Index

Symbols

--config nomad-code-mode command line option nomad-code-mode-exec command line option --directory nomad-code-mode-exec command line option --gateway-log-level nomad-code-mode-exec command line option --host nomad-code-mode command line option nomad-serve command line option --install-completion nomad command line option --log-file nomad-code-mode command line option nomad-serve command line option --log-level nomad-code-mode command line option nomad-export command line option nomad-serve command line option --no-pin nomad-export command line option --no-strict nomad-serve command line option --no-tool-manager nomad-serve command line option --oras-registry nomad-export command line option

--output nomad-code-mode-exec command line option --pin nomad-export command line option --port nomad-code-mode command line option nomad-serve command line option --show-completion nomad command line option --strict nomad-serve command line option --to nomad-export command line option --tool-manager nomad-serve command line option --transport nomad-code-mode command line option nomad-serve command line option -c nomad-code-mode command line option nomad-code-mode-exec command line option -o nomad-code-mode-exec command line option -t nomad-serve command line option

_

_forward() (nomad.fm_base_tool.TorchModuleTool method)

A

accelerator_info (nomad.torch_tool_manager.TorchModelToolManager property) AcceleratorInfo (class in nomad.torch_tool_manager) aclose() (nomad.torch_tool_manager.TorchModelToolManager method) add_to_fastmcp() (nomad.config.ToolConfig method) (nomad.config.TorchModuleConfig method) (nomad.fm_base_tool.TorchModuleTool method) (nomad.torch_tool_manager.TorchModelToolManager method) allow (nomad.gateway.config.AllowlistMiddlewareConfig attribute) AllowlistMiddlewareConfig (class in nomad.gateway.config) annotation (nomad.gateway.runtime.wrapper_factory.ToolParameter attribute) args_schema (nomad.fm_base_tool.TorchModuleTool attribute) (nomad.torch_tool_manager.ToolState attribute)

arguments (nomad.tool_search.SupportsToolSearch attribute) (nomad.tool_search.ToolDescriptor attribute) arguments_field (nomad.config.SearchWeights attribute) as_https() (nomad.hub.FileRepoSpec method) (nomad.hub.GitRepoSpec method) (nomad.hub.HuggingFaceRepoSpec method) (nomad.hub.OrasRepoSpec method) (nomad.hub.RepoSpec method) assigned_slots (nomad.torch_tool_manager.ToolState attribute) associated_dims (nomad.well_format.BoundaryCondition attribute) associated_fields (nomad.well_format.BoundaryCondition attribute) AutoRegressiveInput (class in nomad.well_format)

B

batch() (nomad.fm_base_tool.TorchModuleTool method) batch_as_completed() (nomad.fm_base_tool.TorchModuleTool method) batch_size (nomad.config.TorchModuleConfig attribute) (nomad.fm_base_tool.TorchModuleTool attribute) (nomad.torch_tool_manager.ToolState attribute) bc_type (nomad.well_format.BoundaryCondition attribute) boundary_conditions (nomad.well_format.WellFormat attribute)

BoundaryCondition (class in nomad.well_format) BridgeError build_server_module() (in module nomad.gateway.runtime.wrapper_factory) build_tool() (nomad.config.ServerConfig method) (nomad.config.TorchModuleConfig method) build_tool_descriptors() (in module nomad.tool_search) build_tool_signature() (in module nomad.gateway.runtime.wrapper_factory) busy (nomad.torch_tool_manager.DeviceSlot attribute)

C

cache_digest() (nomad.hub.GitRepoSpec method) (nomad.hub.HuggingFaceRepoSpec method) (nomad.hub.OrasRepoSpec method) (nomad.hub.RepoSpec method) cache_dir() (nomad.hub.RepoSpec method) call_tool() (nomad.torch_tool_manager.TorchModelToolManager method) call_tool_async() (in module nomad.gateway.runtime.client) call_tool_sync() (in module nomad.gateway.runtime.client) can_parse() (nomad.hub.RepoSpec class method)

candidate_limit (nomad.config.SearchToolConfig attribute) check_dependencies() (in module nomad.hub) cls (nomad.torch_tool_manager.ToolState attribute) CodeModeGateway (class in nomad.gateway.server) CONFIG nomad-export command line option nomad-serve command line option configured_batch_size_observations() (nomad.torch_tool_manager.TorchModelToolManager method) context_dir (nomad.config.ServerConfig attribute) current_tool (nomad.torch_tool_manager.DeviceSlot attribute)

