> For clean Markdown of any page, append .md to the page URL. > For a complete documentation index, see https://docs.nvidia.com/nemo/gym/v0.7.0/api/reference/api-reference/llms.txt. > For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/gym/_mcp/server. # API Reference ## Docs - [nemo_gym](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym.md) - [nemo_gym.agent_registry](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/agent_registry.md) - [nemo_gym.agent_utils](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/agent_utils.md) - [nemo_gym.agent_utils.process_supervisor](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/agent_utils/process_supervisor.md) - [nemo_gym.agent_utils.sandbox_session](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/agent_utils/sandbox_session.md) - [nemo_gym.agent_utils.supervisor_client](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/agent_utils/supervisor_client.md) - [nemo_gym.agent_utils.uv_bootstrap](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/agent_utils/uv_bootstrap.md) - [nemo_gym.anthropic_converter](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/anthropic_converter.md) - [nemo_gym.anthropic_utils](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/anthropic_utils.md) - [nemo_gym.atif_export](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/atif_export.md) - [nemo_gym.atif_json](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/atif_json.md) - [nemo_gym.atif_reverification](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/atif_reverification.md) - [nemo_gym.atif_v1_7](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/atif_v1_7.md) - [nemo_gym.base_environment_server](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/base_environment_server.md) - [nemo_gym.base_resources_server](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/base_resources_server.md) - [nemo_gym.base_responses_api_agent](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/base_responses_api_agent.md) - [nemo_gym.base_responses_api_model](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/base_responses_api_model.md) - [nemo_gym.batch_status](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/batch_status.md) - [nemo_gym.benchmarks](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/benchmarks.md) - [nemo_gym.chat_streaming](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/chat_streaming.md) - [nemo_gym.cli](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/cli.md) - [nemo_gym.cli.agents](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/cli/agents.md) - [nemo_gym.cli.dataset](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/cli/dataset.md) - [nemo_gym.cli.dev](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/cli/dev.md) - [nemo_gym.cli.env](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/cli/env.md) - [nemo_gym.cli.eval](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/cli/eval.md) - [nemo_gym.cli.general](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/cli/general.md) - [nemo_gym.cli.legacy](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/cli/legacy.md) - [nemo_gym.cli.main](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/cli/main.md) - [nemo_gym.cli.models](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/cli/models.md) - [nemo_gym.cli.resources_servers](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/cli/resources_servers.md) - [nemo_gym.cli.setup_command](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/cli/setup_command.md) - [nemo_gym.cli.utils](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/cli/utils.md) - [nemo_gym.cli_setup_command](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/cli_setup_command.md) - [nemo_gym.comparison](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/comparison.md) - [nemo_gym.comparison.diff](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/comparison/diff.md) - [nemo_gym.comparison.loading](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/comparison/loading.md) - [nemo_gym.comparison.report](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/comparison/report.md) - [nemo_gym.comparison.runner](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/comparison/runner.md) - [nemo_gym.comparison.schema](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/comparison/schema.md) - [nemo_gym.config_types](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/config_types.md) - [nemo_gym.dataset_metrics](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/dataset_metrics.md) - [nemo_gym.dataset_orchestrator](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/dataset_orchestrator.md) - [nemo_gym.decorators](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/decorators.md) - [nemo_gym.deliverables](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/deliverables.md) - [nemo_gym.discovery](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/discovery.md) - [nemo_gym.environment](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/environment.md) - [nemo_gym.environment.manifest](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/environment/manifest.md) - [nemo_gym.environment.onboarding](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/environment/onboarding.md) - [nemo_gym.environment.publication](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/environment/publication.md) - [nemo_gym.environment.scaffold](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/environment/scaffold.md) - [nemo_gym.environment.validation](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/environment/validation.md) - [nemo_gym.episode_types](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/episode_types.md) - [nemo_gym.eval_plan](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/eval_plan.md) - [nemo_gym.exporters](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/exporters.md) - [nemo_gym.exporters.base](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/exporters/base.md) - [nemo_gym.exporters.mlflow](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/exporters/mlflow.md) - [nemo_gym.exporters.wandb](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/exporters/wandb.md) - [nemo_gym.failure_kinds](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/failure_kinds.md) - [nemo_gym.gitlab_utils](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/gitlab_utils.md) - [nemo_gym.global_config](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/global_config.md) - [nemo_gym.h2_ping_sidecar](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/h2_ping_sidecar.md) - [nemo_gym.h2_ping_sidecar.config](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/h2_ping_sidecar/config.md) - [nemo_gym.h2_ping_sidecar.launcher](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/h2_ping_sidecar/launcher.md) - [nemo_gym.harness_capabilities](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/harness_capabilities.md) - [nemo_gym.harness_capabilities.behavior](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/harness_capabilities/behavior.md) - [nemo_gym.harness_capabilities.checker](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/harness_capabilities/checker.md) - [nemo_gym.harness_capabilities.checks](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/harness_capabilities/checks.md) - [nemo_gym.harness_capabilities.cli](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/harness_capabilities/cli.md) - [nemo_gym.harness_capabilities.contracts](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/harness_capabilities/contracts.md) - [nemo_gym.harness_capabilities.health](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/harness_capabilities/health.md) - [nemo_gym.harness_capabilities.results](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/harness_capabilities/results.md) - [nemo_gym.health](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/health.md) - [nemo_gym.health.checks](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/health/checks.md) - [nemo_gym.health.types](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/health/types.md) - [nemo_gym.hf_utils](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/hf_utils.md) - [nemo_gym.judge](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/judge.md) - [nemo_gym.mcp_auto_exposure](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/mcp_auto_exposure.md) - [nemo_gym.metrics_config](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/metrics_config.md) - [nemo_gym.model_registry](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/model_registry.md) - [nemo_gym.openai_utils](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/openai_utils.md) - [nemo_gym.orchestration](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/orchestration.md) - [nemo_gym.orchestration.api](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/orchestration/api.md) - [nemo_gym.orchestration.executors](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/orchestration/executors.md) - [nemo_gym.orchestration.executors.base](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/orchestration/executors/base.md) - [nemo_gym.orchestration.executors.connection](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/orchestration/executors/connection.md) - [nemo_gym.orchestration.executors.git_ref](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/orchestration/executors/git_ref.md) - [nemo_gym.orchestration.executors.otel](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/orchestration/executors/otel.md) - [nemo_gym.orchestration.executors.resume_script](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/orchestration/executors/resume_script.md) - [nemo_gym.orchestration.executors.script_templates](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/orchestration/executors/script_templates.md) - [nemo_gym.orchestration.executors.slurm](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/orchestration/executors/slurm.md) - [nemo_gym.orchestration.executors.slurm_script](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/orchestration/executors/slurm_script.md) - [nemo_gym.orchestration.executors.utils](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/orchestration/executors/utils.md) - [nemo_gym.orchestration.jobs](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/orchestration/jobs.md) - [nemo_gym.orchestration.ray_serve_gateway](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/orchestration/ray_serve_gateway.md) - [nemo_gym.orchestration.submit](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/orchestration/submit.md) - [nemo_gym.package_info](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/package_info.md) - [nemo_gym.path_utils](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/path_utils.md) - [nemo_gym.profiling](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/profiling.md) - [nemo_gym.prompt](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/prompt.md) - [nemo_gym.registry](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/registry.md) - [nemo_gym.resources_server_registry](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/resources_server_registry.md) - [nemo_gym.responses_converter](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/responses_converter.md) - [nemo_gym.responses_streaming](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/responses_streaming.md) - [nemo_gym.reward_profile](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/reward_profile.md) - [nemo_gym.rollout_collection](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/rollout_collection.md) - [nemo_gym.rollout_correlation](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/rollout_correlation.md) - [nemo_gym.rollout_health](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/rollout_health.md) - [nemo_gym.rollout_observability](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/rollout_observability.md) - [nemo_gym.rollout_outcomes](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/rollout_outcomes.md) - [nemo_gym.rollout_reverification](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/rollout_reverification.md) - [nemo_gym.runtime_dir](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/runtime_dir.md) - [nemo_gym.sandbox](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox.md) - [nemo_gym.sandbox.access](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/access.md