# Nebius AI Cloud documentation

> Nebius AI Cloud is a cloud platform built for AI workloads: GPU compute and InfiniBand clusters, managed Kubernetes and Slurm, object storage, networking, inference and other AI services.
> This file maps its documentation at docs.nebius.com for coding and research agents.
> Read the operating instructions directly below first — they explain how to search the corpus, fetch any page as raw Markdown, and drive the `nebius` CLI — then use the link map that follows.

## Working with these docs as an agent

Every documentation page is available as raw Markdown: take any `https://docs.nebius.com/...` page URL and append `.md` (for example `https://docs.nebius.com/compute/quickstart.md`).
Fetch the `.md` form, never the rendered HTML.

### Search and read the docs over MCP (no install, no auth)

The docs ship a Mintlify MCP server at `https://docs.nebius.com/mcp`.
It is stateless JSON-RPC over HTTP `POST` — no `initialize`, no session, no key.
Call it straight from a shell.
`Accept` must include `text/event-stream`; results arrive as SSE `data:` lines, and the text sits at `result.content[].text`.

Two read tools:

- `search_nebius_ai_cloud` — arg `query` (natural language).
  Ranked hits with title, link, and section path.
  Use this when you do not know the exact page.
- `query_docs_filesystem_nebius_ai_cloud` — arg `command`.
  A read-only shell (`ls find cat head grep -n sed -n awk` and pipes) over an in-memory mirror of the whole site rooted at `/`.
  Use absolute paths; no working directory persists between calls.
  Use this to locate a literal, then slice exact lines.

```bash
curl -sS https://docs.nebius.com/mcp \
  -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"search_nebius_ai_cloud","arguments":{"query":"create a GPU cluster with InfiniBand"}}}' \
  | sed -n 's/^data: //p' | python3 -c 'import sys,json
[print(c["text"]) for l in sys.stdin for c in json.loads(l).get("result",{}).get("content",[])]'
```

Swap `name`/`arguments` for the filesystem tool, e.g. `{"name":"query_docs_filesystem_nebius_ai_cloud","arguments":{"command":"grep -rln \"security group\" /vpc"}}`.

### Nebius CLI

The CLI binary is `nebius`.
Its command reference is machine-generated and self-documenting, so **discover commands and flags by running them**, not by reading reference pages:

```bash
nebius --help                                  # top-level services
nebius compute --help                          # a service's resources
nebius compute instance create --help          # a command's flags
```

Read the CLI *guides* for concepts and setup — install, configure, quickstart, interactive mode, JSONPath output, exit codes (linked in the map below).
Skip the per-command reference tree; `--help` is faster and always accurate to the installed binary.

### Nebius API and SDKs

Nebius AI Cloud provides `.proto` definitions of its gRPC API and SDKs for Go, Python, and TypeScript (ECMAScript). Access them from GitHub repositories:

- https://raw.githubusercontent.com/nebius/api/refs/heads/main/README.md
- https://raw.githubusercontent.com/nebius/gosdk/refs/heads/main/README.md
- https://raw.githubusercontent.com/nebius/pysdk/refs/heads/main/README.md
- https://raw.githubusercontent.com/nebius/js-sdk/refs/heads/main/README.md

### Terraform provider

Provider config and the resource/data-source schemas are generated reference.
Fetch any schema directly as Markdown:

`https://docs.nebius.com/terraform-provider/reference/resources/<name>.md` (also `.../data-sources/<name>.md`, `.../ephemeral-resources/<name>.md`).

Available schema names:

- Resources: `applications_v1alpha1_k8s_release`, `capacity_v1_capacity_allowance`, `compute_v1_disk`, `compute_v1_disk_snapshot`, `compute_v1_filesystem`, `compute_v1_gpu_cluster`, `compute_v1_instance`, `compute_v1_nvl_instance_group`, `dns_v1_record`, `dns_v1_zone`, `hash`, `iam_v1_access_permit`, `iam_v1_auth_public_key`, `iam_v1_federated_credentials`, `iam_v1_federation`, `iam_v1_federation_certificate`, `iam_v1_group`, `iam_v1_group_membership`, `iam_v1_invitation`, `iam_v1_service_account`, `iam_v2_access_key`, `iam_v2_project`, `kms_v1_asymmetric_key`, `kms_v1_symmetric_key`, `mk8s_v1_cluster`, `mk8s_v1_node_group`, `mk8s_v1alpha1_cluster`, `mk8s_v1alpha1_node_group`, `msp_mlflow_v1alpha1_cluster`, `msp_postgresql_v1alpha1_cluster`, `mysterybox_v1_secret`, `mysterybox_v1_secret_version`, `quotas_v1_quota_allowance`, `registry_v1_registry`, `storage_v1_bucket`, `storage_v1_transfer`, `storage_v1alpha1_transfer`, `tunnel_v1_tunnel`, `vpc_v1_allocation`, `vpc_v1_network`, `vpc_v1_pool`, `vpc_v1_route`, `vpc_v1_route_table`, `vpc_v1_security_group`, `vpc_v1_security_rule`, `vpc_v1_subnet`, `vpc_v1alpha1_allocation`
- Data sources: `applications_v1alpha1_k8s_release`, `capacity_v1_capacity_allowance`, `capacity_v1_capacity_block_group`, `compute_v1_disk`, `compute_v1_disk_snapshot`, `compute_v1_filesystem`, `compute_v1_gpu_cluster`, `compute_v1_image`, `compute_v1_instance`, `compute_v1_nvl_instance_group`, `dns_v1_record`, `dns_v1_zone`, `iam_v1_access_permit`, `iam_v1_auth_public_key`, `iam_v1_federated_credentials`, `iam_v1_federation`, `iam_v1_federation_certificate`, `iam_v1_group`, `iam_v1_group_membership`, `iam_v1_invitation`, `iam_v1_project`, `iam_v1_service_account`, `iam_v1_tenant`, `iam_v1_tenant_user_account`, `iam_v2_access_key`, `iam_v2_project`, `iam_v2_tenant`, `kms_v1_asymmetric_key`, `kms_v1_symmetric_key`, `mk8s_v1_cluster`, `mk8s_v1_node_group`, `mk8s_v1alpha1_cluster`, `mk8s_v1alpha1_node_group`, `msp_mlflow_v1alpha1_cluster`, `msp_postgresql_v1alpha1_cluster`, `mysterybox_v1_secret`, `mysterybox_v1_secret_payload_entry`, `mysterybox_v1_secret_version`, `parent_id`, `quotas_v1_quota_allowance`, `registry_v1_registry`, `storage_v1_bucket`, `storage_v1_transfer`, `storage_v1alpha1_transfer`, `tunnel_v1_tunnel`, `vpc_v1_allocation`, `vpc_v1_network`, `vpc_v1_pool`, `vpc_v1_route`, `vpc_v1_route_table`, `vpc_v1_security_group`, `vpc_v1_security_rule`, `vpc_v1_subnet`, `vpc_v1alpha1_allocation`, `vpc_v1alpha1_network`, `vpc_v1alpha1_pool`, `vpc_v1alpha1_scope`, `vpc_v1alpha1_subnet`
- Ephemeral resources: `iam_token`, `iam_v2_access_key_secret`, `mysterybox_v1_secret_payload`, `mysterybox_v1_secret_payload_entry`

