Index

_

__del__() (models.mcp_model.MCPModel method) (models.MCPModel method) __init__() (config.config.HillstarConfig method) (config.provider_registry.ProviderRegistry method) (execution.checkpoint.CheckpointManager method) (execution.config_validator.ConfigValidator method) (execution.cost_manager.CostManager method) (execution.graph.WorkflowGraph method) (execution.observability.ExecutionObserver method) (execution.observability.TqdmFileWrapper method) (execution.trace.TraceLogger method) (governance.compliance.ComplianceEnforcer method) (governance.enforcer.GovernanceEnforcer method) (governance.GovernanceEnforcer method) (governance.GovernancePolicy method) (governance.HookManager method) (governance.hooks.HookManager method) (governance.policy.GovernancePolicy method) (models.anthropic_mcp_model.AnthropicMCPModel method) (models.anthropic_model.AnthropicModel method) (models.anthropic_ollama_api_model.AnthropicOllamaAPIModel method) (models.AnthropicMCPModel method) (models.AnthropicModel method) (models.AnthropicOllamaAPIModel method) (models.devstral_local_model.DevstralLocalModel method) (models.DevstralLocalModel method) (models.mcp_model.MCPModel method) (models.MCPModel method) (models.mistral_api_model.MistralAPIModel method) (models.mistral_mcp_model.MistralMCPModel method) (models.MistralAPIModel method) (models.MistralMCPModel method) (models.ollama_mcp_model.OllamaMCPModel method) (models.OllamaMCPModel method) (models.openai_mcp_model.OpenAIMCPModel method) (models.OpenAIMCPModel method) (utils.json_output_viewer.JSONOutputViewer method) (utils.report.ReportGenerator method) (workflows.model_presets.PresetResolver method) (workflows.validator.WorkflowValidator method) (workflows.WorkflowValidator method)

A

allow_force_override (governance.GovernancePolicy attribute) (governance.policy.GovernancePolicy attribute) AnthropicMCPModel (class in models) (class in models.anthropic_mcp_model) AnthropicMCPServer (built-in class) AnthropicModel (class in models) (class in models.anthropic_model)

AnthropicOllamaAPIModel (class in models) (class in models.anthropic_ollama_api_model) audit() (SecureLogger method) AutoDiscover (class in workflows) (class in workflows.auto_discover)

B

BaseMCPServer (built-in class) blocked_patterns (governance.GovernancePolicy attribute) (governance.policy.GovernancePolicy attribute)

BUDGET_KEYWORDS (workflows.auto_discover.AutoDiscover attribute) (workflows.AutoDiscover attribute) BudgetExceededError, [1]

C

call() (models.anthropic_model.AnthropicModel method) (models.anthropic_ollama_api_model.AnthropicOllamaAPIModel method) (models.AnthropicModel method) (models.AnthropicOllamaAPIModel method) (models.devstral_local_model.DevstralLocalModel method) (models.DevstralLocalModel method) (models.mcp_model.MCPModel method) (models.MCPModel method) (models.mistral_api_model.MistralAPIModel method) (models.MistralAPIModel method) call_tool() (AnthropicMCPServer method) (BaseMCPServer method) (DevstralLocalMCPServer method) (FileOperationsMCPServer method) (GoogleAIStudioMCPServer method) (MinimaxMCPServer method) (MistralMCPServer method) (OllamaMCPServer method) (OpenAIMCPServer method) CAPABILITY_MAPPING (workflows.model_presets.ModelPresets attribute) (workflows.ModelPresets attribute) check() (governance.enforcer.GovernanceEnforcer method) (governance.GovernanceEnforcer method) check_all_providers() (governance.compliance.ComplianceEnforcer method)

check_budget() (execution.cost_manager.CostManager method) check_compliance() (config.config.HillstarConfig method) check_model_selector() (governance.compliance.ComplianceEnforcer method) check_provider_class() (governance.compliance.ComplianceEnforcer method) CheckpointManager (class in execution.checkpoint) classify_task() (workflows.auto_discover.AutoDiscover static method) (workflows.AutoDiscover static method) clear_marker() (governance.enforcer.GovernanceEnforcer method) (governance.GovernanceEnforcer method) ComplianceEnforcer (class in governance.compliance) ComplianceError config.config module config.provider_registry module ConfigurationError, [1] ConfigValidator (class in execution.config_validator) contains_credentials() (in module utils) (in module utils.credential_redactor) (utils.credential_redactor.CredentialRedactor static method) (utils.CredentialRedactor static method) CostManager (class in execution.cost_manager) create() (execution.checkpoint.CheckpointManager method) CredentialRedactor (class in utils) (class in utils.credential_redactor)