) - [nemo_gym.sandbox.adapters](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/adapters.md) - [nemo_gym.sandbox.adapters.docker_compose](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/adapters/docker_compose.md) - [nemo_gym.sandbox.agent_tools](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/agent_tools.md) - [nemo_gym.sandbox.api](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/api.md) - [nemo_gym.sandbox.attribution](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/attribution.md) - [nemo_gym.sandbox.config](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/config.md) - [nemo_gym.sandbox.providers](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers.md) - [nemo_gym.sandbox.providers.apptainer](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/apptainer.md) - [nemo_gym.sandbox.providers.apptainer.provider](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/apptainer/provider.md) - [nemo_gym.sandbox.providers.base](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/base.md) - [nemo_gym.sandbox.providers.daytona](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/daytona.md) - [nemo_gym.sandbox.providers.daytona.provider](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/daytona/provider.md) - [nemo_gym.sandbox.providers.docker](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/docker.md) - [nemo_gym.sandbox.providers.docker.provider](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/docker/provider.md) - [nemo_gym.sandbox.providers.e2b](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/e2b.md) - [nemo_gym.sandbox.providers.e2b.build](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/e2b/build.md) - [nemo_gym.sandbox.providers.e2b.provider](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/e2b/provider.md) - [nemo_gym.sandbox.providers.ecs_fargate](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/ecs_fargate.md) - [nemo_gym.sandbox.providers.ecs_fargate.engine](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/ecs_fargate/engine.md) - [nemo_gym.sandbox.providers.ecs_fargate.provider](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/ecs_fargate/provider.md) - [nemo_gym.sandbox.providers.enroot](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/enroot.md) - [nemo_gym.sandbox.providers.enroot.provider](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/enroot/provider.md) - [nemo_gym.sandbox.providers.local](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/local.md) - [nemo_gym.sandbox.providers.local.provider](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/local/provider.md) - [nemo_gym.sandbox.providers.opensandbox](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/opensandbox.md) - [nemo_gym.sandbox.providers.opensandbox.cleanup_sandboxes](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/opensandbox/cleanup_sandboxes.md) - [nemo_gym.sandbox.providers.opensandbox.provider](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/opensandbox/provider.md) - [nemo_gym.sandbox.providers.opensandbox.pty](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/opensandbox/pty.md) - [nemo_gym.sandbox.providers.opensandbox.snapshots](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/opensandbox/snapshots.md) - [nemo_gym.sandbox.providers.openshell](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/openshell.md) - [nemo_gym.sandbox.providers.openshell.provider](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/openshell/provider.md) - [nemo_gym.sandbox.providers.registry](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/registry.md) - [nemo_gym.sandbox.providers.utils](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/providers/utils.md) - [nemo_gym.sandbox.shell](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/shell.md) - [nemo_gym.sandbox.utils](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/sandbox/utils.md) - [nemo_gym.secret_utils](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/secret_utils.md) - [nemo_gym.server_metadata](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/server_metadata.md) - [nemo_gym.server_status](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/server_status.md) - [nemo_gym.server_utils](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/server_utils.md) - [nemo_gym.single_agent_turn_types](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/single_agent_turn_types.md) - [nemo_gym.skills](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/skills.md) - [nemo_gym.task_data](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/task_data.md) - [nemo_gym.task_materialization](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/task_materialization.md) - [nemo_gym.tasks](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/tasks.md) - [nemo_gym.tasks.harbor](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/tasks/harbor.md) - [nemo_gym.tasks.harbor.cli](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/tasks/harbor/cli.md) - [nemo_gym.tasks.harbor.digest](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/tasks/harbor/digest.md) - [nemo_gym.tasks.harbor.dockerfile](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/tasks/harbor/dockerfile.md) - [nemo_gym.tasks.harbor.hub](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/tasks/harbor/hub.md) - [nemo_gym.tasks.harbor.materialize](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/tasks/harbor/materialize.md) - [nemo_gym.tasks.harbor.models](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/tasks/harbor/models.md) - [nemo_gym.tasks.harbor.task](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/tasks/harbor/task.md) - [nemo_gym.telemetry](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/telemetry.md) - [nemo_gym.telemetry.config](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/telemetry/config.md) - [nemo_gym.telemetry.connection_pool](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/telemetry/connection_pool.md) - [nemo_gym.telemetry.contrib](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/telemetry/contrib.md) - [nemo_gym.telemetry.endpoints](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/telemetry/endpoints.md) - [nemo_gym.telemetry.gym_