## Compute

### Virtual machines

- [Compute](https://docs.nebius.com/compute/index.md)
- [Getting started with Compute: Create your first Nebius AI Cloud virtual machine](https://docs.nebius.com/compute/quickstart.md)
- [Getting started with Compute: Host an LLM on Nebius AI Cloud](https://docs.nebius.com/compute/quickstart-host-model.md)
- [Types of virtual machines and GPUs in Nebius AI Cloud](https://docs.nebius.com/compute/virtual-machines/types.md)
- [How to find out platforms and presets available in a project](https://docs.nebius.com/compute/virtual-machines/list-platforms.md)
- [How to create a virtual machine in Nebius AI Cloud](https://docs.nebius.com/compute/virtual-machines/manage.md)
- [Preemptible virtual machines](https://docs.nebius.com/compute/virtual-machines/preemptible.md)
- [Containers over Compute virtual machines](https://docs.nebius.com/compute/virtual-machines/containers.md)
- [Parameters of a virtual machine configuration in Compute](https://docs.nebius.com/compute/virtual-machines/params.md)
- [Maintenance of Compute virtual machines](https://docs.nebius.com/compute/virtual-machines/maintenance.md)
- [Maintenance reasons in Nebius AI Cloud](https://docs.nebius.com/compute/virtual-machines/maintenance-reasons.md)
- [How to stop and start Compute virtual machines](https://docs.nebius.com/compute/virtual-machines/stop-start.md)
- [Lifecycle of a Compute virtual machine](https://docs.nebius.com/compute/virtual-machines/lifecycle.md)
- [How to enable automatic security updates](https://docs.nebius.com/compute/storage/automatic-updates.md)
- [Private and public IP addresses of Compute virtual machines](https://docs.nebius.com/compute/virtual-machines/network.md)
- [Tuning TCP window sizes on Linux virtual machines](https://docs.nebius.com/compute/virtual-machines/tcp-window-tuning.md)
- [FQDN and hostname of a virtual machine](https://docs.nebius.com/compute/virtual-machines/fqdn.md)
- [How to generate SSH keys](https://docs.nebius.com/compute/virtual-machines/ssh-keys.md)
- [How to connect to virtual machines in Nebius AI Cloud](https://docs.nebius.com/compute/virtual-machines/connect.md)
- [Creating a jump server with WireGuard installed on it](https://docs.nebius.com/compute/virtual-machines/wireguard.md)
- [InfiniBand™ networking for Compute virtual machines with GPUs](https://docs.nebius.com/compute/clusters/gpu/index.md)
- [How to test a GPU cluster physical state in Compute](https://docs.nebius.com/compute/clusters/gpu/test.md)
- [InfiniBand™ topology of a GPU cluster](https://docs.nebius.com/compute/clusters/gpu/topology/index.md)
- [Working with InfiniBand™ topology of a GPU cluster](https://docs.nebius.com/compute/clusters/gpu/topology/manage.md)
- [Managing applications with the Virtual machine deployment option](https://docs.nebius.com/compute/virtual-machines/applications.md)
- [Running applications and custom containers on virtual machines](https://docs.nebius.com/compute/virtual-machines/applications-containers.md)
- [Capacity advisor for GPU availability in Nebius AI Cloud](https://docs.nebius.com/compute/virtual-machines/capacity-advisor.md)
- [Capacity reservations for Compute virtual machines](https://docs.nebius.com/compute/virtual-machines/reservations.md)
- [Running AI workloads on VMs](https://docs.nebius.com/compute/clusters/ai-workloads.md)
- [Types of storage volumes in Compute](https://docs.nebius.com/compute/storage/types.md)
- [Managing Compute volumes](https://docs.nebius.com/compute/storage/manage.md)
- [Boot disk images for Compute virtual machines](https://docs.nebius.com/compute/storage/boot-disk-images.md)
- [Creating custom boot disk images](https://docs.nebius.com/compute/storage/custom-disk-images.md)
- [Creating boot disk images with Packer](https://docs.nebius.com/compute/storage/packer.md)
- [Importing your own image into Compute](https://docs.nebius.com/compute/storage/import-image.md)
- [Recommendations for configuring custom images in Compute](https://docs.nebius.com/compute/storage/image-recommendations.md)
- [Managing disk snapshots in Compute](https://docs.nebius.com/compute/storage/disk-snapshots.md)
- [Attaching and mounting Compute volumes to VMs](https://docs.nebius.com/compute/storage/use.md)
- [How to detach additional volumes from virtual machines](https://docs.nebius.com/compute/storage/detach-volume.md)
- [Exporting data from Compute disks and shared filesystems](https://docs.nebius.com/compute/storage/export.md)
- [Using local SSD disks on Compute virtual machines](https://docs.nebius.com/compute/storage/local-disks.md)
- [Monitoring virtual machines in Nebius AI Cloud](https://docs.nebius.com/compute/monitoring/virtual-machines.md)
- [Viewing serial logs of virtual machines](https://docs.nebius.com/compute/monitoring/serial-logs.md)
- [Monitoring volumes in Nebius AI Cloud](https://docs.nebius.com/compute/monitoring/volumes.md)
- [Using the serial console for virtual machines in Nebius AI Cloud](https://docs.nebius.com/compute/virtual-machines/serial-console.md)
- [\"Not enough resources\" error for virtual machines in Nebius AI Cloud](https://docs.nebius.com/compute/virtual-machines/not-enough-resources.md)
- [CUDA initialization error on virtual machines in Nebius AI Cloud](https://docs.nebius.com/compute/virtual-machines/cuda-init-error.md)
- [Charging for a virtual machine that was stopped by using Linux commands](https://docs.nebius.com/compute/virtual-machines/stopped-with-linux-commands.md)
- [How to collect diagnostic logs from Compute virtual machines](https://docs.nebius.com/compute/virtual-machines/logs.md)
- [Virtual machine is unreachable due to a Docker subnet conflict](https://docs.nebius.com/compute/virtual-machines/docker-subnet-conflict.md)
- [How to inspect a VM and attach its boot disk to another VM](https://docs.nebius.com/compute/virtual-machines/inspect-boot-disk.md)
- [Deleting a Compute virtual machine](https://docs.nebius.com/compute/virtual-machines/delete.md)
- [How to access VM metadata](https://docs.nebius.com/compute/virtual-machines/instance-metadata.md)
- [Quotas in Compute](https://docs.nebius.com/compute/resources/quotas-limits.md)
- [Compute pricing in Nebius AI Cloud](https://docs.nebius.com/compute/resources/pricing.md)