D

dataset_name (nomad.well_format.WellFormat attribute) deep_interp_env() (in module nomad.common.env) defaults (nomad.gateway.config.GatewayConfig attribute) deny (nomad.gateway.config.AllowlistMiddlewareConfig attribute) description (nomad.fm_base_tool.TorchModuleTool attribute) (nomad.gateway.runtime.wrapper_factory.ToolParameter attribute) (nomad.tool_search.SupportsToolSearch attribute) (nomad.tool_search.ToolDescriptor attribute) (nomad.torch_tool_manager.ToolState attribute) description_field (nomad.config.SearchWeights attribute) descriptor_payload() (in module nomad.tool_search) device (nomad.fm_base_tool.TorchModuleTool attribute) (nomad.torch_tool_manager.AcceleratorInfo attribute) (nomad.torch_tool_manager.DeviceSlot attribute)

device_busy_observations() (nomad.torch_tool_manager.TorchModelToolManager method) device_memory_allocated_observations() (nomad.torch_tool_manager.TorchModelToolManager method) device_memory_reserved_observations() (nomad.torch_tool_manager.TorchModelToolManager method) device_utilization_observations() (nomad.torch_tool_manager.TorchModelToolManager method) devices (nomad.torch_tool_manager.TorchModelToolManager property) DeviceSlot (class in nomad.torch_tool_manager) dimensions (nomad.well_format.WellFormat attribute) disk_idle_seconds (nomad.config.ToolManagerConfig attribute) do_request() (nomad.hub.OrasRegistry method) Domain (class in nomad.well_format) duration (nomad.well_format.AutoRegressiveInput attribute) duration_seconds (nomad.gateway.sandbox.SandboxResult attribute)

E

empty_accelerator_cache() (in module nomad.torch_tool_manager) enabled (nomad.config.TelemetryConfig attribute) (nomad.config.ToolManagerConfig attribute) (nomad.gateway.config.TelemetryConfig attribute) enqueued (nomad.torch_tool_manager.ToolState attribute)

enqueued_at (nomad.torch_tool_manager.ToolRequest attribute) exact_name (nomad.config.SearchWeights attribute) execute_mcp_code() (nomad.gateway.server.CodeModeGateway method) execute_mcp_script() (nomad.gateway.server.CodeModeGateway method) expose (nomad.config.SearchToolConfig attribute)

F

fastmcp (nomad.gateway.server.CodeModeGateway property) FileRepoSpec (class in nomad.hub) fm (nomad.fm_base_tool.TorchModuleTool attribute) fmod_models (nomad.config.ServerConfig attribute) fn (nomad.config.ToolConfig property)

from_defaults_and_overrides() (nomad.gateway.config.GatewayRuntimeOptions class method) from_file() (nomad.config.ServerConfig class method) (nomad.gateway.config.GatewayConfig class method) (nomad.well_format.WellFormat static method) from_pretrained() (nomad.fm_base_tool.TorchModuleTool class method) future (nomad.torch_tool_manager.ToolRequest attribute)

G

GatewayConfig (class in nomad.gateway.config) GatewayDefaults (class in nomad.gateway.config) GatewayRuntimeOptions (class in nomad.gateway.config) gc_idle_seconds (nomad.config.ToolManagerConfig attribute)

get() (nomad.well_format.WellFormat method) get_cache_root() (in module nomad.hub) GitRepoSpec (class in nomad.hub) grid_type (nomad.well_format.WellFormat attribute)

H

HuggingFaceRepoSpec (class in nomad.hub)

I

identifier (nomad.tool_search.ToolDescriptor attribute) idle_seconds (nomad.config.ToolManagerConfig attribute) import_path_field (nomad.config.SearchWeights attribute) index (nomad.torch_tool_manager.AcceleratorInfo attribute) inflight_observations() (nomad.torch_tool_manager.TorchModelToolManager method) initial_state (nomad.well_format.AutoRegressiveInput attribute) input (nomad.torch_tool_manager.ToolRequest attribute) install_wrapper_importer() (in module nomad.gateway.runtime.client)

instantiate() (nomad.config.ToolManagerConfig method) (nomad.config.TorchModuleConfig method) instantiate_model() (nomad.config.ServerConfig method) interpolate_env() (in module nomad.common.env) is_remote (nomad.hub.FileRepoSpec property) (nomad.hub.GitRepoSpec property) (nomad.hub.HuggingFaceRepoSpec property) (nomad.hub.OrasRepoSpec property) (nomad.hub.RepoSpec property)

