# Valohai Docs ## Docs - [Introduction](https://docs.valohai.com/readme.md) - [Academy](https://docs.valohai.com/readme/academy.md) - [Philosophy](https://docs.valohai.com/readme/philosophy.md) - [YAML Over SDK](https://docs.valohai.com/readme/philosophy/yaml-over-sdk.md) - [Reproducibility by Default](https://docs.valohai.com/readme/philosophy/reproducibility-by-default.md) - [Unifying Your ML Infra](https://docs.valohai.com/readme/philosophy/unifying-fractured-infra.md) - [Let Data Scientists Be Scientists](https://docs.valohai.com/readme/philosophy/infra-abstraction-for-ds.md) - [Getting Started](https://docs.valohai.com/getting-started.md) - [Hello World](https://docs.valohai.com/getting-started/quickstart.md) - [Tutorial - Computer Vision](https://docs.valohai.com/getting-started/intro.md) - [Defining Jobs](https://docs.valohai.com/getting-started/intro/jobs.md) - [Using Parameters](https://docs.valohai.com/getting-started/intro/parameters.md) - [Logging Metrics](https://docs.valohai.com/getting-started/intro/metrics.md) - [Working with Data](https://docs.valohai.com/getting-started/intro/data.md) - [Building Pipelines](https://docs.valohai.com/getting-started/intro/pipelines.md) - [Examples & Templates](https://docs.valohai.com/project-gallery.md) - [Computer Vision](https://docs.valohai.com/project-gallery/computer-vision.md) - [Object Detection with YOLO](https://docs.valohai.com/project-gallery/computer-vision/yolo-example.md) - [3D Object Detection with MMDetection3D](https://docs.valohai.com/project-gallery/computer-vision/mmdetection3d-on-valohai.md) - [Medical Imaging Segmentation with NVIDIA MONAI](https://docs.valohai.com/project-gallery/computer-vision/nvidia-monai-valohai.md) - [Object Detection with NVIDIA TAO Toolkit](https://docs.valohai.com/project-gallery/computer-vision/nvidia-tao-valohai.md) - [NLP & LLM](https://docs.valohai.com/project-gallery/nlp-and-llm.md) - [Fine-Tuning Mistral 7B LLM](https://docs.valohai.com/project-gallery/nlp-and-llm/mistral-example.md) - [End to end RAG pipeline with Documentation](https://docs.valohai.com/project-gallery/nlp-and-llm/rag-doc-example.md) - [Audio & Speech](https://docs.valohai.com/project-gallery/audio-and-speech.md) - [Automatic Speech Recognition with NVIDIA NeMo](https://docs.valohai.com/project-gallery/audio-and-speech/nvidia-nemo-valohai.md) - [Data Engineering & ETL](https://docs.valohai.com/project-gallery/data-engineering-and-etl.md) - [ML Pipeline with Snowpark & Snowflake](https://docs.valohai.com/project-gallery/data-engineering-and-etl/snowpark-example.md) - [Apache Spark examples on AWS & Valohai](https://docs.valohai.com/project-gallery/data-engineering-and-etl/spark-examples.md) - [Monitoring & Drift Detection](https://docs.valohai.com/project-gallery/monitoring-and-drift-detection.md) - [Drift Detection with WhyLabs](https://docs.valohai.com/project-gallery/monitoring-and-drift-detection/drift-detection-example.md) - [Migrate Your ML Jobs](https://docs.valohai.com/migration-strategy.md) - [Migrate with AI Coding Agent Skills](https://docs.valohai.com/migration-strategy/migrate-with-ai-skills.md) - [Define Your Job Types](https://docs.valohai.com/migration-strategy/migrate-job-yaml.md) - [Outputs: Save Models and Files](https://docs.valohai.com/migration-strategy/migrate-job-outputs.md) - [Parameters: Make Your Jobs Configurable](https://docs.valohai.com/migration-strategy/migrate-job-parameters.md) - [Inputs: Access Your Data](https://docs.valohai.com/migration-strategy/migrate-job-inputs.md) - [Metadata: Track and Compare Your Metrics](https://docs.valohai.com/migration-strategy/migrate-metrics.md) - [Pipelines: Chain Your Jobs](https://docs.valohai.com/migration-strategy/migrate-pipeline-yaml.md) - [Why Migrate to Valohai?](https://docs.valohai.com/migration-strategy/why-migrate-to-valohai.md) - [Docker