### Slurm and Soperator in Nebius AI Cloud

- [Slurm and Soperator in Nebius AI Cloud](https://docs.nebius.com/slurm-soperator/index.md)
- [Combining Slurm and Kubernetes by using Soperator](https://docs.nebius.com/slurm-soperator/overview/why-slurm-soperator.md)
- [Soperator cluster architecture](https://docs.nebius.com/slurm-soperator/overview/architecture.md)
- [Deploying Soperator clusters](https://docs.nebius.com/slurm-soperator/deploy/overview.md)
- [Ephemeral nodes in Soperator](https://docs.nebius.com/slurm-soperator/capacity/ephemeral-nodes.md)
- [Moving capacity between training and inference workloads](https://docs.nebius.com/slurm-soperator/capacity/move-capacity.md)
- [Creating and deleting Soperator clusters in Managed Service for Soperator](https://docs.nebius.com/slurm-soperator/managed-soperator/manage.md)
- [Stopping and starting Soperator clusters in Managed Service for Soperator](https://docs.nebius.com/slurm-soperator/managed-soperator/stop-start.md)
- [Managed Service for Soperator service nodes](https://docs.nebius.com/slurm-soperator/managed-soperator/service-nodes.md)
- [Quotas in Managed Service for Soperator](https://docs.nebius.com/slurm-soperator/managed-soperator/resources/quotas.md)
- [Pricing in Managed Service for Soperator](https://docs.nebius.com/slurm-soperator/managed-soperator/resources/pricing.md)
- [Connecting to login and worker nodes](https://docs.nebius.com/slurm-soperator/clusters/connect.md)
- [Running Slurm batch jobs](https://docs.nebius.com/slurm-soperator/jobs/index.md)
- [Running jobs in containers in Soperator clusters](https://docs.nebius.com/slurm-soperator/jobs/containers/index.md)
- [Running jobs in containers by using Enroot and Pyxis](https://docs.nebius.com/slurm-soperator/jobs/containers/pyxis-enroot.md)
- [Running jobs in containers by using Apptainer](https://docs.nebius.com/slurm-soperator/jobs/containers/apptainer.md)
- [Running jobs in containers by using Docker](https://docs.nebius.com/slurm-soperator/jobs/containers/docker.md)
- [Managing jobs in Soperator clusters](https://docs.nebius.com/slurm-soperator/jobs/manage.md)
- [Running the all-reduce NCCL performance test in Soperator clusters](https://docs.nebius.com/slurm-soperator/jobs/examples/nccl-all-reduce.md)
- [Health management of worker nodes in Soperator clusters](https://docs.nebius.com/slurm-soperator/worker-nodes-health.md)
- [Downloading data in Soperator clusters](https://docs.nebius.com/slurm-soperator/storage/download-data.md)
- [Managing file access in a Soperator cluster](https://docs.nebius.com/slurm-soperator/storage/manage-access.md)
- [Managing users in a Soperator cluster](https://docs.nebius.com/slurm-soperator/users/manage.md)
- [How to monitor job and node statuses in a Soperator cluster](https://docs.nebius.com/slurm-soperator/monitoring/statuses.md)
- [Monitoring metrics of Soperator clusters](https://docs.nebius.com/slurm-soperator/monitoring/metrics.md)
- [Viewing logs of Soperator clusters](https://docs.nebius.com/slurm-soperator/monitoring/logs.md)

### Managed Service for Kubernetes®

- [Managed Service for Kubernetes®](https://docs.nebius.com/kubernetes/index.md)
- [How to get started with Managed Service for Kubernetes®: Create your first cluster for Kubernetes](https://docs.nebius.com/kubernetes/quickstart.md)
- [Components in Managed Service for Kubernetes®](https://docs.nebius.com/kubernetes/components.md)
- [Kubernetes® versions in Managed Service for Kubernetes](https://docs.nebius.com/kubernetes/versions.md)
- [Setting and upgrading Kubernetes® versions in Managed Service for Kubernetes](https://docs.nebius.com/kubernetes/manage-versions.md)
- [Kubernetes® version deprecation policy in Managed Service for Kubernetes](https://docs.nebius.com/kubernetes/version-deprecation.md)
- [How to create and modify Managed Service for Kubernetes® clusters](https://docs.nebius.com/kubernetes/clusters/manage.md)
- [Creating and modifying Managed Service for Kubernetes® node groups](https://docs.nebius.com/kubernetes/node-groups/manage.md)
- [kubeReserved values on worker nodes in Managed Service for Kubernetes®](https://docs.nebius.com/kubernetes/node-groups/kube-reserved.md)
- [Capacity reservations for Managed Service for Kubernetes® node groups](https://docs.nebius.com/kubernetes/node-groups/reservations.md)
- [Maintenance in Managed Service for Kubernetes®](https://docs.nebius.com/kubernetes/maintenance/index.md)
- [Managing maintenance in Managed Service for Kubernetes®](https://docs.nebius.com/kubernetes/maintenance/manage.md)
- [Health checks and automatic recovery of Managed Service for Kubernetes® nodes](https://docs.nebius.com/kubernetes/maintenance/health-checks.md)
- [How to enable or disable health checks in a Managed Service for Kubernetes® cluster](https://docs.nebius.com/kubernetes/maintenance/enable-disable-health-checks.md)
- [How to connect to Managed Service for Kubernetes® clusters using kubectl](https://docs.nebius.com/kubernetes/connect.md)
- [Network requirements for Managed Service for Kubernetes® clusters](https://docs.nebius.com/kubernetes/networking/requirements.md)
- [Access restriction for a public endpoint of a Managed Service for Kubernetes® cluster](https://docs.nebius.com/kubernetes/networking/limit-access-to-public-endpoint.md)
- [Security groups in Managed Service for Kubernetes®](https://docs.nebius.com/kubernetes/networking/security-groups.md)
- [How to assign security groups to a node group in Managed Service for Kubernetes®](https://docs.nebius.com/kubernetes/networking/assign-security-groups.md)
- [Exposing services with load balancers](https://docs.nebius.com/kubernetes/clusters/load-balancer.md)
- [How to use a non-default subnet for Managed Service for Kubernetes® clusters and node groups](https://docs.nebius.com/kubernetes/networking/non-default-subnet.md)
- [How to create a fixed set of public IP addresses for a node group](https://docs.nebius.com/kubernetes/networking/defined-ips.md)
- [How to convert a dynamically assigned public IP address to a reusable allocation](https://docs.nebius.com/kubernetes/networking/dynamic-to-static.md)
- [Networking add-ons in Managed Service for Kubernetes®](https://docs.nebius.com/kubernetes/networking/add-ons.md)
- [Setting up NodeLocal DNSCache with Cilium network policy controller in Managed Service for Kubernetes®](https://docs.nebius.com/kubernetes/networking/nodelocal-dns-cache.md)
- [Pulling images from Container Registry for workloads in Managed Service for Kubernetes® clusters](https://docs.nebius.com/kubernetes/workloads/images-container-registry.md)
- [Working with GPUs in the Managed Service for Kubernetes®](https://docs.nebius.com/kubernetes/gpu/set-up.md)
- [Interconnecting GPUs in Managed Service for Kubernetes® clusters using InfiniBand™](https://docs.nebius.com/kubernetes/gpu/clusters.md)
- [Topology-aware scheduling for GPU workloads in Managed Service for Kubernetes®](https://docs.nebius.com/kubernetes/gpu/topology-aware-scheduling.md)
- [Running NCCL tests in a Managed Service for Kubernetes® cluster with InfiniBand™-connected GPUs](https://docs.nebius.com/kubernetes/gpu/nccl-test.md)
- [Managing AI workloads across Managed Service for Kubernetes® clusters with SkyPilot](https://docs.nebius.com/kubernetes/skypilot.md)
- [Mounting disks to Pods in a Managed Service for Kubernetes® cluster](https://docs.nebius.com/kubernetes/storage/disk-over-csi.md)
- [Mounting shared filesystems to Pods in a Managed Service for Kubernetes® cluster](https://docs.nebius.com/kubernetes/storage/filesystem-over-csi.md)
- [Deploying and deleting applications for Managed Service for Kubernetes®](https://docs.nebius.com/kubernetes/manage-applications.md)
- [Monitoring clusters and nodes in Managed Service for Kubernetes®](https://docs.nebius.com/kubernetes/monitoring.md)
- [Logs in Managed Service for Kubernetes®](https://docs.nebius.com/kubernetes/logs.md)
- [Autoscaling in Managed Service for Kubernetes](https://docs.nebius.com/kubernetes/node-groups/autoscaling.md)
- [Moving workload from the existing node group](https://docs.nebius.com/kubernetes/node-groups/moving-workload.md)
- [\"Unable to allocate CIDR from the pool\" error](https://docs.nebius.com/kubernetes/troubleshooting/cidr-allocation-error.md)
- [How to collect diagnostic logs from Managed Service for Kubernetes® nodes](https://docs.nebius.com/kubernetes/troubleshooting/logs.md)
- [Managed Service for Kubernetes® quotas and constraints](https://docs.nebius.com/kubernetes/resources/quotas-limits.md)
- [Pricing in Managed Service for Kubernetes®](https://docs.nebius.com/kubernetes/resources/pricing.md)

## Storage

### Object Storage

- [Object Storage](https://docs.nebius.com/object-storage/index.md)
- [About Object Storage](https://docs.nebius.com/object-storage/overview.md)
- [How to get started with Object Storage: Create your first bucket](https://docs.nebius.com/object-storage/quickstart.md)
- [How to manage Object Storage buckets](https://docs.nebius.com/object-storage/buckets/manage.md)
- [How to manage object versioning in a bucket](https://docs.nebius.com/object-storage/buckets/versioning.md)
- [Uploading and downloading objects in Object Storage](https://docs.nebius.com/object-storage/objects/upload-download.md)
- [Managing objects in Object Storage buckets](https://docs.nebius.com/object-storage/objects/manage.md)
- [Actions supported by Object Storage roles](https://docs.nebius.com/object-storage/supported-actions.md)
- [Bucket policies in Object Storage](https://docs.nebius.com/object-storage/buckets/bucket-policy.md)
- [Storage classes in Object Storage](https://docs.nebius.com/object-storage/storage-classes.md)
- [How to configure a storage class in Object Storage](https://docs.nebius.com/object-storage/configure-storage-classes.md)
- [Lifecycle rules for objects in Object Storage](https://docs.nebius.com/object-storage/objects/lifecycles.md)
- [How to configure lifecycle rules in Object Storage](https://docs.nebius.com/object-storage/objects/configure-lifecycle-rules.md)
- [Performance and cost-efficiency best practices in Object Storage](https://docs.nebius.com/object-storage/performance-cost-best-practices.md)
- [Performance benchmark tests with Warp in Object Storage](https://docs.nebius.com/object-storage/performance/benchmark.md)
- [How data transfers work in Object Storage](https://docs.nebius.com/object-storage/transfer/overview.md)
- [Bucket requirements for data transfers](https://docs.nebius.com/object-storage/transfer/requirements.md)
- [Creating and launching data transfers in Object Storage](https://docs.nebius.com/object-storage/transfer/launch.md)
- [Managing data transfers](https://docs.nebius.com/object-storage/transfer/manage.md)
- [Data transfer types and stop conditions](https://docs.nebius.com/object-storage/transfer/stop-condition.md)
- [Access to buckets for data transfers](https://docs.nebius.com/object-storage/transfer/access.md)
- [Object key prefixes in data transfers](https://docs.nebius.com/object-storage/transfer/key-prefixes.md)
- [How data transfers handle destination objects](https://docs.nebius.com/object-storage/transfer/destination-objects.md)
- [Data transfer limits on request rate and bandwidth](https://docs.nebius.com/object-storage/transfer/limits.md)
- [How to store a Terraform state in an Object Storage bucket](https://docs.nebius.com/object-storage/store-terraform-state.md)
- [Working with Object Storage buckets and objects using the AWS CLI](https://docs.nebius.com/object-storage/interfaces/aws-cli.md)
- [Mountpoint for Amazon S3: Mounting buckets as local filesystems](https://docs.nebius.com/object-storage/interfaces/mountpoint-s3.md)
- [Compatibility of Amazon S3 API with Object Storage](https://docs.nebius.com/object-storage/interfaces/s3-api-compatibility.md)
- [Monitoring buckets in Nebius AI Cloud](https://docs.nebius.com/object-storage/monitoring.md)
- [Logs in Object Storage](https://docs.nebius.com/object-storage/logs.md)
- [Quotas and constraints in Object Storage](https://docs.nebius.com/object-storage/resources/quotas-limits.md)
- [Pricing in Object Storage](https://docs.nebius.com/object-storage/resources/pricing.md)

### Managed Service for PostgreSQL®

- [Managed Service for PostgreSQL®](https://docs.nebius.com/postgresql/index.md)
- [Getting started with Managed Service for PostgreSQL®](https://docs.nebius.com/postgresql/quickstart.md)
- [Working with your Managed Service for PostgreSQL® cluster](https://docs.nebius.com/postgresql/clusters/manage.md)
- [Creating, modifying and deleting databases in Managed Service for PostgreSQL®](https://docs.nebius.com/postgresql/databases/manage.md)
- [Connecting to databases in Managed Service for PostgreSQL®](https://docs.nebius.com/postgresql/databases/connect.md)
- [Users and user privileges in Managed Service for PostgreSQL®](https://docs.nebius.com/postgresql/databases/users.md)
- [Extensions in Managed Service for PostgreSQL®](https://docs.nebius.com/postgresql/databases/extensions.md)
- [Migration from or to a Managed Service for PostgreSQL® cluster](https://docs.nebius.com/postgresql/data-transfers/migrate-data.md)
- [Replicating data to Managed Service for PostgreSQL® from an external PostgreSQL cluster](https://docs.nebius.com/postgresql/replication/from-external.md)
- [Backups in Managed Service for PostgreSQL®](https://docs.nebius.com/postgresql/backups.md)
- [Monitoring clusters in Managed Service for PostgreSQL®](https://docs.nebius.com/postgresql/monitoring.md)
- [Maintenance in Managed Service for PostgreSQL®](https://docs.nebius.com/postgresql/maintenance.md)
- [Quotas in Managed Service for PostgreSQL®](https://docs.nebius.com/postgresql/resources/quotas-limits.md)
- [Pricing in Managed Service for PostgreSQL®](https://docs.nebius.com/postgresql/resources/pricing.md)