K

kind (nomad.gateway.config.AllowlistMiddlewareConfig attribute) (nomad.gateway.config.LoggingMiddlewareConfig attribute) (nomad.gateway.config.MiddlewareConfig attribute) (nomad.gateway.config.RedactionMiddlewareConfig attribute) (nomad.torch_tool_manager.AcceleratorInfo attribute)

L

last_used (nomad.torch_tool_manager.DeviceSlot attribute) (nomad.torch_tool_manager.ToolState attribute) level (nomad.gateway.config.LoggingMiddlewareConfig attribute) load_auth_config() (nomad.hub.OrasRegistry method) load_new_tool() (nomad.torch_tool_manager.ToolState method)

loaded_slots (nomad.torch_tool_manager.ToolState attribute) loaded_tool_observations() (nomad.torch_tool_manager.TorchModelToolManager method) location (nomad.hub.RepoSpec attribute) lock() (nomad.hub.RepoSpec class method) LoggingMiddlewareConfig (class in nomad.gateway.config) looks_like_digest() (in module nomad.hub)

M

mark_slot_free() (nomad.torch_tool_manager.ToolState method) mark_slot_loaded() (nomad.torch_tool_manager.ToolState method) mask (nomad.well_format.BoundaryCondition attribute) max_devices_per_tool (nomad.config.ToolManagerConfig attribute) max_pending_per_tool (nomad.config.ToolManagerConfig attribute) metrics_recorded (nomad.torch_tool_manager.ToolRequest attribute) middleware (nomad.gateway.config.GatewayConfig attribute) MiddlewareConfig (class in nomad.gateway.config) mode (nomad.gateway.config.RedactionMiddlewareConfig attribute) model_class (nomad.config.TorchModuleConfig attribute) model_post_init() (nomad.fm_base_tool.TorchModuleTool method) ModelCardLocator (class in nomad.model_cards)

module nomad.common.env nomad.common.name_sanitize nomad.config nomad.gateway.config nomad.gateway.runtime.client nomad.gateway.runtime.wrapper_factory nomad.gateway.server nomad.hub nomad.model_cards nomad.tool_search nomad.torch_tool_manager nomad.well_format

N

n_spatial_dims (nomad.well_format.WellFormat attribute) name (nomad.config.ToolConfig attribute) (nomad.fm_base_tool.TorchModuleTool attribute) (nomad.gateway.runtime.wrapper_factory.ToolParameter attribute) (nomad.tool_search.SupportsToolSearch attribute) (nomad.tool_search.ToolDescriptor attribute) (nomad.torch_tool_manager.AcceleratorInfo attribute) (nomad.torch_tool_manager.ToolState attribute) name() (nomad.hub.FileRepoSpec method) (nomad.hub.GitRepoSpec method) (nomad.hub.HuggingFaceRepoSpec method) (nomad.hub.OrasRepoSpec method) (nomad.hub.RepoSpec method) name_field (nomad.config.SearchWeights attribute) name_or_path (nomad.config.TorchModuleConfig attribute) nomad command line option --install-completion --show-completion nomad-code-mode command line option --config --host --log-file --log-level --port --transport -c nomad-code-mode-exec command line option --config --directory --gateway-log-level --output -c -o SCRIPT nomad-export command line option --log-level --no-pin --oras-registry --pin --to CONFIG OUTPUT

nomad-serve command line option --host --log-file --log-level --no-strict --no-tool-manager --port --strict --tool-manager --transport -t CONFIG nomad.common.env module nomad.common.name_sanitize module nomad.config module nomad.gateway.config module nomad.gateway.runtime.client module nomad.gateway.runtime.wrapper_factory module nomad.gateway.server module nomad.hub module nomad.model_cards module nomad.tool_search module nomad.torch_tool_manager module nomad.well_format module nomad.well_format.Tensor (built-in variable) normalize() (nomad.hub.RepoSpec class method)

O

optional (nomad.gateway.runtime.wrapper_factory.ToolParameter attribute) options (nomad.gateway.config.MiddlewareConfig attribute) OrasRegistry (class in nomad.hub) OrasRepoSpec (class in nomad.hub) otlp_endpoint (nomad.config.TelemetryConfig attribute) (nomad.gateway.config.TelemetryConfig attribute)