metrics](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/telemetry/gym_metrics.md) - [nemo_gym.telemetry.memory](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/telemetry/memory.md) - [nemo_gym.telemetry.metrics](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/telemetry/metrics.md) - [nemo_gym.telemetry.observer](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/telemetry/observer.md) - [nemo_gym.telemetry.resources_operations](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/telemetry/resources_operations.md) - [nemo_gym.telemetry.setup](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/telemetry/setup.md) - [nemo_gym.telemetry.span_groups](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/telemetry/span_groups.md) - [nemo_gym.telemetry.spans](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/telemetry/spans.md) - [nemo_gym.telemetry.startup](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/telemetry/startup.md) - [nemo_gym.testing](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/testing.md) - [nemo_gym.testing.session_conformance](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/testing/session_conformance.md) - [nemo_gym.token_id_capture](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture.md) - [nemo_gym.token_id_capture.adapters](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/adapters.md) - [nemo_gym.token_id_capture.adapters.megatron](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/adapters/megatron.md) - [nemo_gym.token_id_capture.adapters.vllm](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/adapters/vllm.md) - [nemo_gym.token_id_capture.builder](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/builder.md) - [nemo_gym.token_id_capture.config](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/config.md) - [nemo_gym.token_id_capture.conformance](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/conformance.md) - [nemo_gym.token_id_capture.consumer](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/consumer.md) - [nemo_gym.token_id_capture.control_routes](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/control_routes.md) - [nemo_gym.token_id_capture.delivery](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/delivery.md) - [nemo_gym.token_id_capture.external_capture](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/external_capture.md) - [nemo_gym.token_id_capture.fingerprint](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/fingerprint.md) - [nemo_gym.token_id_capture.lineage](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/lineage.md) - [nemo_gym.token_id_capture.protocols](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/protocols.md) - [nemo_gym.token_id_capture.records](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/records.md) - [nemo_gym.token_id_capture.sink](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/sink.md) - [nemo_gym.token_id_capture.staging](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/staging.md) - [nemo_gym.token_id_capture.staging.capture](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/staging/capture.md) - [nemo_gym.token_id_capture.staging.conformance](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/staging/conformance.md) - [nemo_gym.token_id_capture.staging.digest](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/staging/digest.md) - [nemo_gym.token_id_capture.staging.protocols](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/staging/protocols.md) - [nemo_gym.token_id_capture.staging.rebuild](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/staging/rebuild.md) - [nemo_gym.token_id_capture.staging.records](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/staging/records.md) - [nemo_gym.token_id_capture.staging.routes](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/staging/routes.md) - [nemo_gym.token_id_capture.staging.terminal](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/staging/terminal.md) - [nemo_gym.token_id_capture.store](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/store.md) - [nemo_gym.token_id_capture.terminal](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/token_id_capture/terminal.md) - [nemo_gym.tool_access](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/tool_access.md) - [nemo_gym.train_data_utils](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/train_data_utils.md) - [nemo_gym.verifier_fixture](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/verifier_fixture.md) - [nemo_gym.vision_input](https://docs.nvidia.com/nemo/gym/v0.7.0/nemo-gym/nemo_gym/vision_input.md) > **Note:** This page contains both a page directory (above) and the landing page content (below). The page directory is generated for agent use and does not appear on the landing page. > For clean Markdown of any page, append .md to the page URL. > For a complete documentation index, see https://docs.nvidia.com/nemo/gym/v0.7.0/api/reference/api-reference/llms.txt. > For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/gym/_mcp/server. # API Reference > Auto-generated Python API reference for the nemo_gym library. Auto-generated reference documentation for the `nemo_gym` Python package. This reference is built from docstrings in the [source code](https://github.com/NVIDIA-NeMo/Gym/tree/main/nemo_gym). Browse the sidebar to explore modules, classes, and functions. ## Key Modules | Module | Description | | ----------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------- | | `nemo_gym.base_resources_server` | Base classes for building resources servers (`SimpleResourcesServer`, `BaseVerifyRequest`, `BaseVerifyResponse`, `BaseMultiRewardVerifyResponse`) | | `nemo_gym.base_responses_api_agent` | Base classes for building agent servers (`SimpleResponsesAPIAgent`) | | `nemo_gym.base_responses_api_model` | Base classes for building model servers (`SimpleResponsesAPIModel`) | | `nemo_gym.config_types` | Pydantic configuration models for servers, datasets, and CLI | | `nemo_gym.server_utils` | Server utilities, HTTP client, and middleware | | `nemo_gym.openai_utils` | OpenAI API client wrapper | | `nemo_gym.sandbox` | Provider-neutral sandbox API for isolated command execution and file transfer |