in Valohai](https://docs.valohai.com/docker-in-valohai.md) - [Build Custom Images](https://docs.valohai.com/docker-in-valohai/building-images.md) - [Image Best Practices](https://docs.valohai.com/docker-in-valohai/image-best-practices.md) - [Private Docker Registries](https://docs.valohai.com/docker-in-valohai/private-docker-registries.md) - [AWS ECR](https://docs.valohai.com/docker-in-valohai/private-docker-registries/aws-ecr.md) - [Docker Hub](https://docs.valohai.com/docker-in-valohai/private-docker-registries/docker-hub.md) - [GCP Artifact Registry](https://docs.valohai.com/docker-in-valohai/private-docker-registries/gcp.md) - [Azure Container Registry](https://docs.valohai.com/docker-in-valohai/private-docker-registries/acr.md) - [JFrog Artifactory](https://docs.valohai.com/docker-in-valohai/private-docker-registries/jfrog.md) - [valohai.yaml Overview](https://docs.valohai.com/valohai.yaml-overview.md) - [Generate YAML with valohai-utils](https://docs.valohai.com/valohai.yaml-overview/generate-from-python.md) - [Validate Your YAML (Linter)](https://docs.valohai.com/valohai.yaml-overview/lint.md) - [Multiple YAML Files & Monorepos](https://docs.valohai.com/valohai.yaml-overview/multiple-files.md) - [Managing Large YAML Files](https://docs.valohai.com/valohai.yaml-overview/large-yaml.md) - [Executions](https://docs.valohai.com/executions.md) - [Steps](https://docs.valohai.com/executions/steps.md) - [Run Basic Execution](https://docs.valohai.com/executions/run-basic-execution.md) - [Configure Placeholders](https://docs.valohai.com/executions/configure-placeholders.md) - [System Environment Variables](https://docs.valohai.com/executions/system-environment-variables.md) - [Environment Variables](https://docs.valohai.com/executions/custom-environment-variables.md) - [System Configuration Files](https://docs.valohai.com/executions/system-configuration-files.md) - [Advanced Features](https://docs.valohai.com/executions/advanced-features.md) - [Queue Priority](https://docs.valohai.com/executions/advanced-features/queue-priority.md) - [Spot Instances](https://docs.valohai.com/executions/advanced-features/spot-instances.md) - [Time Limits](https://docs.valohai.com/executions/advanced-features/time-limits.md) - [Dynamic GPU Allocation](https://docs.valohai.com/executions/advanced-features/dynamic-gpu-allocation.md) - [Custom Execution Status](https://docs.valohai.com/executions/advanced-features/custom-execution-status.md) - [Private PyPI Repositories](https://docs.valohai.com/executions/advanced-features/private-pypi-jfrog.md) - [Service Buttons](https://docs.valohai.com/executions/advanced-features/service-buttons.md) - [Reusable Step Libraries](https://docs.valohai.com/reusable-step-libraries.md) - [Using Valohai Ecosystem Libraries](https://docs.valohai.com/reusable-step-libraries/ecosystem-libraries.md) - [BigQuery Connector](https://docs.valohai.com/reusable-step-libraries/ecosystem-libraries/bigquery.md) - [AWS Redshift Connector](https://docs.valohai.com/reusable-step-libraries/ecosystem-libraries/redshift.md) - [Snowflake Connector](https://docs.valohai.com/reusable-step-libraries/ecosystem-libraries/snowflake.md) - [Build Your Own Library](https://docs.valohai.com/reusable-step-libraries/build-your-own-library.md) - [Example: Docker Image Builder](https://docs.valohai.com/reusable-step-libraries/build-your-own-library/docker-image-builder.md) - [Pipelines](https://docs.valohai.com/pipelines.md) - [Run a Pipeline](https://docs.valohai.com/pipelines/run-basic-pipeline.md) - [Configure Resources Per Pipeline Node](https://docs.valohai.com/pipelines/configure-different-environments.md) - [Pipeline Parameters](https://docs.valohai.com/pipelines/pipeline-parameters.md) - [Pass Data Between Pipeline Nodes](https://docs.valohai.com/pipelines/pass-parameters-and-data.md) - [Execution