)

slash_commands_processed (framework.infrastructure.gateway.GatewayResult attribute) source_name (framework.data_management.DataSourceContext attribute), [1] stage (framework.services.python_executor.NotebookAttempt attribute) start_time (framework.base.ExecutionRecord attribute) (framework.base.ExecutionResult attribute) StateManager (class in framework.state) StateUpdate (in module framework.state) status() (configs.streaming.StreamWriter method), [1] status_updates (framework.state.AgentState attribute) stdout (framework.services.python_executor.PythonExecutionSuccess attribute) step (framework.base.ExecutionRecord attribute) (framework.base.OrchestratorExample attribute) steps (framework.base.ExecutionPlan attribute) store_context() (framework.state.StateManager static method), [1] StreamWriter (class in configs.streaming), [1] success (framework.base.ExecutionResult attribute) success() (configs.logger.ComponentLogger method), [1] success_criteria (framework.base.PlannedStep attribute) success_rate (framework.data_management.DataRetrievalResult property), [1] successful_sources (framework.data_management.DataRetrievalResult attribute), [1] successful_steps (framework.infrastructure.error_node.ErrorContext attribute)

T

task_current_task (framework.state.AgentState attribute), [1] task_custom_message (framework.state.AgentState attribute) task_depends_on_chat_history (framework.state.AgentState attribute) task_depends_on_user_memory (framework.state.AgentState attribute) task_objective (framework.base.PlannedStep attribute) (framework.services.python_executor.PythonExecutionRequest attribute) TaskClassifierGuide (class in framework.base) TaskExtractionNode (class in framework.infrastructure.task_extraction_node) TEMPLATE_FILENAME (in module deployment.container_manager)

TimeParsingDependencyError (class in framework.capabilities.time_range_parsing) TimeParsingError (class in framework.capabilities.time_range_parsing) timestamp (framework.services.memory_storage.MemoryContent attribute), [1] timing() (configs.logger.ComponentLogger method), [1] to_dict() (framework.services.python_executor.NotebookAttempt method) (framework.services.python_executor.PythonExecutionSuccess method) total_operations (framework.infrastructure.error_node.ErrorContext attribute) total_sources_attempted (framework.data_management.DataRetrievalResult attribute), [1] total_steps_executed (framework.infrastructure.respond_node.ResponseContext attribute)

U

ui_agent_context (framework.state.AgentState attribute) ui_captured_figures (framework.state.AgentState attribute) ui_notebook_links (framework.state.AgentState attribute) use_https (framework.services.python_executor.ContainerEndpointConfig attribute)

user_id (framework.data_management.DataSourceRequest attribute), [1] user_message (framework.base.errors.ErrorClassification attribute) user_query (framework.services.python_executor.PythonExecutionRequest attribute) UserIdNotAvailableError (class in framework.capabilities.memory) UserMemoryProvider (class in framework.services.memory_storage), [1]

V

validate() (framework.services.python_executor.ExecutionControlConfig method) validate_configuration() (framework.registry.RegistryManager method), [1]

values() (deployment.loader.Params method) (loader.Params method)

W

warning() (configs.logger.ComponentLogger method), [1] (configs.streaming.StreamWriter method), [1]

WORKFLOW (framework.services.python_executor.ErrorCategory attribute) (framework.services.python_executor.exceptions.ErrorCategory attribute) WorkflowError (class in framework.services.python_executor.exceptions)