### Container Registry

- [Container Registry](https://docs.nebius.com/container-registry/index.md)
- [Getting started with Container Registry: Create your first registry and manage a Docker image in it](https://docs.nebius.com/container-registry/quickstart.md)
- [How to manage registries in Container Registry](https://docs.nebius.com/container-registry/registries/manage.md)
- [How to authenticate in Container Registry](https://docs.nebius.com/container-registry/authentication.md)
- [Copying images to and from registries in Container Registry](https://docs.nebius.com/container-registry/images/copy.md)
- [Quotas in Container Registry](https://docs.nebius.com/container-registry/resources/quotas-limits.md)
- [Pricing in Container Registry](https://docs.nebius.com/container-registry/resources/pricing.md)

## Network

### Virtual Networks

- [Virtual Networks](https://docs.nebius.com/vpc/index.md)
- [About Virtual Networks](https://docs.nebius.com/vpc/overview.md)
- [Getting network and subnet IDs for Nebius AI Cloud resources](https://docs.nebius.com/vpc/networking/resources.md)
- [Isolating Nebius AI Cloud resources in separate networks](https://docs.nebius.com/vpc/networking/isolation.md)
- [Ranges of private IP addresses per region for a default private pool](https://docs.nebius.com/vpc/addressing/available-addresses.md)
- [Getting public IPv4 ranges](https://docs.nebius.com/vpc/addressing/public-address-ranges.md)
- [Allocating custom private addresses to resources](https://docs.nebius.com/vpc/addressing/custom-private-addresses.md)
- [Disabling public addresses for a subnet](https://docs.nebius.com/vpc/addressing/disable-public-addresses.md)
- [Routing in Nebius AI Cloud](https://docs.nebius.com/vpc/routing/overview.md)
- [Managing routing tables and routes](https://docs.nebius.com/vpc/routing/manage.md)
- [Setting up a custom NAT gateway for subnets](https://docs.nebius.com/vpc/routing/custom-nat-gateway.md)
- [Security groups in Nebius AI Cloud](https://docs.nebius.com/vpc/security-groups/overview.md)
- [Managing security groups and security rules](https://docs.nebius.com/vpc/security-groups/manage.md)
- [Nebius VPN Gateway](https://docs.nebius.com/vpc/nebius-vpn-gateway.md)
- [Virtual Networks quotas and constraints](https://docs.nebius.com/vpc/resources/quotas-limits.md)
- [Pricing in Virtual Networks](https://docs.nebius.com/vpc/resources/pricing.md)

### Nebius Tunnels

- [Nebius Tunnels](https://docs.nebius.com/tunnels/index.md)
- [About Nebius Tunnels](https://docs.nebius.com/tunnels/overview.md)
- [Getting started with Nebius Tunnels: Connect a VM service to the internet](https://docs.nebius.com/tunnels/quickstart.md)
- [How to create a tunnel in Nebius Tunnels](https://docs.nebius.com/tunnels/create.md)
- [How to connect to a tunnel](https://docs.nebius.com/tunnels/connect.md)
- [How to delete a tunnel in Nebius Tunnels](https://docs.nebius.com/tunnels/delete.md)
- [Nebius Tunnels limits and constraints](https://docs.nebius.com/tunnels/resources/quotas-limits.md)
- [Nebius Tunnels pricing](https://docs.nebius.com/tunnels/resources/pricing.md)
- [Nebius Tunnels Agent changelog](https://docs.nebius.com/tunnels/resources/tunnels-agent-changelog.md)

## AI services

### AI services in Nebius AI Cloud

- [AI services in Nebius AI Cloud](https://docs.nebius.com/ai-services/index.md)

### Serverless AI

- [Serverless AI](https://docs.nebius.com/serverless/index.md)
- [About Serverless AI](https://docs.nebius.com/serverless/overview.md)
- [Getting started with Serverless AI jobs: Run nvidia-smi within a job](https://docs.nebius.com/serverless/quickstart/jobs.md)
- [Getting started with Serverless AI endpoints: Deploy an nginx server with authentication](https://docs.nebius.com/serverless/quickstart/endpoints.md)
- [Managing jobs in Serverless AI](https://docs.nebius.com/serverless/jobs/manage.md)
- [Managing endpoints in Serverless AI](https://docs.nebius.com/serverless/endpoints/manage.md)
- [Debugging failed jobs and endpoints](https://docs.nebius.com/serverless/jobs/failure.md)
- [Deploying a large language model and chatting with it by using Serverless AI endpoints](https://docs.nebius.com/serverless/tutorials/deploy-model.md)
- [Fine-tuning a large language model by using a Serverless AI job and Axolotl](https://docs.nebius.com/serverless/tutorials/fine-tuning.md)
- [Speech synthesis in Serverless AI](https://docs.nebius.com/serverless/tutorials/tts.md)
- [Video translation and dubbing in Serverless AI](https://docs.nebius.com/serverless/tutorials/video-translation.md)
- [Molecular dynamics simulations with OpenMM in Serverless AI](https://docs.nebius.com/serverless/tutorials/openmm-molecular-dynamics.md)
- [Monitoring endpoints and jobs in Serverless AI](https://docs.nebius.com/serverless/monitoring.md)
- [Pricing and quotas in Serverless AI](https://docs.nebius.com/serverless/pricing-quotas.md)

### Managed Service for MLflow

- [Managed Service for MLflow](https://docs.nebius.com/mlflow/index.md)
- [Getting started with Managed Service for MLflow: create your first cluster](https://docs.nebius.com/mlflow/quickstart.md)
- [How to create a Managed Service for MLflow cluster](https://docs.nebius.com/mlflow/clusters/manage.md)
- [Exporting data from Managed Service for MLflow clusters](https://docs.nebius.com/mlflow/clusters/export-data.md)
- [Deleting a Managed Service for MLflow cluster](https://docs.nebius.com/mlflow/clusters/delete.md)
- [Monitoring clusters in Managed Service for MLflow](https://docs.nebius.com/mlflow/monitoring.md)
- [Maintenance in Managed Service for MLflow](https://docs.nebius.com/mlflow/maintenance.md)
- [Quotas in Managed Service for MLflow](https://docs.nebius.com/mlflow/resources/quotas-limits.md)
- [Pricing in Managed Service for MLflow](https://docs.nebius.com/mlflow/resources/pricing.md)