Reuse and Caching](https://docs.valohai.com/pipelines/reuse-nodes.md) - [Pipeline Error Handling](https://docs.valohai.com/pipelines/configure-failure-handling.md) - [Debug Pipeline Failures](https://docs.valohai.com/pipelines/debug-failed-pipeline.md) - [Pipeline Conditions and Actions](https://docs.valohai.com/pipelines/dynamic-conditions.md) - [Parallel Runs in a Pipeline](https://docs.valohai.com/pipelines/parallel-runs-in-a-pipeline.md) - [Run multiple pipeline instances in parallel](https://docs.valohai.com/pipelines/parallel-runs-in-a-pipeline/parallel-pipeline-runs.md) - [Run parallel executions within a pipeline](https://docs.valohai.com/pipelines/parallel-runs-in-a-pipeline/parallel-executions-in-pipeline.md) - [Data](https://docs.valohai.com/data.md) - [Configure Data Stores](https://docs.valohai.com/data/configure-data-stores.md) - [Amazon S3](https://docs.valohai.com/data/configure-data-stores/amazon-s3.md) - [Azure Blob Storage](https://docs.valohai.com/data/configure-data-stores/azure-blob-storage.md) - [Google Bucket](https://docs.valohai.com/data/configure-data-stores/google-bucket.md) - [OVH Object Storage](https://docs.valohai.com/data/configure-data-stores/ovh-object-storage.md) - [Oracle Bucket Storage](https://docs.valohai.com/data/configure-data-stores/oracle-bucket-storage.md) - [Data Management](https://docs.valohai.com/data/data-versioning.md) - [Save Files from Jobs](https://docs.valohai.com/data/data-versioning/save-files-from-jobs.md) - [Load Files in Jobs](https://docs.valohai.com/data/data-versioning/load-files-in-jobs.md) - [Dynamic Inputs](https://docs.valohai.com/data/data-versioning/dynamic-inputs.md) - [Add Context to Your Files](https://docs.valohai.com/data/data-versioning/metadata-overview.md) - [Tags](https://docs.valohai.com/data/data-versioning/metadata-overview/tags.md) - [Aliases](https://docs.valohai.com/data/data-versioning/metadata-overview/aliases.md) - [Custom Properties](https://docs.valohai.com/data/data-versioning/metadata-overview/custom-properties.md) - [Upload Files via Web UI](https://docs.valohai.com/data/data-versioning/upload-files-via-web-ui.md) - [Import Existing Cloud Files](https://docs.valohai.com/data/data-versioning/add-existing-files.md) - [Datasets](https://docs.valohai.com/data/datasets.md) - [Create and Manage Datasets](https://docs.valohai.com/data/datasets/creating-datasets.md) - [Update Dataset Versions](https://docs.valohai.com/data/datasets/update-datasets.md) - [Package Datasets for Faster Downloads](https://docs.valohai.com/data/datasets/package-datasets.md) - [Adding README to Valohai Datasets](https://docs.valohai.com/data/datasets/adding-readme-to-valohai-datasets.md) - [Dataset properties](https://docs.valohai.com/data/datasets/dataset-properties.md) - [Query builder for dataset properties](https://docs.valohai.com/data/datasets/dataset-properties/query-builder-for-dataset-properties.md) - [Databases](https://docs.valohai.com/data/data-databases.md) - [AWS Redshift](https://docs.valohai.com/data/data-databases/aws-redshift.md) - [BigQuery](https://docs.valohai.com/data/data-databases/bigquery.md) - [Snowflake](https://docs.valohai.com/data/data-databases/snowflake.md) - [Network Storage](https://docs.valohai.com/data/data-nfs.md) - [On-Premises NFS](https://docs.valohai.com/data/data-nfs/onprem-nfs.md) - [AWS Elastic File System](https://docs.valohai.com/data/data-nfs/aws-efs.md) - [Google Cloud Filestore](https://docs.valohai.com/data/data-nfs/google-filestore.md) - [Azure Files](https://docs.valohai.com/data/data-nfs/azure-files.md) - [Models](https://docs.valohai.com/models.md) - [Create and Manage Models](https://docs.valohai.com/models/manage-models.md) - [Model Artifacts & Versioning](https://docs.valohai.com/models/artifacts-and-versioning.md) - [Experiment Tracking & Visualizations](https://docs.valohai.com/experiment-tracking.md) - [Collect Metrics](https://docs.valohai.com/experiment-tracking/collect-metrics.md) - [PyTorch Lightning](https://docs.valohai.com/experiment-tracking/collect-metrics/pytorch-lightning.md) - [TensorFlow/Keras](https://docs.valohai.com/experiment-tracking/collect-metrics/tensorflow.md) - [Collect Metrics from Output Files (YOLO & Others)](https://docs.valohai.com/experiment-tracking/collect-metrics/yolo.md) - [Visualize Metrics](https://docs.valohai.com/experiment-tracking/visualize-metrics.md) - [Time Series](https://docs.valohai.com/experiment-tracking/visualize-metrics/time-series.md) - [Confusion Matrix](https://docs.valohai.com/experiment-tracking/visualize-metrics/confusion-matrix.md) - [Scatter Plot](https://docs.valohai.com/experiment-tracking/visualize-metrics/scatter-plot.md) - [Grouped Metadata Plot](https://docs.valohai.com/experiment-tracking/visualize-metrics/grouped-metadata-plot.md) - [Compare Executions](https://docs.valohai.com/experiment-tracking/compare-executions.md) - [Compare Images](https://docs.valohai.com/experiment-tracking/compare-images.md) - [Tasks & Parallel Execution](https://docs.valohai.com/tasks.md) - [Grid Search](https://docs.valohai.com/tasks/grid-search.md) - [Bayesian Optimization](https://docs.valohai.com/tasks/bayesian-optimization.md) - [Manual Sweeps](https://docs.valohai.com/tasks/manual-sweeps.md) - [Task Blueprints](https://docs.valohai.com/tasks/task-blueprints.md) - [Random Search](https://docs.valohai.com/tasks/random-search.md) - [Early Stopping](https://docs.valohai.com/tasks/early-stopping.md) - [GenAI Workflows](https://docs.valohai.com/genai.md) - [Evaluating and Validating GenAI Applications](https://docs.valohai.com/genai/evaluate-and-validate-genai.md) - [Evaluating Multiple Models and Providers](https://docs.valohai.com/genai/evaluate-multiple-models-and-providers.md) - [RAG and Context Pipelines in Valohai](https://docs.valohai.com/genai/rag-context-pipelines.md) - [Retraining and Updating GenAI Models](https://docs.valohai.com/genai/retraining-and-updating.md) - [Finetuning LLMs in Valohai](https://docs.valohai.com/genai/finetune-llms.md) - [LLM Evaluations (Local Execution)](https://docs.valohai.com/genai/llm-evaluations-local-execution.md) - [Organizing your evaluations with Datasets](https://docs.valohai.com/genai/llm-evaluations-local-execution/organizing-your-evaluations-with-datasets.md) - [Showing full traces of LLM calls with Langfuse](https://docs.valohai.com/genai/llm-evaluations-local-execution/showing-full-traces-of-llm-calls-with-langfuse.md) - [Distributed Training](https://docs.valohai.com/distributed-training.md) - [Running Distributed Tasks](https://docs.valohai.com/distributed-training/distributed-tasks.md) - [Configuration Files](https://docs.valohai.com/distributed-training/distributed-config.md) - [Notebooks](https://docs.valohai.com/notebook-executions.md) - [Launch Your First Notebook](https://docs.valohai.com/notebook-executions/quickstart.md) - [Work with Data](https://docs.valohai.com/notebook-executions/work-with-data.md) - [Save Your Work](https://docs.valohai.com/notebook-executions/save-and-version.md) - [Push to Git](https://docs.valohai.com/notebook-executions/push-to-git.md) - [Run Hyperparameter Sweeps](https://docs.valohai.com/notebook-executions/tune-from-notebook.md) - [Convert to Production Script](https://docs.valohai.com/notebook-executions/notebook-to-execution.md) - [Manage Notebook Lifecycle](https://docs.valohai.com/notebook-executions/stop-restart.md) - [Troubleshooting](https://docs.valohai.com/notebook-executions/troubleshooting.md) - [Inference & Serving](https://docs.valohai.com/serving-your-models.md) - [Real-Time Endpoints](https://docs.valohai.com/serving-your-models/real-time-endpoints.md) - [Deploy Real-Time