OUTPUT nomad-export command line option output_schema (nomad.fm_base_tool.TorchModuleTool attribute) (nomad.torch_tool_manager.ToolState attribute)

P

parse() (nomad.hub.RepoSpec class method) pending_tools_observations() (nomad.torch_tool_manager.TorchModelToolManager method) postprocess() (nomad.fm_base_tool.TorchModuleTool method) prefix_name (nomad.config.SearchWeights attribute) preprocess() (nomad.fm_base_tool.TorchModuleTool method) pull() (nomad.hub.FileRepoSpec method) (nomad.hub.GitRepoSpec method) (nomad.hub.HuggingFaceRepoSpec method) (nomad.hub.OrasRegistry method) (nomad.hub.OrasRepoSpec method) (nomad.hub.RepoSpec method)

push() (nomad.hub.FileRepoSpec method) (nomad.hub.OrasRegistry method) (nomad.hub.OrasRepoSpec method) (nomad.hub.RepoSpec method) python_executable (nomad.gateway.config.GatewayRuntimeOptions attribute) python_import_path (nomad.tool_search.SupportsToolSearch attribute) (nomad.tool_search.ToolDescriptor property)

Q

queue (nomad.torch_tool_manager.ToolState attribute)

queue_length_observations() (nomad.torch_tool_manager.TorchModelToolManager method)

R

read_model_card() (nomad.model_cards.ModelCardLocator method) RedactionMiddlewareConfig (class in nomad.gateway.config) reference (nomad.hub.RepoSpec attribute) register() (nomad.model_cards.ModelCardLocator method) register_model_card_tool() (in module nomad.model_cards) register_search_tool() (in module nomad.tool_search) register_tool() (nomad.torch_tool_manager.TorchModelToolManager method) registered_name (nomad.torch_tool_manager.ToolState attribute) registered_tools() (nomad.model_cards.ModelCardLocator method) release_slot() (nomad.torch_tool_manager.ToolState method) repo_key() (nomad.hub.GitRepoSpec method) (nomad.hub.OrasRepoSpec method) (nomad.hub.RepoSpec method) RepoSpec (class in nomad.hub) request() (nomad.hub.OrasRegistry method) reserve_slot() (nomad.torch_tool_manager.ToolState method)

resident_slot (nomad.torch_tool_manager.ToolState attribute) resident_tool_observations() (nomad.torch_tool_manager.TorchModelToolManager method) resolve_source() (nomad.config.TorchModuleConfig method) resolve_spec() (nomad.config.TorchModuleConfig method) resolve_symbol() (in module nomad.config) resolved() (nomad.hub.GitRepoSpec method) (nomad.hub.HuggingFaceRepoSpec method) (nomad.hub.OrasRepoSpec method) (nomad.hub.RepoSpec method) result (nomad.gateway.sandbox.SandboxResult attribute) result_limit (nomad.gateway.config.GatewayRuntimeOptions attribute) (nomad.gateway.config.SandboxLimits attribute) returncode (nomad.gateway.sandbox.SandboxResult attribute) run() (in module nomad.hub) run_code() (nomad.gateway.server.CodeModeGateway method) run_gateway() (in module nomad.gateway.server) run_script() (nomad.gateway.server.CodeModeGateway method)

S

sample_varying (nomad.well_format.BoundaryCondition attribute) SandboxLimits (class in nomad.gateway.config) SandboxResult (class in nomad.gateway.sandbox) sanitize_export_name() (in module nomad.common.name_sanitize) sanitize_mcp_name() (in module nomad.common.name_sanitize) sanitize_python_name() (in module nomad.common.name_sanitize) scalars (nomad.well_format.WellFormat attribute) schema (nomad.tool_search.ToolDescriptor attribute) schema_copy() (nomad.tool_search.ToolDescriptor method) scheme (nomad.hub.RepoSpec attribute) SCRIPT nomad-code-mode-exec command line option search() (nomad.tool_search.ToolSearchEngine method) search_code_tools() (nomad.gateway.server.CodeModeGateway method) search_tool (nomad.config.ServerConfig attribute) search_tool_descriptors() (in module nomad.tool_search) SearchToolConfig (class in nomad.config) SearchWeights (class in nomad.config) serve() (nomad.gateway.server.CodeModeGateway method) server (nomad.tool_search.SupportsToolSearch attribute) (nomad.tool_search.ToolDescriptor attribute)