### Applications in Nebius AI Cloud

- [Applications in Nebius AI Cloud](https://docs.nebius.com/applications/index.md)
- [Types and stages of applications in Nebius AI Cloud](https://docs.nebius.com/applications/types.md)
- [Deploying applications in Nebius AI Cloud](https://docs.nebius.com/applications/deploy.md)
- [Stopping and starting standalone applications in Nebius AI Cloud](https://docs.nebius.com/applications/standalone/stop-start.md)
- [Deleting applications in Nebius AI Cloud](https://docs.nebius.com/applications/standalone/manage.md)
- [JupyterLab® in Nebius AI Cloud](https://docs.nebius.com/applications/standalone/jupyterlab/index.md)
- [Deploying the JupyterLab® application in Nebius AI Cloud](https://docs.nebius.com/applications/standalone/jupyterlab/deploy.md)
- [Connecting to the JupyterLab® application in Nebius AI Cloud](https://docs.nebius.com/applications/standalone/jupyterlab/connect.md)
- [Working with notebooks in the JupyterLab® application in Nebius AI Cloud](https://docs.nebius.com/applications/standalone/jupyterlab/notebooks.md)
- [ComfyUI in Nebius AI Cloud](https://docs.nebius.com/applications/standalone/comfyui/index.md)
- [Connecting to the ComfyUI application in Nebius AI Cloud](https://docs.nebius.com/applications/standalone/comfyui/connect.md)
- [Exporting workflows and images from the ComfyUI application](https://docs.nebius.com/applications/standalone/comfyui/export-data.md)
- [Flowise in Nebius AI Cloud](https://docs.nebius.com/applications/standalone/flowise/index.md)
- [Connecting to the Flowise application in Nebius AI Cloud](https://docs.nebius.com/applications/standalone/flowise/connect.md)
- [Exporting data from the Flowise application](https://docs.nebius.com/applications/standalone/flowise/export-data.md)
- [Open WebUI in Nebius AI Cloud](https://docs.nebius.com/applications/standalone/open-webui/index.md)
- [Connecting to the Open WebUI application in Nebius AI Cloud](https://docs.nebius.com/applications/standalone/open-webui/connect.md)
- [Exporting data from the Open WebUI application](https://docs.nebius.com/applications/standalone/open-webui/export-data.md)
- [Qdrant in Nebius AI Cloud](https://docs.nebius.com/applications/standalone/qdrant/index.md)
- [Connecting to the Qdrant application in Nebius AI Cloud](https://docs.nebius.com/applications/standalone/qdrant/connect.md)
- [Exporting data from the Qdrant application](https://docs.nebius.com/applications/standalone/qdrant/export-data.md)
- [NVIDIA Blueprint for virtual screening in Nebius AI Cloud](https://docs.nebius.com/applications/kubernetes/nvidia-blueprint-virtual-screening/index.md)
- [How to get licenses for NVIDIA Blueprint for virtual screening](https://docs.nebius.com/applications/kubernetes/nvidia-blueprint-virtual-screening/licenses.md)
- [Deploying NVIDIA Blueprint for virtual screening in Nebius AI Cloud](https://docs.nebius.com/applications/kubernetes/nvidia-blueprint-virtual-screening/deploy.md)
- [Standalone Applications pricing in Nebius AI Cloud](https://docs.nebius.com/applications/standalone/pricing.md)
- [Applications quotas in Nebius AI Cloud](https://docs.nebius.com/applications/standalone/quotas.md)

### Tutorials

- [Tutorials](https://docs.nebius.com/tutorials/index.md)
- [Building a RAG electronics store chatbot with JupyterLab, Serverless AI and Managed Service for PostgreSQL®](https://docs.nebius.com/tutorials/rag.md)
- [Using LanceDB and Object Storage to generate, persist and query vector embeddings](https://docs.nebius.com/tutorials/lancedb-vector-embeddings.md)

### Third-party integrations

- [Third-party integrations with Nebius AI Cloud](https://docs.nebius.com/3p-integrations/index.md)
- [Software compatibility and supported runtimes in Nebius AI Cloud](https://docs.nebius.com/3p-integrations/compatibility.md)
- [Installation of dstack for AI workload orchestration](https://docs.nebius.com/3p-integrations/dstack.md)
- [Configuring a Managed Service for Kubernetes® cluster to work in Run:ai](https://docs.nebius.com/3p-integrations/run-ai.md)
- [Managing AI workloads on Compute virtual machines with SkyPilot](https://docs.nebius.com/3p-integrations/skypilot.md)
- [Managing AI workloads across Managed Service for Kubernetes® clusters with SkyPilot](https://docs.nebius.com/3p-integrations/skypilot-mk8s.md)
- [Running parallel jobs with MPIrun](https://docs.nebius.com/3p-integrations/mpirun.md)

## Observability

### Observability in Nebius AI Cloud

- [Observability in Nebius AI Cloud](https://docs.nebius.com/observability/index.md)
- [Supported Nebius AI Cloud services](https://docs.nebius.com/observability/services.md)
- [Metrics in Nebius AI Cloud](https://docs.nebius.com/observability/monitoring.md)
- [Service dashboards](https://docs.nebius.com/observability/dashboards.md)
- [How to set up alerts](https://docs.nebius.com/observability/alerts.md)
- [How to view metrics in Prometheus](https://docs.nebius.com/observability/metrics/prometheus.md)
- [How to use Grafana® to view metrics provided by Nebius AI Cloud](https://docs.nebius.com/observability/metrics/grafana.md)
- [How to ingest metrics into Nebius AI Cloud Observability](https://docs.nebius.com/observability/metrics/ingest/index.md)
- [How to ingest metrics with Nebius Observability Agent for Kubernetes®](https://docs.nebius.com/observability/metrics/ingest/nebius-o11y-agent.md)
- [How to ingest application-level metrics from Managed Service for Kubernetes® using Prometheus Operator](https://docs.nebius.com/observability/metrics/ingest/prometheus-operator.md)
- [How to ingest metrics from a Prometheus instance](https://docs.nebius.com/observability/metrics/ingest/prometheus-instance.md)
- [How to ingest metrics from a Vector instance](https://docs.nebius.com/observability/metrics/ingest/vector-instance.md)
- [Logs in Nebius AI Cloud](https://docs.nebius.com/observability/logging.md)
- [How to view logs in Grafana®](https://docs.nebius.com/observability/logs/grafana.md)
- [How to collect journald logs from Compute virtual machines](https://docs.nebius.com/observability/logs/journald.md)
- [How to query logs with Nebius AI Cloud CLI](https://docs.nebius.com/observability/logs/nebius-cli.md)
- [How to query logs with LogCLI](https://docs.nebius.com/observability/logs/logcli.md)
- [LogQL implementation by Nebius AI Cloud](https://docs.nebius.com/observability/logs/query-language.md)
- [Exporting logs](https://docs.nebius.com/observability/logs/export.md)
- [How to ingest Managed Service for Kubernetes® logs into Observability Logs](https://docs.nebius.com/observability/logs/ingest/index.md)
- [How to ingest Managed Service for Kubernetes® logs with OpenTelemetry Collector](https://docs.nebius.com/observability/logs/ingest/opentelemetry-collector.md)
- [How to ingest Managed Service for Kubernetes® logs with the Nebius Observability Agent for Kubernetes](https://docs.nebius.com/observability/logs/ingest/nebius-o11y-agent.md)
- [Tracing in Nebius AI Cloud](https://docs.nebius.com/observability/tracing.md)
- [How to ingest traces with Nebius Observability Agent for Kubernetes®](https://docs.nebius.com/observability/traces/ingest.md)
- [How to ingest traces directly with OpenTelemetry exporters](https://docs.nebius.com/observability/traces/direct-ingest.md)
- [How to view traces in Grafana®](https://docs.nebius.com/observability/traces/grafana.md)
- [TraceQL implementation by Nebius AI Cloud](https://docs.nebius.com/observability/traces/query-language.md)
- [Observability agents](https://docs.nebius.com/observability/agents/index.md)
- [Nebius Observability Agent for Kubernetes®](https://docs.nebius.com/observability/agents/nebius-o11y-agent.md)
- [Monitoring agent on Compute virtual machines](https://docs.nebius.com/observability/agents/monitoring-agent.md)
- [Quotas and constraints in Nebius AI Cloud Observability services](https://docs.nebius.com/observability/resources/quotas-limits.md)
- [Pricing in Observability services](https://docs.nebius.com/observability/resources/pricing.md)
- [Nebius Observability Agent for Kubernetes® changelog](https://docs.nebius.com/observability/resources/nebius-o11y-agent-changelog.md)