Endpoint](https://docs.valohai.com/serving-your-models/real-time-endpoints/deploy-real-time.md) - [Test Endpoints](https://docs.valohai.com/serving-your-models/real-time-endpoints/test-endpoints.md) - [Route Prefixes](https://docs.valohai.com/serving-your-models/real-time-endpoints/deployment-prefix.md) - [Monitor Endpoints](https://docs.valohai.com/serving-your-models/real-time-endpoints/monitor.md) - [Read Deployment Details](https://docs.valohai.com/serving-your-models/real-time-endpoints/metadata.md) - [Install Packages](https://docs.valohai.com/serving-your-models/real-time-endpoints/install-packages.md) - [Troubleshoot Endpoints](https://docs.valohai.com/serving-your-models/real-time-endpoints/debug.md) - [Batch Inference](https://docs.valohai.com/serving-your-models/deploy-batch.md) - [CSV Inference Example](https://docs.valohai.com/serving-your-models/deploy-batch/csv-inference.md) - [Image Inference Example](https://docs.valohai.com/serving-your-models/deploy-batch/image-inference.md) - [Automation](https://docs.valohai.com/automation-overview.md) - [Triggers](https://docs.valohai.com/automation-overview/triggers.md) - [Scheduled Triggers](https://docs.valohai.com/automation-overview/triggers/scheduled-triggers.md) - [Webhook Triggers](https://docs.valohai.com/automation-overview/triggers/webhooks.md) - [Launch Pipelines with Webhooks](https://docs.valohai.com/automation-overview/triggers/webhooks/webhook-pipeline.md) - [Webhook Triggers Reference](https://docs.valohai.com/automation-overview/triggers/webhooks/webhook-reference.md) - [Webhook Run Info](https://docs.valohai.com/automation-overview/triggers/webhooks/webhook-run-info.md) - [Webhooks over API Requests](https://docs.valohai.com/automation-overview/triggers/webhooks/webhook-over-api.md) - [Examples](https://docs.valohai.com/automation-overview/triggers/webhooks/examples.md) - [Trigger Example with Slack](https://docs.valohai.com/automation-overview/triggers/webhooks/examples/slack-integration.md) - [Trigger Example with GitHub](https://docs.valohai.com/automation-overview/triggers/webhooks/examples/github-integration.md) - [Trigger Example with V7](https://docs.valohai.com/automation-overview/triggers/webhooks/examples/v7-integration.md) - [Notification Triggers](https://docs.valohai.com/automation-overview/triggers/notification-triggers.md) - [Notification Payload Formats](https://docs.valohai.com/automation-overview/triggers/notification-triggers/notification-payload-formats.md) - [Dataset Version Trigger](https://docs.valohai.com/automation-overview/triggers/notification-triggers/dataset-version-trigger.md) - [Model Version Trigger](https://docs.valohai.com/automation-overview/triggers/notification-triggers/model-version-trigger.md) - [Outgoing Webhook Notifications](https://docs.valohai.com/automation-overview/outgoing-webhooks.md) - [REST API](https://docs.valohai.com/automation-overview/rest-api.md) - [Getting Started with the REST API](https://docs.valohai.com/automation-overview/rest-api/getting-started.md) - [Examples](https://docs.valohai.com/automation-overview/rest-api/examples.md) - [Auto-Fetch Repository Changes on Push](https://docs.valohai.com/automation-overview/rest-api/examples/auto-fetch-repository-on-push.md) - [Launch Executions on New S3 Data](https://docs.valohai.com/automation-overview/rest-api/examples/launch-job-on-new-s3-data.md) - [Fetch Failed Executions](https://docs.valohai.com/automation-overview/rest-api/examples/fetch-failed-executions.md) - [Retry Executions After Connection Errors](https://docs.valohai.com/automation-overview/rest-api/examples/retry-after-connection-error.md) - [Observability & Analytics](https://docs.valohai.com/observability.md) - [Productivity Dashboard](https://docs.valohai.com/observability/productivity-dashboard.md) - [Audit Log](https://docs.valohai.com/observability/audit-log.md) - [Resource