ServerConfig (class in nomad.config) servers (nomad.gateway.config.GatewayConfig attribute) service_name (nomad.config.TelemetryConfig attribute) (nomad.gateway.config.TelemetryConfig attribute) set_name() (nomad.config.ToolConfig method) signature (nomad.tool_search.ToolDescriptor attribute) simple_tool() (nomad.config.ToolConfig class method) source (nomad.torch_tool_manager.ToolState attribute) spatial_dims (nomad.well_format.Domain attribute) stderr (nomad.gateway.sandbox.SandboxResult attribute) stderr_limit (nomad.gateway.config.GatewayRuntimeOptions attribute) (nomad.gateway.config.SandboxLimits attribute) stdout (nomad.gateway.sandbox.SandboxResult attribute) stdout_limit (nomad.gateway.config.GatewayRuntimeOptions attribute) (nomad.gateway.config.SandboxLimits attribute) subpath (nomad.hub.RepoSpec attribute) substring_name (nomad.config.SearchWeights attribute) suffix_name (nomad.config.SearchWeights attribute) SupportsToolSearch (class in nomad.tool_search)

T

t0_fields (nomad.well_format.WellFormat attribute) t1_fields (nomad.well_format.WellFormat attribute) t2_fields (nomad.well_format.WellFormat attribute) tantivy_score (nomad.config.SearchWeights attribute) telemetry (nomad.config.ServerConfig attribute) (nomad.gateway.config.GatewayConfig attribute) TelemetryConfig (class in nomad.config) (class in nomad.gateway.config) TensorField() (in module nomad.well_format) time (nomad.well_format.Domain attribute) time_varying (nomad.well_format.BoundaryCondition attribute) timeout_seconds (nomad.gateway.config.GatewayRuntimeOptions attribute) (nomad.gateway.config.SandboxLimits attribute) title (nomad.tool_search.SupportsToolSearch attribute) (nomad.tool_search.ToolDescriptor attribute) title_field (nomad.config.SearchWeights attribute) to_file() (nomad.well_format.WellFormat method) to_https_spec() (nomad.hub.RepoSpec class method) to_payload() (nomad.tool_search.ToolDescriptor method)

to_wrapper_entry() (nomad.tool_search.ToolDescriptor method) tool (nomad.config.ToolConfig attribute) (nomad.torch_tool_manager.DeviceSlot attribute) (nomad.torch_tool_manager.ToolState attribute) tool_calls (nomad.gateway.sandbox.SandboxResult attribute) tool_kwargs (nomad.config.ToolConfig attribute) tool_manager (nomad.config.ServerConfig attribute) tool_name (nomad.config.TorchModuleConfig attribute) ToolCallError ToolConfig (class in nomad.config) ToolDescriptor (class in nomad.tool_search) ToolManagerConfig (class in nomad.config) ToolParameter (class in nomad.gateway.runtime.wrapper_factory) ToolRequest (class in nomad.torch_tool_manager) tools (nomad.config.ServerConfig attribute) ToolSearchEngine (class in nomad.tool_search) ToolState (class in nomad.torch_tool_manager) TorchModelToolManager (class in nomad.torch_tool_manager) TorchModuleConfig (class in nomad.config) TorchModuleTool (class in nomad.fm_base_tool)

U

uri() (nomad.hub.FileRepoSpec method) (nomad.hub.GitRepoSpec method) (nomad.hub.HuggingFaceRepoSpec method) (nomad.hub.OrasRepoSpec method) (nomad.hub.RepoSpec method)

V

validate_dimensions_and_field_shapes() (nomad.well_format.WellFormat method) validate_mask() (nomad.well_format.BoundaryCondition method)

validate_spatial_dims() (nomad.well_format.Domain method) values (nomad.well_format.BoundaryCondition attribute)

W

weights (nomad.config.SearchToolConfig attribute) WellFormat (class in nomad.well_format) workspace_root (nomad.gateway.config.GatewayRuntimeOptions attribute) (nomad.gateway.config.SandboxLimits attribute)

wrappers_package (nomad.gateway.config.GatewayDefaults attribute) (nomad.gateway.config.GatewayRuntimeOptions attribute) (nomad.tool_search.ToolDescriptor attribute) wrappers_root (nomad.gateway.config.GatewayRuntimeOptions attribute)