## Management

### Nebius AI Cloud signup and payments

- [Nebius AI Cloud signup and payments](https://docs.nebius.com/signup-billing/index.md)
- [How to sign up for Nebius AI Cloud](https://docs.nebius.com/signup-billing/sign-up.md)
- [Free trial for individual users of Nebius AI Cloud](https://docs.nebius.com/signup-billing/free-trial.md)
- [Billing models in Nebius AI Cloud](https://docs.nebius.com/signup-billing/billing-models/overview.md)
- [Pay-as-you-go (PAYG) in Nebius AI Cloud](https://docs.nebius.com/signup-billing/billing-models/payg.md)
- [Commitment discounts in Nebius AI Cloud](https://docs.nebius.com/signup-billing/billing-models/committed-usage.md)
- [Types of payers](https://docs.nebius.com/signup-billing/payments/payers.md)
- [How to pay with a bank card](https://docs.nebius.com/signup-billing/payments/card.md)
- [How to pay by bank transfer](https://docs.nebius.com/signup-billing/payments/bank-transfers.md)
- [How to use a promo code](https://docs.nebius.com/signup-billing/payments/promo-codes.md)
- [How to read invoices and proforma invoices](https://docs.nebius.com/signup-billing/payments/invoices.md)
- [How a billing threshold works](https://docs.nebius.com/signup-billing/payments/threshold.md)
- [Taxes](https://docs.nebius.com/signup-billing/payments/taxes.md)
- [Viewing usage data in Nebius AI Cloud](https://docs.nebius.com/signup-billing/usage/view.md)
- [Exporting usage data as CSV in Nebius AI Cloud](https://docs.nebius.com/signup-billing/usage/export.md)
- [Usage data conformance with FOCUS](https://docs.nebius.com/signup-billing/usage/focus-conformance.md)
- [FOCUS fields](https://docs.nebius.com/signup-billing/usage/focus-fields.md)
- [Budgets in Nebius AI Cloud](https://docs.nebius.com/signup-billing/budgets.md)

### Identity and Access Management in Nebius AI Cloud

- [Identity and Access Management](https://docs.nebius.com/iam/index.md)
- [How resources, identities and access are managed in Nebius AI Cloud](https://docs.nebius.com/iam/overview.md)
- [Managing projects in Nebius AI Cloud](https://docs.nebius.com/iam/manage-projects.md)
- [Creating a tenant in Nebius AI Cloud](https://docs.nebius.com/iam/create-tenants.md)
- [Getting a tenant ID in Nebius AI Cloud](https://docs.nebius.com/iam/get-tenants.md)
- [Renaming tenants in Nebius AI Cloud](https://docs.nebius.com/iam/rename-tenants.md)
- [How to authenticate in Nebius AI Cloud interfaces](https://docs.nebius.com/iam/log-in.md)
- [Access tokens in Nebius AI Cloud](https://docs.nebius.com/iam/authorization/access-tokens.md)
- [How to invite users to a tenant](https://docs.nebius.com/iam/authorization/add-users.md)
- [How to manage service accounts](https://docs.nebius.com/iam/service-accounts/manage.md)
- [How to authenticate as a service account](https://docs.nebius.com/iam/service-accounts/authentication.md)
- [How to use access keys to authenticate in Nebius AI Cloud as a service account](https://docs.nebius.com/iam/service-accounts/access-keys.md)
- [How to use authorized keys](https://docs.nebius.com/iam/service-accounts/authorized-keys.md)
- [Static keys in Nebius AI Cloud](https://docs.nebius.com/iam/authorization/static-keys/index.md)
- [How to manage static keys](https://docs.nebius.com/iam/authorization/static-keys/manage.md)
- [How to manage federations in Nebius AI Cloud](https://docs.nebius.com/iam/federations/manage.md)
- [Single sign-on in Nebius AI Cloud](https://docs.nebius.com/iam/federations/saml-sso.md)
- [Configuration of single sign-on in Microsoft Entra ID](https://docs.nebius.com/iam/federations/configure-sso-entra-id.md)
- [Configuration of single sign-on in JumpCloud](https://docs.nebius.com/iam/federations/configure-sso-jumpcloud.md)
- [Configuration of single sign-on in Okta](https://docs.nebius.com/iam/federations/configure-sso-okta.md)
- [Configuration of single sign-on in Keycloak](https://docs.nebius.com/iam/federations/configure-sso-keycloak.md)
- [Groups within Nebius AI Cloud tenants](https://docs.nebius.com/iam/authorization/groups/index.md)
- [Roles for Nebius AI Cloud groups](https://docs.nebius.com/iam/authorization/roles.md)
- [Managing custom groups](https://docs.nebius.com/iam/authorization/groups/manage.md)
- [How to add accounts to groups](https://docs.nebius.com/iam/authorization/groups/members.md)
- [How to delete groups](https://docs.nebius.com/iam/authorization/groups/delete-groups.md)

### Overview of Nebius AI Cloud

- [How Nebius AI Cloud works](https://docs.nebius.com/overview/index.md)
- [Nebius AI Cloud services](https://docs.nebius.com/overview/services.md)
- [Nebius AI Cloud regions](https://docs.nebius.com/overview/regions.md)
- [Subscriptions in Nebius AI Cloud](https://docs.nebius.com/overview/subscriptions/index.md)
- [How to manage subscriptions in Nebius AI Cloud](https://docs.nebius.com/overview/subscriptions/manage-subscriptions.md)
- [Contacts in Nebius AI Cloud](https://docs.nebius.com/overview/contacts/index.md)
- [How to manage contacts in Nebius AI Cloud](https://docs.nebius.com/overview/contacts/manage-contacts.md)
- [Support tickets: sending questions, bug reports and feature requests](https://docs.nebius.com/overview/support.md)
- [Nebius Echo AI assistant](https://docs.nebius.com/overview/nebius-echo.md)
- [Quotas in Nebius AI Cloud](https://docs.nebius.com/overview/quotas.md)
- [Capacity block groups in Nebius AI Cloud](https://docs.nebius.com/overview/limits/capacity-block-groups.md)
- [Data portability in Nebius AI Cloud](https://docs.nebius.com/overview/data-portability.md)
- [Data deletion in Nebius AI Cloud](https://docs.nebius.com/overview/data-deletion.md)

## Security and cryptography

### Security

- [Encryption in Nebius AI Cloud](https://docs.nebius.com/security/encryption.md)