Monitoring](https://docs.valohai.com/observability/resource-monitoring.md) - [Hardware Statistics](https://docs.valohai.com/observability/resource-monitoring/hardware-statistics.md) - [Visualize Utilization](https://docs.valohai.com/observability/resource-monitoring/visualize-utilization.md) - [Track Underutilization](https://docs.valohai.com/observability/resource-monitoring/track-underutilization.md) - [Git Integration](https://docs.valohai.com/git-integration.md) - [Connect Your Repository](https://docs.valohai.com/git-integration/connect-repo.md) - [Private Repositories](https://docs.valohai.com/git-integration/private-repositories.md) - [GitHub](https://docs.valohai.com/git-integration/private-repositories/github.md) - [GitLab](https://docs.valohai.com/git-integration/private-repositories/gitlab.md) - [Azure DevOps](https://docs.valohai.com/git-integration/private-repositories/azure-devops.md) - [Bitbucket](https://docs.valohai.com/git-integration/private-repositories/bitbucket.md) - [Use .vhignore](https://docs.valohai.com/git-integration/use-vhignore.md) - [Manage Commit Visibility](https://docs.valohai.com/git-integration/manage-commits.md) - [Advanced Topics](https://docs.valohai.com/git-integration/advanced-topics.md) - [Git Submodules](https://docs.valohai.com/git-integration/advanced-topics/submodules.md) - [Clone Repositories During Execution](https://docs.valohai.com/git-integration/advanced-topics/clone-during-execution.md) - [Development & Debugging](https://docs.valohai.com/development-and-debugging.md) - [Remote Access (SSH)](https://docs.valohai.com/development-and-debugging/ssh-overview.md) - [VS Code Remote Debugging](https://docs.valohai.com/development-and-debugging/vs-code-remote-debugging.md) - [PyCharm Remote Debugging](https://docs.valohai.com/development-and-debugging/pycharm-remote-debugging.md) - [Kubernetes Shell Access](https://docs.valohai.com/development-and-debugging/kubernetes-shell-access.md) - [Interactive Terminal](https://docs.valohai.com/development-and-debugging/interactive-terminal.md) - [CLI](https://docs.valohai.com/cli-commands.md) - [valohai.yaml Reference](https://docs.valohai.com/valohai-yaml.md) - [Parameter Widgets](https://docs.valohai.com/valohai-yaml/parameter-widgets.md) - [User & Organization Management](https://docs.valohai.com/user-and-organization-management.md) - [Getting Started](https://docs.valohai.com/user-and-organization-management/getting-started.md) - [Environment Variables & Secrets](https://docs.valohai.com/user-and-organization-management/getting-started/environment-variables.md) - [Invite Users](https://docs.valohai.com/user-and-organization-management/getting-started/invite-users.md) - [Create Teams](https://docs.valohai.com/user-and-organization-management/getting-started/create-teams.md) - [Billing & Payment](https://docs.valohai.com/user-and-organization-management/getting-started/billing.md) - [FAQ](https://docs.valohai.com/user-and-organization-management/getting-started/faq.md) - [Environments & Access Control](https://docs.valohai.com/user-and-organization-management/environments-and-access-control.md) - [Configure Environments & Scaling](https://docs.valohai.com/user-and-organization-management/environments-and-access-control/configure-environments.md) - [Team Quotas](https://docs.valohai.com/user-and-organization-management/environments-and-access-control/team-quotas.md) - [Restrict Data Stores](https://docs.valohai.com/user-and-organization-management/environments-and-access-control/restrict-data-stores.md) - [Single Sign-On](https://docs.valohai.com/user-and-organization-management/single-sign-on.md) - [Azure AD](https://docs.valohai.com/user-and-organization-management/single-sign-on/azure-ad.md) - [Okta SAML](https://docs.valohai.com/user-and-organization-management/single-sign-on/okta-saml.md) - [Installation & Setup](https://docs.valohai.com/installation-and-setup.md) - [AWS](https://docs.valohai.com/installation-and-setup/aws.md) - [Hybrid Deployment](https://docs.valohai.com/installation-and-setup/aws/hybrid.md) - [Hybrid Deployment - Manual Setup](https://docs.valohai.com/installation-and-setup/aws/hybrid-manual.md) - [Self-Hosted on EC2](https://docs.valohai.com/installation-and-setup/aws/self-hosted-ec2.md) - [Self-Hosted on EKS](https://docs.valohai.com/installation-and-setup/aws/self-hosted-eks.md) - [EKS for Real-Time Inference](https://docs.valohai.com/installation-and-setup/aws/kubernetes-inference.md) - [Migrate to Gateway API](https://docs.valohai.com/installation-and-setup/aws/kubernetes-inference/migrate-to-gateway-api.md) - [Azure](https://docs.valohai.com/installation-and-setup/azure.md) - [Marketplace Deployment](https://docs.valohai.com/installation-and-setup/azure/marketplace.md) - [Hybrid Deployment](https://docs.valohai.com/installation-and-setup/azure/hybrid.md) - [GCP](https://docs.valohai.com/installation-and-setup/gcp.md) - [Hybrid Deployment](https://docs.valohai.com/installation-and-setup/gcp/hybrid.md) - [Kubernetes](https://docs.valohai.com/installation-and-setup/kubernetes.md) - [Workers Installation](https://docs.valohai.com/installation-and-setup/kubernetes/workers.md) - [OVH Kubernetes](https://docs.valohai.com/installation-and-setup/kubernetes/ovh.md) - [Oracle Kubernetes](https://docs.valohai.com/installation-and-setup/kubernetes/oracle.md) - [Kubernetes Autoscaling](https://docs.valohai.com/installation-and-setup/kubernetes/kubernetes-autoscaling.md) - [On-Premises](https://docs.valohai.com/installation-and-setup/on-premises.md) - [Linux Workers](https://docs.valohai.com/installation-and-setup/on-premises/linux-workers.md) - [Update the Valohai Agent](https://docs.valohai.com/installation-and-setup/on-premises/update-the-valohai-agent.md) - [OpenShift](https://docs.valohai.com/installation-and-setup/openshift.md) - [Self-Hosted Deployment](https://docs.valohai.com/installation-and-setup/openshift/self-hosted.md) - [SLURM](https://docs.valohai.com/installation-and-setup/index.md) - [Advanced Topics](https://docs.valohai.com/installation-and-setup/advanced-topics.md) - [Environment Splitting](https://docs.valohai.com/installation-and-setup/advanced-topics/environment-splitting.md) - [Shared Cache](https://docs.valohai.com/installation-and-setup/advanced-topics/shared-cache.md) - [Configure SSH Access](https://docs.valohai.com/installation-and-setup/advanced-topics/configure-ssh-access.md) - [Workers Behind NAT](https://docs.valohai.com/installation-and-setup/advanced-topics/workers-behind-nat.md) - [Changelog](https://docs.valohai.com/changelog.md) - [Announcements](https://docs.valohai.com/changelog/announcements.md) - [Archive](https://docs.valohai.com/changelog/archive.md) - [Updates 2026](https://docs.valohai.com/changelog/archive/updates-2026.md) - [Updates 2025](https://docs.valohai.com/changelog/archive/updates-2025.md) - [Updates 2024](https://docs.valohai.com/changelog/archive/updates-2024.md) - [Updates 2023](https://docs.valohai.com/changelog/archive/updates-2023.md) - [Updates 2022](https://docs.valohai.com/changelog/archive/updates-2022.md) - [Updates 2021](https://docs.valohai.com/changelog/archive/updates-2021.md) - [Updates 2020](https://docs.valohai.com/changelog/archive/updates-2020.md) - [Updates 2019](https://docs.valohai.com/changelog/archive/updates-2019.md) - [Updates 2018](https://docs.valohai.com/changelog/archive/updates-2018.md) - [Updates 2017](https://docs.valohai.com/changelog/archive/updates-2017.md) - [Updates 2016](https://docs.valohai.com/changelog/archive/updates-2016.md) --- # Agent Instructions This documentation is published with GitBook. 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