D

debug_redacted() (SecureLogger method) DEFAULT_REGISTRY_PATH (config.provider_registry.ProviderRegistry attribute) describe() (config.provider_registry.ProviderRegistry method) describe_preset() (workflows.model_presets.ModelPresets static method) (workflows.ModelPresets static method)

DevstralLocalMCPServer (built-in class) DevstralLocalModel (class in models) (class in models.devstral_local_model)

E

error_safe() (SecureLogger method) estimate_cost() (config.provider_registry.ProviderRegistry method) (execution.cost_manager.CostManager method) execute_node() (execution.graph.WorkflowGraph method) execution.checkpoint module execution.config_validator module execution.cost_manager module execution.graph module

execution.observability module execution.trace module ExecutionError ExecutionObserver (class in execution.observability) exempt_patterns (governance.GovernancePolicy attribute) (governance.policy.GovernancePolicy attribute) export_markdown() (utils.json_output_viewer.JSONOutputViewer method) export_state() (execution.graph.WorkflowGraph method)

F

FileOperationsMCPServer (built-in class) finalize() (execution.trace.TraceLogger method) find_in_current_project() (workflows.discovery.WorkflowDiscovery static method) (workflows.WorkflowDiscovery static method) find_models() (config.provider_registry.ProviderRegistry method)

find_workflows() (workflows.discovery.WorkflowDiscovery static method) (workflows.WorkflowDiscovery static method) flush() (execution.observability.TqdmFileWrapper method) format_recommendations() (workflows.auto_discover.AutoDiscover static method) (workflows.AutoDiscover static method)

G

generate_post_execution_report() (in module utils.report) (utils.report.ReportGenerator method) generate_pre_execution_report() (in module utils.report) (utils.report.ReportGenerator method) get_all_models_flat() (config.provider_registry.ProviderRegistry method) get_all_workflow_info() (workflows.discovery.WorkflowDiscovery static method) (workflows.WorkflowDiscovery static method) get_api_key_for_provider() (execution.config_validator.ConfigValidator method) get_available_presets() (workflows.model_presets.ModelPresets static method) (workflows.ModelPresets static method) get_cheapest_model() (config.provider_registry.ProviderRegistry method) get_checkpoint_nodes() (execution.graph.WorkflowGraph method) get_cost_summary() (execution.trace.TraceLogger method) get_events() (execution.trace.TraceLogger method) get_execution_order() (execution.graph.WorkflowGraph method) get_fallback_chain() (config.provider_registry.ProviderRegistry method) (workflows.model_presets.ModelPresets static method) (workflows.ModelPresets static method) get_latest_checkpoint() (execution.checkpoint.CheckpointManager method) get_merged_registry() (config.config.HillstarConfig method) get_model() (config.provider_registry.ProviderRegistry method) get_model_sampling_params() (config.provider_registry.ProviderRegistry method) get_node_inputs() (execution.graph.WorkflowGraph method) get_preset_for_use_case() (workflows.model_presets.ModelPresets static method) (workflows.ModelPresets static method) get_preset_suggestions() (workflows.auto_discover.AutoDiscover static method) (workflows.AutoDiscover static method) get_project_info() (workflows.auto_discover.AutoDiscover static method) (workflows.AutoDiscover static method)

get_provider() (config.provider_registry.ProviderRegistry method) get_provider_compliance() (config.provider_registry.ProviderRegistry method) get_provider_info() (config.config.HillstarConfig method) get_provider_key() (config.config.HillstarConfig method) get_recommendations() (workflows.auto_discover.AutoDiscover static method) (workflows.AutoDiscover static method) get_redaction_types() (utils.credential_redactor.CredentialRedactor static method) (utils.CredentialRedactor static method) get_registry() (in module config.provider_registry) get_summary() (utils.json_output_viewer.JSONOutputViewer method) get_violations() (governance.compliance.ComplianceEnforcer method) get_workflow_info() (workflows.discovery.WorkflowDiscovery static method) (workflows.WorkflowDiscovery static method) GoogleAIStudioMCPServer (built-in class) governance module governance.compliance module governance.enforcer module governance.hooks module governance.policy module governance.project_init module GovernanceEnforcer (class in governance) (class in governance.enforcer) GovernancePolicy (class in governance) (class in governance.policy)

H

handle_request() (BaseMCPServer method) (MinimaxMCPServer method) hash_output() (execution.observability.ExecutionObserver static method)

HillstarConfig (class in config.config) HillstarException, [1] HookManager (class in governance) (class in governance.hooks)

I

IMPLEMENTATION_KEYWORDS (workflows.auto_discover.AutoDiscover attribute) (workflows.AutoDiscover attribute) import_state() (execution.graph.WorkflowGraph method) initialize() (BaseMCPServer method) (MinimaxMCPServer method) initialize_project_structure() (in module governance.project_init) install() (governance.HookManager method) (governance.hooks.HookManager method)

is_git_repo() (governance.HookManager method) (governance.hooks.HookManager method) is_hillstar_project() (workflows.auto_discover.AutoDiscover static method) (workflows.AutoDiscover static method) is_installed() (governance.HookManager method) (governance.hooks.HookManager method) is_usage_compliant() (config.provider_registry.ProviderRegistry method)