### Audit Logs

- [Audit Logs](https://docs.nebius.com/audit-logs/index.md)
- [Nebius AI Cloud services supported by Audit Logs](https://docs.nebius.com/audit-logs/services.md)
- [Viewing events in Audit Logs](https://docs.nebius.com/audit-logs/events/view.md)
- [How to export audit events to Object Storage](https://docs.nebius.com/audit-logs/events/export.md)
- [How to filter audit events](https://docs.nebius.com/audit-logs/events/filter.md)
- [Structure and fields of events in Audit Logs](https://docs.nebius.com/audit-logs/events/reference.md)
- [When to use Audit Logs](https://docs.nebius.com/audit-logs/use-cases.md)
- [Quotas in Audit Logs](https://docs.nebius.com/audit-logs/resources/quotas-limits.md)
- [Pricing in Audit Logs](https://docs.nebius.com/audit-logs/resources/pricing.md)

### Key Management Service

- [Key Management Service in Nebius AI Cloud](https://docs.nebius.com/kms/index.md)
- [Key types and operations in Key Management Service](https://docs.nebius.com/kms/types-operations.md)
- [Getting started with Key Management Service: Use symmetric keys for encryption](https://docs.nebius.com/kms/quickstart/symmetric.md)
- [Getting started with Key Management Service: Sign a hash with asymmetric keys](https://docs.nebius.com/kms/quickstart/asymmetric.md)
- [How to create keys in Key Management Service](https://docs.nebius.com/kms/manage/create.md)
- [How to update keys in Key Management Service](https://docs.nebius.com/kms/manage/update.md)
- [How to rotate symmetric keys in Key Management Service](https://docs.nebius.com/kms/manage/rotate.md)
- [How to delete and restore keys in Key Management Service](https://docs.nebius.com/kms/manage/delete-restore.md)
- [Cryptographic operations with symmetric keys](https://docs.nebius.com/kms/cryptography/symmetric.md)
- [Cryptographic operations with asymmetric keys](https://docs.nebius.com/kms/cryptography/asymmetric.md)
- [Logs in Key Management Service](https://docs.nebius.com/kms/logs.md)
- [Quotas and constraints in Key Management Service](https://docs.nebius.com/kms/resources/quotas-limits.md)
- [Pricing in Key Management Service](https://docs.nebius.com/kms/resources/pricing.md)

### MysteryBox in Nebius AI Cloud

- [MysteryBox in Nebius AI Cloud](https://docs.nebius.com/mysterybox/index.md)
- [About MysteryBox](https://docs.nebius.com/mysterybox/overview.md)
- [How to create secrets in MysteryBox](https://docs.nebius.com/mysterybox/secrets/create.md)
- [How to create versions of secrets in MysteryBox](https://docs.nebius.com/mysterybox/secrets/create-version.md)
- [How to make a secret version primary in MysteryBox](https://docs.nebius.com/mysterybox/secrets/make-version-primary.md)
- [How to delete secrets and their versions in MysteryBox](https://docs.nebius.com/mysterybox/secrets/delete.md)
- [How to get MysteryBox secrets and versions](https://docs.nebius.com/mysterybox/secrets/get.md)
- [MysteryBox quotas](https://docs.nebius.com/mysterybox/resources/quotas-limits.md)
- [Pricing in MysteryBox](https://docs.nebius.com/mysterybox/resources/pricing.md)

## Developer tools

### Nebius AI Cloud CLI

- [Nebius AI Cloud CLI](https://docs.nebius.com/cli/index.md)
- [Getting started with the Nebius AI Cloud CLI: How to install and configure the tool](https://docs.nebius.com/cli/quickstart.md)
- [How to install the Nebius AI Cloud CLI](https://docs.nebius.com/cli/install.md)
- [How to set up the Nebius AI Cloud CLI](https://docs.nebius.com/cli/configure.md)
- [How to edit resources via the Nebius AI Cloud CLI](https://docs.nebius.com/cli/edit.md)
- [How to use interactive mode in the Nebius AI Cloud CLI](https://docs.nebius.com/cli/interactive.md)
- [How to filter CLI output with JSONPath](https://docs.nebius.com/cli/jsonpath-output.md)
- [How to work with the Nebius AI Cloud CLI on a Compute virtual machine](https://docs.nebius.com/cli/compute-vm.md)
- [CLI exit codes](https://docs.nebius.com/cli/exit-codes.md)
- [Nebius AI Cloud CLI release notes](https://docs.nebius.com/cli/release-notes.md)

### Nebius AI Cloud provider for Terraform

- [Nebius AI Cloud provider for Terraform](https://docs.nebius.com/terraform-provider/index.md)
- [Getting started with the Terraform provider by Nebius AI Cloud](https://docs.nebius.com/terraform-provider/quickstart.md)
- [Installing the Nebius AI Cloud provider for Terraform](https://docs.nebius.com/terraform-provider/install.md)
- [Authentication in the Nebius AI Cloud provider for Terraform](https://docs.nebius.com/terraform-provider/authentication.md)
- [How to work with sensitive values in the Terraform provider by Nebius AI Cloud](https://docs.nebius.com/terraform-provider/sensitive-values.md)
- [How to store a Terraform state in an Object Storage bucket](https://docs.nebius.com/terraform-provider/store-terraform-state.md)
- [Using the Nebius Terraform provider with Pulumi](https://docs.nebius.com/terraform-provider/pulumi.md)
- [Nebius AI Cloud provider for Terraform release notes](https://docs.nebius.com/terraform-provider/reference/release-notes.md)
- [Nebius AI Cloud provider for Terraform reference](https://docs.nebius.com/terraform-provider/reference/index.md)
- [Nebius AI Cloud provider for Terraform configuration arguments](https://docs.nebius.com/terraform-provider/reference/provider.md)

### Nebius AI Cloud API

- [Nebius AI Cloud API](https://docs.nebius.com/grpc-api/index.md)
- [Nebius AI Cloud API endpoints](https://docs.nebius.com/grpc-api/endpoints/index.md)
- [How to define an endpoint](https://docs.nebius.com/grpc-api/endpoints/define.md)
- [Authentication in the Nebius AI Cloud API](https://docs.nebius.com/grpc-api/auth.md)
- [How to invoke a Nebius AI Cloud API method by using gRPCurl](https://docs.nebius.com/grpc-api/calls/invoke-methods.md)
- [Generating clients for the Nebius AI Cloud API from the proto files](https://docs.nebius.com/grpc-api/calls/clients.md)
- [Nebius AI Cloud SDKs](https://docs.nebius.com/grpc-api/sdk/index.md)
- [Nebius AI Cloud SDK for Go](https://docs.nebius.com/grpc-api/sdk/go.md)
- [Nebius AI Cloud SDK for Python](https://docs.nebius.com/grpc-api/sdk/python.md)
- [Nebius AI Cloud SDK for JavaScript](https://docs.nebius.com/grpc-api/sdk/javascript.md)
- [Reference on GitHub](https://docs.nebius.com/grpc-api/api-github.md)

### Agent Resources

- [Using docs with AI](https://docs.nebius.com/docs-ai.md)

## Changelog

- [Nebius AI Cloud changelog](https://docs.nebius.com/changelog.md)

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For detailed documentation, see [llms-full.txt](https://docs.nebius.com/llms-full.txt).