J

JSONOutputViewer (class in utils.json_output_viewer)

L

last_updated (config.provider_registry.ProviderRegistry property) list_available_models() (config.config.HillstarConfig method) list_available_providers() (config.config.HillstarConfig method) list_checkpoints() (execution.checkpoint.CheckpointManager method) list_configured_providers() (config.config.HillstarConfig method) list_missing_providers() (config.config.HillstarConfig method) list_providers() (config.provider_registry.ProviderRegistry method) list_tools() (BaseMCPServer method) (MinimaxMCPServer method) load() (execution.checkpoint.CheckpointManager method) (governance.GovernancePolicy class method) (governance.policy.GovernancePolicy class method)

load_and_validate() (utils.json_output_viewer.JSONOutputViewer method) load_config() (config.config.HillstarConfig method) load_env_file() (execution.config_validator.ConfigValidator static method) load_schema() (workflows.validator.WorkflowValidator method) (workflows.WorkflowValidator method) LOCAL_KEYWORDS (workflows.auto_discover.AutoDiscover attribute) (workflows.AutoDiscover attribute) log() (execution.trace.TraceLogger method)

M

main() (in module utils.json_output_viewer) max_age_seconds (governance.GovernancePolicy attribute) (governance.policy.GovernancePolicy attribute) MCPModel (class in models) (class in models.mcp_model) memory_only() (SecureLogger method) merge_configs() (config.config.HillstarConfig method) MinimaxMCPServer (built-in class) MistralAPIModel (class in models) (class in models.mistral_api_model) MistralMCPModel (class in models) (class in models.mistral_mcp_model) MistralMCPServer (built-in class) MODEL_ALIASES (models.anthropic_model.AnthropicModel attribute) (models.AnthropicModel attribute) (models.mistral_api_model.MistralAPIModel attribute) (models.MistralAPIModel attribute) ModelPresets (class in workflows) (class in workflows.model_presets) models module models.anthropic_mcp_model module models.anthropic_model module models.anthropic_ollama_api_model module models.devstral_local_model module models.mcp_model module models.mistral_api_model module models.mistral_mcp_model module models.ollama_mcp_model module

models.openai_mcp_model module ModelSelectionError, [1] module config.config config.provider_registry execution.checkpoint execution.config_validator execution.cost_manager execution.graph execution.observability execution.trace governance governance.compliance governance.enforcer governance.hooks governance.policy governance.project_init models models.anthropic_mcp_model models.anthropic_model models.anthropic_ollama_api_model models.devstral_local_model models.mcp_model models.mistral_api_model models.mistral_mcp_model models.ollama_mcp_model models.openai_mcp_model utils utils.credential_redactor utils.exceptions utils.json_output_viewer utils.report workflows workflows.auto_discover workflows.discovery workflows.model_presets workflows.validator

N

node_failure() (execution.observability.ExecutionObserver method)

node_start() (execution.observability.ExecutionObserver method) node_success() (execution.observability.ExecutionObserver method)

O

OllamaMCPModel (class in models) (class in models.ollama_mcp_model) OllamaMCPServer (built-in class)

OpenAIMCPModel (class in models) (class in models.openai_mcp_model) OpenAIMCPServer (built-in class)

P

PATTERNS (utils.credential_redactor.CredentialRedactor attribute) (utils.CredentialRedactor attribute) PLANNING_KEYWORDS (workflows.auto_discover.AutoDiscover attribute) (workflows.AutoDiscover attribute) PresetResolver (class in workflows.model_presets) print_all_outputs() (utils.json_output_viewer.JSONOutputViewer method)

print_compliance_report() (governance.compliance.ComplianceEnforcer method) print_key() (utils.json_output_viewer.JSONOutputViewer method) print_raw_json() (utils.json_output_viewer.JSONOutputViewer method) print_summary() (utils.json_output_viewer.JSONOutputViewer method) print_validation_report() (utils.json_output_viewer.JSONOutputViewer method) PROTECTED_PROVIDERS (governance.compliance.ComplianceEnforcer attribute) ProviderRegistry (class in config.provider_registry)

Q

QUALITY_KEYWORDS (workflows.auto_discover.AutoDiscover attribute) (workflows.AutoDiscover attribute)

R

record_cost() (execution.cost_manager.CostManager method) redact() (in module utils) (in module utils.credential_redactor) (utils.credential_redactor.CredentialRedactor static method) (utils.CredentialRedactor static method)

ReportGenerator (class in utils.report) require_workflow_id (governance.GovernancePolicy attribute) (governance.policy.GovernancePolicy attribute) reset_registry() (in module config.provider_registry) resolve() (workflows.model_presets.PresetResolver method) run() (BaseMCPServer method)

S

save() (governance.GovernancePolicy method) (governance.policy.GovernancePolicy method) save_config() (config.config.HillstarConfig method) SCHEMA_PATH (workflows.validator.WorkflowValidator attribute) (workflows.WorkflowValidator attribute) SecureLogger (built-in class) select() (workflows.model_presets.ModelPresets static method) (workflows.ModelPresets static method) select_complex() (workflows.model_presets.ModelPresets static method) (workflows.ModelPresets static method) select_critical() (workflows.model_presets.ModelPresets static method) (workflows.ModelPresets static method)

select_moderate() (workflows.model_presets.ModelPresets static method) (workflows.ModelPresets static method) select_simple() (workflows.model_presets.ModelPresets static method) (workflows.ModelPresets static method) set_provider_key() (config.config.HillstarConfig method) SPEED_KEYWORDS (workflows.auto_discover.AutoDiscover attribute) (workflows.AutoDiscover attribute) status() (governance.enforcer.GovernanceEnforcer method) (governance.GovernanceEnforcer method) (governance.HookManager method) (governance.hooks.HookManager method) suggest_workflows() (workflows.auto_discover.AutoDiscover static method) (workflows.AutoDiscover static method)

T

TEMPERATURE_DEFAULT (models.anthropic_model.AnthropicModel attribute) (models.AnthropicModel attribute) (models.devstral_local_model.DevstralLocalModel attribute) (models.DevstralLocalModel attribute) (models.mcp_model.MCPModel attribute) (models.MCPModel attribute)

TESTING_KEYWORDS (workflows.auto_discover.AutoDiscover attribute) (workflows.AutoDiscover attribute) TIER_MAPPING (workflows.model_presets.ModelPresets attribute) (workflows.ModelPresets attribute) TqdmFileWrapper (class in execution.observability) TraceLogger (class in execution.trace)

U

uninstall() (governance.HookManager method) (governance.hooks.HookManager method) USER_CONFIG_DIR (config.config.HillstarConfig attribute) USER_CONFIG_FILE (config.config.HillstarConfig attribute) USER_OVERRIDE_PATH (config.config.HillstarConfig attribute) (config.provider_registry.ProviderRegistry attribute) utils module

utils.credential_redactor module utils.exceptions module utils.json_output_viewer module utils.report module

V

VALID_MODELS (models.anthropic_ollama_api_model.AnthropicOllamaAPIModel attribute) (models.AnthropicOllamaAPIModel attribute) validate_complete() (workflows.validator.WorkflowValidator method) (workflows.WorkflowValidator method) validate_complete_static() (workflows.validator.WorkflowValidator static method) (workflows.WorkflowValidator static method) validate_compliance() (workflows.validator.WorkflowValidator method) (workflows.WorkflowValidator method) validate_file() (workflows.validator.WorkflowValidator static method) (workflows.WorkflowValidator static method) validate_file_static() (workflows.validator.WorkflowValidator static method) (workflows.WorkflowValidator static method) validate_graph_connectivity() (workflows.validator.WorkflowValidator method) (workflows.WorkflowValidator method) validate_key() (config.config.HillstarConfig method) validate_model_config() (execution.config_validator.ConfigValidator method) (workflows.validator.WorkflowValidator method) (workflows.WorkflowValidator method)

validate_model_config_static() (workflows.validator.WorkflowValidator static method) (workflows.WorkflowValidator static method) validate_provider_config() (config.config.HillstarConfig method) validate_providers() (workflows.validator.WorkflowValidator method) (workflows.WorkflowValidator method) validate_providers_static() (workflows.validator.WorkflowValidator static method) (workflows.WorkflowValidator static method) validate_schema() (workflows.validator.WorkflowValidator method) (workflows.WorkflowValidator method) validate_schema_static() (workflows.validator.WorkflowValidator static method) (workflows.WorkflowValidator static method) verify_compliance() (governance.compliance.ComplianceEnforcer method) verify_hillstar_compliance() (in module governance) (in module governance.compliance) version (config.provider_registry.ProviderRegistry property)

W

workflow_complete() (execution.observability.ExecutionObserver method) workflow_error() (execution.observability.ExecutionObserver method) WorkflowDiscovery (class in workflows) (class in workflows.discovery) WorkflowGraph (class in execution.graph) workflows module workflows.auto_discover module workflows.discovery module

workflows.model_presets module workflows.validator module WorkflowValidator (class in workflows) (class in workflows.validator) write() (execution.observability.TqdmFileWrapper method) write_marker() (governance.enforcer.GovernanceEnforcer method) (governance.GovernanceEnforcer method)